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| #include "chat.h" |
|
|
| #include "log.h" |
|
|
| #include "../src/unicode.h" |
| #include "../src/llama-grammar.h" |
|
|
| #include <nlohmann/json.hpp> |
|
|
| #include <fstream> |
| #include <iostream> |
| #include <functional> |
| #include <string> |
|
|
| using json = nlohmann::ordered_json; |
|
|
| static std::ostream & operator<<(std::ostream & os, const common_chat_msg_diff & diff) { |
| os << "{ content_delta: " << diff.content_delta << "; "; |
| os << "reasoning_content_delta: " << diff.reasoning_content_delta << "; "; |
| if (diff.tool_call_index != std::string::npos) { |
| os << "tool_call_index: " << diff.tool_call_index << "; "; |
| os << "tool_call_delta.name: " << diff.tool_call_delta.name << "; "; |
| os << "tool_call_delta.id: " << diff.tool_call_delta.id << "; "; |
| os << "tool_call_delta.arguments: " << diff.tool_call_delta.arguments << "; "; |
| } |
| os << "}"; |
| return os; |
| } |
| |
| static std::ostream & operator<<(std::ostream & os, const std::vector<common_chat_msg_diff> & diffs) { |
| os << "[\n"; |
| for (const auto & diff : diffs) { |
| os << " " << diff << ",\n"; |
| } |
| os << "]"; |
| return os; |
| } |
| static std::ostream & operator<<(std::ostream & os, const common_chat_msg & msg) { |
| os << "{ role: " << msg.role << "; "; |
| os << "content: " << msg.content << "; "; |
| os << "content_parts: [\n"; |
| for (const auto & part : msg.content_parts) { |
| os << " { type: " << part.type << "; text: " << part.text << " },\n"; |
| } |
| os << "]; "; |
| os << "reasoning_content: " << msg.reasoning_content << "; "; |
| os << "tool_calls: [\n"; |
| for (const auto & tool_call : msg.tool_calls) { |
| os << " { name: " << tool_call.name << "; arguments: " << tool_call.arguments << "; id: " << tool_call.id << " },\n"; |
| } |
| os << "]"; |
| os << "}"; |
| return os; |
| } |
|
|
| template <class T> static bool equals(const T & expected, const T & actual) { |
| return expected == actual; |
| } |
|
|
| static common_chat_msg normalize(const common_chat_msg & msg) { |
| common_chat_msg normalized = msg; |
| for (auto & tool_call : normalized.tool_calls) { |
| try { |
| tool_call.arguments = json::parse(tool_call.arguments).dump(); |
| } catch (const std::exception &) { |
| |
| } |
| } |
| return normalized; |
| } |
|
|
|
|
| template <> |
| bool equals(const common_chat_msg & expected, const common_chat_msg & actual) { |
| return normalize(expected) == normalize(actual); |
| } |
|
|
| template <class T> static void assert_equals(const T & expected, const T & actual) { |
| if (!equals(expected, actual)) { |
| std::cerr << "Expected:```\n" << expected << "\n```" << std::endl; |
| std::cerr << "Actual:```\n" << actual << "\n```" << std::endl; |
| std::cerr << std::flush; |
| throw std::runtime_error("Test failed"); |
| } |
| } |
|
|
| static std::string read_file(const std::string & path) { |
| std::cerr << "# Reading: " << path << '\n' << std::flush; |
| std::ifstream fs(path, std::ios_base::binary); |
| if (!fs.is_open()) { |
| fs = std::ifstream("../" + path, std::ios_base::binary); |
| if (!fs.is_open()) { |
| throw std::runtime_error("Failed to open file: " + path); |
| } |
| } |
| fs.seekg(0, std::ios_base::end); |
| auto size = fs.tellg(); |
| fs.seekg(0); |
| std::string out; |
| out.resize(static_cast<size_t>(size)); |
| fs.read(out.data(), static_cast<std::streamsize>(size)); |
| return out; |
| } |
|
|
| static common_chat_templates_ptr read_templates(const std::string & path) { |
| return common_chat_templates_ptr(common_chat_templates_init( nullptr, read_file(path))); |
| } |
|
|
| static std::unique_ptr<llama_grammar> build_grammar(const std::string & grammar_str) { |
| return std::unique_ptr<llama_grammar>( |
| llama_grammar_init_impl(nullptr, grammar_str.c_str(), "root", false, nullptr, 0, nullptr, 0)); |
| } |
|
|
| |
| static bool match_string(const std::string & input, llama_grammar * grammar) { |
| const auto cpts = unicode_cpts_from_utf8(input); |
|
|
| auto & stacks_cur = llama_grammar_get_stacks(grammar); |
|
|
| for (const auto & cpt : cpts) { |
| llama_grammar_accept(grammar, cpt); |
|
|
| if (stacks_cur.empty()) { |
| |
| return false; |
| } |
| } |
|
|
| if (std::any_of(stacks_cur.begin(), stacks_cur.end(), [](const auto & stack) { return stack.empty(); })) { |
| |
| return true; |
| } |
|
|
| return false; |
| } |
|
|
| static std::string renormalize_json(const std::string & json_str) { |
| try { |
| auto json_obj = json::parse(json_str); |
| return json_obj.dump(); |
| } catch (const std::exception & e) { |
| std::cerr << "Failed to parse JSON: " << e.what() << '\n'; |
| return json_str; |
| } |
| } |
| static void assert_msg_equals(const common_chat_msg & expected, const common_chat_msg & actual, bool ignore_whitespace_differences = false) { |
| assert_equals(expected.role, actual.role); |
| if (ignore_whitespace_differences) { |
| assert_equals(string_strip(expected.content), string_strip(actual.content)); |
| } else { |
| assert_equals(expected.content, actual.content); |
| } |
| assert_equals(expected.content_parts.size(), actual.content_parts.size()); |
| for (size_t i = 0; i < expected.content_parts.size(); i++) { |
| const auto & expected_part = expected.content_parts[i]; |
| const auto & actual_part = actual.content_parts[i]; |
| assert_equals(expected_part.type, actual_part.type); |
| if (ignore_whitespace_differences) { |
| assert_equals(string_strip(expected_part.text), string_strip(actual_part.text)); |
| } else { |
| assert_equals(expected_part.text, actual_part.text); |
| } |
| } |
| if (ignore_whitespace_differences) { |
| assert_equals(string_strip(expected.reasoning_content), string_strip(actual.reasoning_content)); |
| } else { |
| assert_equals(expected.reasoning_content, actual.reasoning_content); |
| } |
| assert_equals(expected.tool_calls.size(), actual.tool_calls.size()); |
| for (size_t i = 0; i < expected.tool_calls.size(); i++) { |
| const auto & expected_tool_call = expected.tool_calls[i]; |
| const auto & actual_tool_call = actual.tool_calls[i]; |
| assert_equals(expected_tool_call.name, actual_tool_call.name); |
| assert_equals(renormalize_json(expected_tool_call.arguments), renormalize_json(actual_tool_call.arguments)); |
| assert_equals(expected_tool_call.id, actual_tool_call.id); |
| } |
| } |
|
|
| common_chat_tool special_function_tool { |
| "special_function", |
| "I'm special", |
| R"({ |
| "type": "object", |
| "properties": { |
| "arg1": { |
| "type": "integer", |
| "description": "The arg." |
| } |
| }, |
| "required": ["arg1"] |
| })", |
| }; |
| common_chat_tool special_function_tool_with_optional_param { |
| "special_function_with_opt", |
| "I'm special but have optional stuff", |
| R"({ |
| "type": "object", |
| "properties": { |
| "arg1": { |
| "type": "integer", |
| "description": "The arg." |
| }, |
| "arg2": { |
| "type": "integer", |
| "description": "The optional arg." |
| } |
| }, |
| "required": ["arg1"] |
| })", |
| }; |
| common_chat_tool python_tool { |
| "python", |
| "an ipython interpreter", |
| R"({ |
| "type": "object", |
| "properties": { |
| "code": { |
| "type": "string", |
| "description": "Python code to execute." |
| } |
| }, |
| "required": ["code"] |
| })", |
| }; |
| common_chat_tool todo_list_tool { |
| "todo_list", |
| "Create or update the todo list", |
| R"({ |
| "type": "object", |
| "properties": { |
| "todos": { |
| "type": "array", |
| "description": "List of TODO list items" |
| } |
| }, |
| "required": ["todos"] |
| })", |
| }; |
| common_chat_tool code_interpreter_tool { |
| "code_interpreter", |
| "an ipython interpreter", |
| R"({ |
| "type": "object", |
| "properties": { |
| "code": { |
| "type": "string", |
| "description": "Python code to execute." |
| } |
| }, |
| "required": ["code"] |
| })", |
| }; |
| std::vector<common_chat_tool> tools { special_function_tool, special_function_tool_with_optional_param, python_tool }; |
| std::vector<common_chat_tool> llama_3_1_tools { special_function_tool, code_interpreter_tool }; |
|
|
| struct delta_data { |
| std::string delta; |
| common_chat_params params; |
| }; |
|
|
| static common_chat_msg simple_assist_msg(const std::string & content, const std::string & reasoning_content = "", const std::string & tool_name = "", const std::string & arguments = "", const std::string & id = "") { |
| common_chat_msg msg; |
| msg.role = "assistant"; |
| msg.content = content; |
| msg.reasoning_content = reasoning_content; |
| if (!tool_name.empty()) { |
| msg.tool_calls.push_back({ tool_name, arguments, id }); |
| } |
| return msg; |
| } |
|
|
| static delta_data init_delta(const struct common_chat_templates * tmpls, const std::vector<std::string> & end_tokens, |
| const common_chat_msg & user_message, |
| const common_chat_msg & delta_message, |
| const std::vector<common_chat_tool> & tools, |
| const common_chat_tool_choice & tool_choice) { |
| common_chat_templates_inputs inputs; |
| inputs.parallel_tool_calls = true; |
| inputs.messages.push_back(user_message); |
| inputs.tools = tools; |
| inputs.tool_choice = tool_choice; |
| auto params_prefix = common_chat_templates_apply(tmpls, inputs); |
|
|
| inputs.messages.push_back(delta_message); |
| inputs.add_generation_prompt = false; |
| auto params_full = common_chat_templates_apply(tmpls, inputs); |
|
|
| std::string prefix = params_prefix.prompt; |
| std::string full = params_full.prompt; |
|
|
| if (full == prefix) { |
| throw std::runtime_error("Full message is the same as the prefix"); |
| } |
|
|
| size_t common_prefix_length = 0; |
| for (size_t i = 0; i < prefix.size() && i < full.size(); ++i) { |
| if (prefix[i] != full[i]) { |
| break; |
| } |
| if (prefix[i] == '<') { |
| |
| |
| |
| continue; |
| } |
| common_prefix_length = i + 1; |
| } |
| auto delta = full.substr(common_prefix_length); |
|
|
| |
| for (const auto & end_token : end_tokens) { |
| |
| auto pos = delta.rfind(end_token); |
| if (pos != std::string::npos) { |
| delta = delta.substr(0, pos); |
| break; |
| } |
| } |
| return { delta, params_full }; |
| } |
|
|
| |
| |
| |
| |
| |
| static void test_templates(const struct common_chat_templates * tmpls, const std::vector<std::string> & end_tokens, |
| const common_chat_msg & test_message, |
| const std::vector<common_chat_tool> & tools = {}, |
| const std::string & expected_delta = "", |
| bool expect_grammar_triggered = true, |
| bool test_grammar_if_triggered = true, |
| common_reasoning_format reasoning_format = COMMON_REASONING_FORMAT_NONE, |
| bool ignore_whitespace_differences = false |
| ) { |
| common_chat_msg user_message; |
| user_message.role = "user"; |
| user_message.content = "Hello, world!"; |
|
|
| for (const auto & tool_choice : std::vector<common_chat_tool_choice> {COMMON_CHAT_TOOL_CHOICE_AUTO, COMMON_CHAT_TOOL_CHOICE_REQUIRED}) { |
| auto data = init_delta(tmpls, end_tokens, user_message, test_message, tools, tool_choice); |
| if (!expected_delta.empty()) { |
| if (ignore_whitespace_differences) { |
| assert_equals(string_strip(expected_delta), string_strip(data.delta)); |
| } else { |
| assert_equals(expected_delta, data.delta); |
| } |
| } |
|
|
| if (expect_grammar_triggered) { |
| |
| common_chat_parser_params params; |
| params.format = data.params.format; |
| params.reasoning_format = reasoning_format; |
| const auto msg = common_chat_parse(data.delta, false, params); |
| assert_msg_equals(test_message, msg, ignore_whitespace_differences); |
| } |
|
|
| if (!test_message.tool_calls.empty()) { |
| GGML_ASSERT(!data.params.grammar.empty()); |
| } |
| if (!data.params.grammar.empty()) { |
| auto grammar = build_grammar(data.params.grammar); |
| if (!grammar) { |
| throw std::runtime_error("Failed to build grammar"); |
| } |
| auto earliest_trigger_pos = std::string::npos; |
| auto constrained = data.delta; |
| for (const auto & trigger : data.params.grammar_triggers) { |
| size_t pos = std::string::npos; |
| std::smatch match; |
| switch (trigger.type) { |
| case COMMON_GRAMMAR_TRIGGER_TYPE_WORD: |
| { |
| const auto & word = trigger.value; |
| pos = constrained.find(word); |
| break; |
| } |
| case COMMON_GRAMMAR_TRIGGER_TYPE_PATTERN: |
| { |
| const auto & pattern = trigger.value; |
| if (std::regex_search(constrained, match, std::regex(pattern))) { |
| pos = match.position(1); |
| } |
| break; |
| } |
| case COMMON_GRAMMAR_TRIGGER_TYPE_PATTERN_FULL: |
| { |
| const auto & pattern = trigger.value; |
| if (std::regex_match(constrained, match, std::regex(pattern))) { |
| auto mpos = std::string::npos; |
| for (size_t i = 1; i < match.size(); ++i) { |
| if (match[i].length() > 0) { |
| mpos = match.position(i); |
| break; |
| } |
| } |
| if (mpos == std::string::npos) { |
| mpos = match.position(0); |
| } |
| pos = mpos; |
| } |
| break; |
| } |
| default: |
| throw std::runtime_error("Unknown trigger type"); |
| } |
| if (pos == std::string::npos) { |
| continue; |
| } |
| if (earliest_trigger_pos == std::string::npos || pos < earliest_trigger_pos) { |
| earliest_trigger_pos = pos; |
| } |
| } |
| auto grammar_triggered = false; |
| if (earliest_trigger_pos != std::string::npos) { |
| constrained = constrained.substr(earliest_trigger_pos); |
| grammar_triggered = true; |
| } |
| if (data.params.grammar_lazy) { |
| assert_equals(expect_grammar_triggered, grammar_triggered); |
| } |
|
|
| if (grammar_triggered && test_grammar_if_triggered && !match_string(constrained, grammar.get())) { |
| throw std::runtime_error("Failed to match delta against grammar:\n\n" + data.delta + |
| "\n\nConstrained: " + constrained + |
| "\n\nGrammar: " + data.params.grammar); |
| } |
| } |
| } |
| } |
|
|
| |
| |
| |
| |
| template <typename T> |
| static void test_parser_with_streaming(const common_chat_msg & expected, const std::string & raw_message, T parse_msg) { |
| constexpr auto utf8_truncate_safe_len = [](const std::string_view s) -> size_t { |
| auto len = s.size(); |
| if (len == 0) return 0; |
| auto i = len; |
| for (size_t back = 0; back < 4 && i > 0; ++back) { |
| --i; |
| unsigned char c = s[i]; |
| if ((c & 0x80) == 0) { |
| return len; |
| } else if ((c & 0xC0) == 0xC0) { |
| size_t expected_len = 0; |
| if ((c & 0xE0) == 0xC0) expected_len = 2; |
| else if ((c & 0xF0) == 0xE0) expected_len = 3; |
| else if ((c & 0xF8) == 0xF0) expected_len = 4; |
| else return i; |
| if (len - i >= expected_len) { |
| return len; |
| } else { |
| return i; |
| } |
| } |
| } |
| return len - std::min(len, size_t(3)); |
| }; |
| constexpr auto utf8_truncate_safe_view = [utf8_truncate_safe_len](const std::string_view s) { |
| return s.substr(0, utf8_truncate_safe_len(s)); |
| }; |
|
|
| auto merged = simple_assist_msg(""); |
| auto last_msg = parse_msg(""); |
| for (size_t i = 1; i <= raw_message.size(); ++i) { |
| auto curr_msg = parse_msg(std::string(utf8_truncate_safe_view(std::string_view(raw_message).substr(0, i)))); |
| if (curr_msg == simple_assist_msg("")) continue; |
| LOG_INF("Streaming msg: %s\n", common_chat_msgs_to_json_oaicompat({curr_msg}).dump().c_str()); |
| for (auto diff: common_chat_msg_diff::compute_diffs(last_msg, curr_msg)) { |
| LOG_INF("Streaming diff: %s\n", common_chat_msg_diff_to_json_oaicompat(diff).dump().c_str()); |
| if (!diff.reasoning_content_delta.empty()) { |
| merged.reasoning_content += diff.reasoning_content_delta; |
| } |
| if (!diff.content_delta.empty()) { |
| merged.content += diff.content_delta; |
| } |
| if (diff.tool_call_index != std::string::npos) { |
| if (!diff.tool_call_delta.name.empty()) { |
| merged.tool_calls.push_back({diff.tool_call_delta.name, "", ""}); |
| } |
| if (!diff.tool_call_delta.arguments.empty()) { |
| GGML_ASSERT(!merged.tool_calls.empty()); |
| merged.tool_calls.back().arguments += diff.tool_call_delta.arguments; |
| } |
| } |
| LOG_INF("Streaming merged: %s\n", common_chat_msgs_to_json_oaicompat({merged}).dump().c_str()); |
| } |
| assert_msg_equals(curr_msg, merged, true); |
| last_msg = curr_msg; |
| } |
| assert_msg_equals(expected, parse_msg(raw_message), true); |
| assert_msg_equals(expected, merged, true); |
| } |
|
|
| const common_chat_msg message_user { |
| "user", |
| "Hey there!", |
| {}, |
| {}, |
| "", |
| "", |
| "", |
| }; |
|
|
| const common_chat_msg message_user_parts { |
| "user", |
| "", |
| { |
| { "text", "Hey" }, |
| { "text", "there" }, |
| }, |
| {}, |
| "", |
| "", |
| "", |
| }; |
|
|
| const common_chat_msg message_assist = simple_assist_msg("Hello, world!\nWhat's up?"); |
| const common_chat_msg message_assist_empty = simple_assist_msg(""); |
| const common_chat_msg message_assist_thoughts_unparsed_deepseek = simple_assist_msg("<think>I'm\nthinking</think>Hello, world!\nWhat's up?"); |
| const common_chat_msg message_assist_thoughts_unparsed_md = simple_assist_msg("<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n```json\n{}```"); |
| const common_chat_msg message_assist_thoughts_unparsed_md_partial = simple_assist_msg("<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n```json\n{}"); |
|
|
| const common_chat_msg message_assist_thoughts_unparsed_r7b = simple_assist_msg("<|START_THINKING|>I'm\nthinking<|END_THINKING|>Hello, world!\nWhat's up?"); |
| const common_chat_msg message_assist_thoughts_unparsed_magistral = simple_assist_msg("[THINK]raisonnement[/THINK]Réponse"); |
| const common_chat_msg message_assist_thoughts = simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking"); |
| const common_chat_msg message_assist_thoughts_unopened_unparsed = simple_assist_msg("I'm\nthinking</think>Hello, world!\nWhat's up?"); |
| const common_chat_msg message_assist_thoughts_no_content = simple_assist_msg("", "I'm\nthinking"); |
| const common_chat_msg message_assist_call = simple_assist_msg("", "", "special_function", "{\"arg1\": 1}"); |
| const common_chat_msg message_assist_call_noopt = simple_assist_msg("", "", "special_function_with_opt", "{\"arg1\": 1}"); |
| const common_chat_msg message_assist_call_withopt = simple_assist_msg("", "", "special_function_with_opt", "{\"arg1\": 1, \"arg2\": 2}"); |
| const common_chat_msg message_assist_call_content = simple_assist_msg("Hello, world!\nWhat's up?", "", "special_function", "{\"arg1\":1}"); |
| const common_chat_msg message_assist_call_empty_args = simple_assist_msg("", "", "special_function"); |
| const common_chat_msg message_assist_call_cutoff_args = simple_assist_msg("", "", "special_function", "{\"arg"); |
| const common_chat_msg message_assist_call_thoughts = simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\":1}"); |
| const common_chat_msg message_assist_call_thoughts_unparsed = simple_assist_msg("<think>I'm\nthinking</think>\n\n", "", "special_function", "{\"arg1\": 1}"); |
| const common_chat_msg message_assist_call_thoughts_content = simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking", "special_function", "{\"arg1\": 1}"); |
| const common_chat_msg message_assist_call_id = simple_assist_msg("", "", "special_function", "{\"arg1\":1}", "123456789"); |
| const common_chat_msg message_assist_call_idx = simple_assist_msg("", "", "special_function", "{\"arg1\":1}", "0"); |
| const common_chat_msg message_assist_thoughts_call_idx = simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\": 1}", "0"); |
| const common_chat_msg message_assist_call_python = simple_assist_msg("", "", "python", "{\"code\":\"print('hey')\"}"); |
| const common_chat_msg message_assist_call_python_lines = simple_assist_msg("", "", "python", "{\"code\":\"# This is a program:\\nprint('hey')\"}"); |
| const common_chat_msg message_assist_call_python_lines_unclosed = simple_assist_msg("", "", "python", "{\"code\":\"# This is a program:\\nprint('hey')"); |
| const common_chat_msg message_assist_call_code_interpreter = simple_assist_msg("", "", "code_interpreter", "{\"code\":\"print('hey')\"}"); |
|
|
| |
| struct peg_test_case { |
| common_chat_templates_inputs params; |
| std::string input; |
| common_chat_msg expect; |
| }; |
|
|
| struct make_peg_parser { |
| common_chat_params params_; |
| common_peg_arena arena_; |
|
|
| make_peg_parser(common_chat_templates * tmpls, const common_chat_templates_inputs & inputs) { |
| params_ = common_chat_templates_apply(tmpls, inputs); |
| arena_.load(params_.parser); |
| } |
|
|
| common_chat_msg parse(const std::string & msg, bool is_partial) { |
| common_chat_parser_params parser_params; |
| parser_params.format = params_.format; |
| return common_chat_peg_parse(arena_, msg, is_partial, parser_params); |
| } |
| }; |
|
|
| static void test_peg_parser(common_chat_templates * tmpls, const std::function<void(peg_test_case &)> & init) { |
| peg_test_case tc; |
| init(tc); |
| if (tc.params.messages.empty()) { |
| tc.params.messages = {message_user}; |
| } |
| if (tc.expect.role.empty()) { |
| tc.expect.role = "assistant"; |
| } |
|
|
| auto parser = make_peg_parser(tmpls, tc.params); |
|
|
| common_chat_msg msg_accum; |
| common_chat_msg msg_prev; |
| msg_accum.role = msg_prev.role = "assistant"; |
|
|
| for (size_t i = 1; i <= tc.input.size(); ++i) { |
| auto is_partial = i < tc.input.size(); |
| common_chat_msg msg_current = parser.parse(tc.input.substr(0, i), is_partial); |
|
|
| for (const auto & diff : common_chat_msg_diff::compute_diffs(msg_prev, msg_current)) { |
| if (!diff.reasoning_content_delta.empty()) { |
| msg_accum.reasoning_content += diff.reasoning_content_delta; |
| } |
| if (!diff.content_delta.empty()) { |
| msg_accum.content += diff.content_delta; |
| } |
| if (diff.tool_call_index != std::string::npos) { |
| if (!diff.tool_call_delta.name.empty()) { |
| msg_accum.tool_calls.push_back({diff.tool_call_delta.name, "", diff.tool_call_delta.id}); |
| } |
| if (!diff.tool_call_delta.arguments.empty()) { |
| msg_accum.tool_calls.back().arguments += diff.tool_call_delta.arguments; |
| } |
| } |
| } |
| assert_msg_equals(msg_current, msg_accum, true); |
| msg_prev = msg_current; |
| } |
|
|
| assert_msg_equals(tc.expect, parser.parse(tc.input, false), true); |
| assert_msg_equals(tc.expect, msg_accum, true); |
| } |
|
|
| static void test_msgs_oaicompat_json_conversion() { |
| printf("[%s]\n", __func__); |
| std::vector<common_chat_msg> msgs{ |
| message_user, |
| message_user_parts, |
| message_assist_call, |
| message_assist_call_thoughts, |
| message_assist_call_thoughts_unparsed, |
| message_assist_call_thoughts_content, |
| message_assist_call_id, |
| message_assist_call_idx, |
| message_assist_call_python, |
| message_assist_call_code_interpreter, |
| }; |
| for (const auto & msg : msgs) { |
| auto oai_json = common_chat_msgs_to_json_oaicompat({msg}); |
| auto msgs2 = common_chat_msgs_parse_oaicompat(oai_json); |
| assert_equals((size_t) 1, msgs2.size()); |
| auto msg2 = msgs2[0]; |
| assert_msg_equals(msg, msg2); |
| } |
| assert_equals( |
| std::string( |
| "[\n" |
| " {\n" |
| " \"role\": \"user\",\n" |
| " \"content\": [\n" |
| " {\n" |
| " \"type\": \"text\",\n" |
| " \"text\": \"Hey\"\n" |
| " },\n" |
| " {\n" |
| " \"type\": \"text\",\n" |
| " \"text\": \"there\"\n" |
| " }\n" |
| " ]\n" |
| " }\n" |
| "]" |
| ), |
| common_chat_msgs_to_json_oaicompat({message_user_parts}).dump(2)); |
|
|
| assert_equals( |
| std::string( |
| "[\n" |
| " {\n" |
| " \"role\": \"assistant\",\n" |
| " \"content\": \"\",\n" |
| " \"tool_calls\": [\n" |
| " {\n" |
| " \"type\": \"function\",\n" |
| " \"function\": {\n" |
| " \"name\": \"python\",\n" |
| " \"arguments\": \"{\\\"code\\\":\\\"print('hey')\\\"}\"\n" |
| " }\n" |
| " }\n" |
| " ]\n" |
| " }\n" |
| "]" |
| ), |
| common_chat_msgs_to_json_oaicompat({message_assist_call_python}).dump(2)); |
|
|
| auto res = common_chat_msgs_parse_oaicompat(json::parse("[{\"role\": \"assistant\", \"tool_calls\": []}]")); |
| assert_equals<size_t>(1, res.size()); |
| assert_equals<std::string>(res[0].role, "assistant"); |
| assert_equals(true, res[0].content.empty()); |
| assert_equals(true, res[0].tool_calls.empty()); |
|
|
| try { |
| common_chat_msgs_parse_oaicompat(json::parse("[{\"role\": \"assistant\"}]")); |
| throw std::runtime_error("Expected exception"); |
| } catch (const std::exception & e) { |
| if (std::string(e.what()).find("'content'") == std::string::npos) { |
| throw std::runtime_error("Expected exception about missing 'content'"); |
| } |
| } |
| } |
|
|
| static void test_tools_oaicompat_json_conversion() { |
| printf("[%s]\n", __func__); |
| std::vector<common_chat_tool> tools{ |
| special_function_tool, |
| python_tool, |
| code_interpreter_tool, |
| }; |
|
|
| for (const auto & tool : tools) { |
| auto oai_json = common_chat_tools_to_json_oaicompat({tool}); |
| auto tools2 = common_chat_tools_parse_oaicompat(oai_json); |
| assert_equals((size_t) 1, tools2.size()); |
| auto tool2 = tools2[0]; |
| assert_equals(tool.name, tool2.name); |
| assert_equals(tool.description, tool2.description); |
| assert_equals(json::parse(tool.parameters).dump(2), json::parse(tool2.parameters).dump(2)); |
| } |
|
|
| assert_equals( |
| std::string( |
| "[\n" |
| " {\n" |
| " \"type\": \"function\",\n" |
| " \"function\": {\n" |
| " \"name\": \"special_function\",\n" |
| " \"description\": \"I'm special\",\n" |
| " \"parameters\": {\n" |
| " \"type\": \"object\",\n" |
| " \"properties\": {\n" |
| " \"arg1\": {\n" |
| " \"type\": \"integer\",\n" |
| " \"description\": \"The arg.\"\n" |
| " }\n" |
| " },\n" |
| " \"required\": [\n" |
| " \"arg1\"\n" |
| " ]\n" |
| " }\n" |
| " }\n" |
| " }\n" |
| "]" |
| ), |
| common_chat_tools_to_json_oaicompat({special_function_tool}).dump(2)); |
|
|
| { |
| auto tools_no_params = common_chat_tools_parse_oaicompat(json::parse( |
| R"([{"type": "function", "function": {"name": "test_func", "description": "A test"}}])")); |
| assert_equals((size_t) 1, tools_no_params.size()); |
| assert_equals(std::string("test_func"), tools_no_params[0].name); |
| assert_equals(std::string("A test"), tools_no_params[0].description); |
| assert_equals(std::string("{}"), tools_no_params[0].parameters); |
| } |
| { |
| auto tools_no_desc = common_chat_tools_parse_oaicompat(json::parse( |
| R"([{"type": "function", "function": {"name": "test_func", "parameters": {"type": "object"}}}])")); |
| assert_equals((size_t) 1, tools_no_desc.size()); |
| assert_equals(std::string("test_func"), tools_no_desc[0].name); |
| assert_equals(std::string(""), tools_no_desc[0].description); |
| } |
| { |
| auto tools_minimal = common_chat_tools_parse_oaicompat(json::parse( |
| R"([{"type": "function", "function": {"name": "test_func"}}])")); |
| assert_equals((size_t) 1, tools_minimal.size()); |
| assert_equals(std::string("test_func"), tools_minimal[0].name); |
| assert_equals(std::string(""), tools_minimal[0].description); |
| assert_equals(std::string("{}"), tools_minimal[0].parameters); |
| } |
| } |
|
|
| |
| struct test_parser_params { |
| common_chat_format format = COMMON_CHAT_FORMAT_CONTENT_ONLY; |
| common_reasoning_format reasoning_format = COMMON_REASONING_FORMAT_NONE; |
| bool reasoning_in_content = false; |
| bool thinking_forced_open = false; |
| bool parse_tool_calls = true; |
| }; |
|
|
| static common_chat_msg test_chat_parse(const std::string & input, bool is_partial, const test_parser_params & syntax) { |
| common_chat_parser_params params; |
| params.format = syntax.format; |
| params.reasoning_format = syntax.reasoning_format; |
| params.reasoning_in_content = syntax.reasoning_in_content; |
| params.thinking_forced_open = syntax.thinking_forced_open; |
| params.parse_tool_calls = syntax.parse_tool_calls; |
| return common_chat_parse(input, is_partial, params); |
| } |
|
|
| static void test_template_output_parsers() { |
| printf("[%s]\n", __func__); |
|
|
| common_chat_templates_inputs inputs_no_tools; |
| inputs_no_tools.messages = {message_user}; |
|
|
| common_chat_templates_inputs inputs_tools; |
| inputs_tools.messages = {message_user}; |
| inputs_tools.tools = {special_function_tool}; |
|
|
| common_chat_templates_inputs inputs_tools_builtin; |
| inputs_tools_builtin.messages = {message_user}; |
| inputs_tools_builtin.tools = {python_tool}; |
|
|
| { |
| |
| auto tmpls = read_templates("models/templates/CohereForAI-c4ai-command-r-plus-tool_use.jinja"); |
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_GENERIC, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
| } |
| { |
| auto tmpls = read_templates("models/templates/CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja"); |
| std::vector<std::string> end_tokens{ "<|END_OF_TURN_TOKEN|>" }; |
|
|
| for (const auto & inputs : { inputs_no_tools, inputs_tools }) { |
| auto params = common_chat_templates_apply(tmpls.get(), inputs); |
| assert_equals(COMMON_CHAT_FORMAT_COMMAND_R7B, params.format); |
| assert_equals(false, params.thinking_forced_open); |
| } |
|
|
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_COMMAND_R7B})); |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>", |
| false, |
| {COMMON_CHAT_FORMAT_COMMAND_R7B})); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_COMMAND_R7B, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts_unparsed_deepseek, |
| test_chat_parse( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_COMMAND_R7B, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true, |
| false, |
| })); |
| assert_msg_equals(message_assist_thoughts_unparsed_r7b, |
| test_chat_parse( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>", |
| false, |
| {COMMON_CHAT_FORMAT_COMMAND_R7B})); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_COMMAND_R7B, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts_call_idx, |
| test_chat_parse( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_ACTION|>[\n" |
| " {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n" |
| "]<|END_ACTION|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_COMMAND_R7B, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts_no_content, |
| test_chat_parse( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_ACTION|>[\n" |
| " {\"tool_call_id\": \"0\", \"tool_name\": \"special", |
| true, |
| { |
| COMMON_CHAT_FORMAT_COMMAND_R7B, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist_call_idx, tools, |
| "<|START_THINKING|><|END_THINKING|>" |
| "<|START_ACTION|>[\n" |
| " {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n" |
| "]<|END_ACTION|>", |
| true, |
| true, |
| COMMON_REASONING_FORMAT_DEEPSEEK); |
| test_templates(tmpls.get(), end_tokens, message_assist, tools, |
| "<|START_RESPONSE|>Hello, world!\n" |
| "What's up?<|END_RESPONSE|>", |
| false); |
| } |
| |
| { |
| auto tmpls = read_templates("models/templates/google-gemma-2-2b-it.jinja"); |
| std::vector<std::string> end_tokens{ "<end_of_turn>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_GENERIC, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_GENERIC, |
| common_chat_templates_apply( |
| read_templates("models/templates/microsoft-Phi-3.5-mini-instruct.jinja").get(), |
| inputs_tools) |
| .format); |
|
|
| |
|
|
| assert_equals( |
| simple_assist_msg("{ \"tool_call\" : { \"name\" : \"t"), |
| test_chat_parse( |
| "{ \"tool_call\" : { \"name\" : \"t", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GENERIC, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| false, |
| })); |
| assert_equals( |
| message_assist_empty, |
| test_chat_parse( |
| "{ \"tool_call\" : { \"name\" : \"t", |
| true, |
| {COMMON_CHAT_FORMAT_GENERIC})); |
|
|
| assert_equals( |
| simple_assist_msg("", "", "puppeteer_screenshot", "{\"name\":\"servethehome_homepage\","), |
| test_chat_parse( |
| R"({"tool_call": {"name": "puppeteer_screenshot", "arguments": {"name": "servethehome_homepage",)", |
| true, |
| {COMMON_CHAT_FORMAT_GENERIC})); |
|
|
| assert_equals( |
| message_assist_call_empty_args, |
| test_chat_parse( |
| "{ \"tool_call\" : { \"name\" : \"special_function\"", |
| true, |
| {COMMON_CHAT_FORMAT_GENERIC})); |
| assert_equals( |
| message_assist_call_cutoff_args, |
| test_chat_parse( |
| "{ \"tool_call\" : { \"name\" : \"special_function\", \"arguments\" : { \"arg", |
| true, |
| {COMMON_CHAT_FORMAT_GENERIC})); |
|
|
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "{\n" |
| " \"response\": \"Hello, world!\\nWhat's up?\"\n" |
| "}", |
| false, |
| {COMMON_CHAT_FORMAT_GENERIC})); |
| #if 0 |
| test_templates(tmpls.get(), end_tokens, message_assist_call_id, tools, |
| "{\n" |
| " \"tool_calls\": [\n" |
| " {\n" |
| " \"name\": \"special_function\",\n" |
| " \"arguments\": {\n" |
| " \"arg1\": 1\n" |
| " },\n" |
| " \"id\": \"123456789\"\n" |
| " }\n" |
| " ],\n" |
| " \"content\": \"\"\n" |
| "}"); |
| #endif |
| } |
| { |
| auto tmpls = read_templates("models/templates/mistralai-Mistral-Nemo-Instruct-2407.jinja"); |
| std::vector<std::string> end_tokens{ "</s>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_MISTRAL_NEMO, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", false); |
| test_templates( |
| tmpls.get(), end_tokens, message_assist_call_id, tools, |
| "[TOOL_CALLS][{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}, \"id\": \"123456789\"}]"); |
| } |
| { |
| assert_msg_equals( |
| simple_assist_msg("Réponse", "raisonnement"), |
| test_chat_parse( |
| message_assist_thoughts_unparsed_magistral.content, |
| false, |
| { |
| COMMON_CHAT_FORMAT_MAGISTRAL, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| } |
| { |
| auto tmpls = read_templates("models/templates/Qwen-QwQ-32B.jinja"); |
| std::vector<std::string> end_tokens{ "<|im_end|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
| } |
| { |
| auto tmpls = read_templates("models/templates/NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja"); |
| std::vector<std::string> end_tokens{ "<|im_end|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
| assert_equals( |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| common_chat_templates_apply( |
| read_templates("models/templates/NousResearch-Hermes-3-Llama-3.1-8B-tool_use.jinja").get(), |
| inputs_tools) |
| .format); |
| assert_equals( |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| common_chat_templates_apply( |
| read_templates("models/templates/Qwen-Qwen2.5-7B-Instruct.jinja").get(), |
| inputs_tools) |
| .format); |
|
|
| |
| assert_msg_equals( |
| simple_assist_msg("", "", "python", ""), |
| test_chat_parse( |
| "```json\n" |
| "<function_call> { \"name\" : \"python\"", |
| true, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| simple_assist_msg("Let's call something\n"), |
| test_chat_parse( |
| "Let's call something\n" |
| "<tool_call>{\"name\"", |
| true, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals( |
| simple_assist_msg("Let's call something\n"), |
| test_chat_parse( |
| "Let's call something\n" |
| "<tool_call>{\"name", |
| true, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_call_thoughts, |
| test_chat_parse( |
| |
| "I'm\nthinking</think>\n" |
| "<tool_call>{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}</tool_call>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| })); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<tool_call>\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tool_call>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals(message_assist_call_content, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?<tool_call>\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tool_call>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<function=special_function>{\"arg1\": 1}</function>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<function name=\"special_function\">\n" |
| "{\"arg1\": 1}\n" |
| "</function>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<tool>\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tool>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<tools>\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tools>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<response>\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</response>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "```xml\n" |
| "<response>\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</response>\n" |
| "```", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "```xml\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "```", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "```\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "```", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "```\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "```", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "```json\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "```", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "```json\n" |
| "\n" |
| " <function_call> {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}} \n" |
| " </function_call> \n" |
| "``` ", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<json>\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</json>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<xml>\n" |
| " {\n" |
| " \"name\": \"special_function\", \"arguments\": {\"arg1\": 1}\n" |
| " }\n" |
| "</xml>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<JSON>\n" |
| " {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</JSON>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals( |
| message_assist_call, |
| test_chat_parse( |
| "{\n \"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
|
|
| |
| common_chat_msg message_assist_multiple_calls; |
| message_assist_multiple_calls.role = "assistant"; |
| message_assist_multiple_calls.content = ""; |
| message_assist_multiple_calls.tool_calls.push_back({"special_function", "{\"arg1\": 1}", ""}); |
| message_assist_multiple_calls.tool_calls.push_back({"python", "{\"code\":\"print('hello')\"}", ""}); |
|
|
| assert_msg_equals( |
| message_assist_multiple_calls, |
| test_chat_parse( |
| "<tool_call>\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tool_call>\n" |
| "<tool_call>\n" |
| "{\"name\": \"python\", \"arguments\": {\"code\":\"print('hello')\"}}\n" |
| "</tool_call>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
|
|
| assert_msg_equals( |
| message_assist_multiple_calls, |
| test_chat_parse( |
| "<function=special_function>{\"arg1\": 1}</function>\n" |
| "<function=python>{\"code\":\"print('hello')\"}</function>", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
|
|
| assert_msg_equals( |
| simple_assist_msg( |
| "This is not a tool call:", |
| "", |
| "special_function", |
| "{\"arg1\": 1}"), |
| test_chat_parse( |
| "This is not a tool call:\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| assert_msg_equals(message_assist_thoughts_unparsed_deepseek, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_HERMES_2_PRO})); |
| |
| |
| |
| |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| true, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts_unparsed_md, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n```json\n{}```", |
| false, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true, |
| false, |
| false, |
| })); |
| assert_msg_equals(message_assist_thoughts_unparsed_md_partial, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n```json\n{}```", |
| true, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true, |
| false, |
| })); |
| assert_msg_equals(message_assist_thoughts_unopened_unparsed, |
| test_chat_parse( |
| "I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| })); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", false); |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "<tool_call>\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tool_call>"); |
|
|
| |
| common_chat_msg message_assist_multiple_calls_template; |
| message_assist_multiple_calls_template.role = "assistant"; |
| message_assist_multiple_calls_template.content = ""; |
| message_assist_multiple_calls_template.tool_calls.push_back({"special_function", "{\"arg1\": 1}", ""}); |
| message_assist_multiple_calls_template.tool_calls.push_back({"python", "{\"code\":\"print('test')\"}", ""}); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist_multiple_calls_template, tools, |
| "<tool_call>\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tool_call>\n" |
| "<tool_call>\n" |
| "{\"name\": \"python\", \"arguments\": {\"code\":\"print('test')\"}}\n" |
| "</tool_call>"); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist_call_python_lines, tools, |
| "<tool_call>\n" |
| "{\"name\": \"python\", \"arguments\": {\"code\":\"# This is a program:\\nprint('hey')\"}}\n" |
| "</tool_call>"); |
| assert_msg_equals( |
| simple_assist_msg("", "<tool_call>nah uhg</tool_call>"), |
| test_chat_parse( |
| "<think><tool_call>nah uhg</tool_call>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_HERMES_2_PRO, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| } |
| { |
| auto tmpls = read_templates("models/templates/meta-llama-Llama-3.1-8B-Instruct.jinja"); |
| std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS, |
| common_chat_templates_apply(tmpls.get(), inputs_tools_builtin).format); |
| assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS, |
| common_chat_templates_apply( |
| read_templates("models/templates/meta-llama-Llama-3.3-70B-Instruct.jinja").get(), |
| inputs_tools_builtin) |
| .format); |
|
|
| assert_equals( |
| message_assist_call, |
| test_chat_parse( |
| "{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}", |
| false, |
| {COMMON_CHAT_FORMAT_LLAMA_3_X})); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call_code_interpreter, llama_3_1_tools, |
| "<|python_tag|>code_interpreter.call(code=\"print('hey')\")"); |
| test_templates(tmpls.get(), end_tokens, message_assist_call_python, tools, |
| "<|python_tag|>python.call(code=\"print('hey')\")"); |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}"); |
| } |
| { |
| auto tmpls = read_templates("models/templates/meta-llama-Llama-3.2-3B-Instruct.jinja"); |
| std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", false); |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}"); |
| } |
| { |
| auto tmpls = read_templates("models/templates/meetkai-functionary-medium-v3.1.jinja"); |
| std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, |
| common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1, |
| common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, |
| common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
|
|
| for (auto is_partial : { false, true }) { |
| assert_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<function=special_function>{\"arg1\": 1}</function>", |
| is_partial, |
| {COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1})); |
| } |
|
|
| assert_equals( |
| message_assist_call, |
| test_chat_parse( |
| "<function=special_function>{\"arg1\": 1}<", |
| true, |
| {COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1})); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", false); |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "<function=special_function>{\"arg1\": 1}</function>"); |
| } |
| { |
| auto tmpls = read_templates("models/templates/meetkai-functionary-medium-v3.2.jinja"); |
| std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| assert_msg_equals( |
| simple_assist_msg( |
| "Hello, world!\nnono\nWhat's up?", |
| "", |
| "special_function", |
| "{\"arg1\": 1}"), |
| test_chat_parse( |
| "all\n" |
| "Hello, world!\n" |
| "nono\n" |
| "What's up?>>>special_function\n" |
| "{\"arg1\": 1}\n", |
| false, |
| {COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2})); |
| assert_msg_equals(message_assist_call_python_lines, |
| test_chat_parse( |
| "python\n" |
| "# This is a program:\n" |
| "print('hey')", |
| false, |
| {COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2})); |
| assert_msg_equals(message_assist_call_python_lines_unclosed, |
| test_chat_parse( |
| "python\n" |
| "# This is a program:\n" |
| "print('hey')", |
| true, |
| {COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2})); |
| assert_msg_equals(message_assist_call, |
| test_chat_parse( |
| "special_function\n" |
| "{\"arg1\": 1} \n ", |
| false, |
| {COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2})); |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "all\n" |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2})); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, {}, |
| "all\n" |
| "Hello, world!\n" |
| "What's up?", |
| false); |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "special_function\n" |
| "{\"arg1\": 1}"); |
| } |
| { |
| auto tmpls = read_templates("models/templates/fireworks-ai-llama-3-firefunction-v2.jinja"); |
| std::vector<std::string> end_tokens{ "<|eot_id|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_FIREFUNCTION_V2, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", false); |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| " functools[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]"); |
| } |
| { |
| |
| auto tmpls = read_templates("models/templates/deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja"); |
| std::vector<std::string> end_tokens{ "<|end▁of▁sentence|>" }; |
|
|
| for (const auto & inputs : { inputs_no_tools, inputs_tools }) { |
| auto params = common_chat_templates_apply(tmpls.get(), inputs); |
| assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, params.format); |
| assert_equals(true, params.thinking_forced_open); |
| } |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", false); |
| test_templates(tmpls.get(), end_tokens, message_assist_thoughts, tools, "Hello, world!\nWhat's up?", false); |
| assert_msg_equals( |
| simple_assist_msg("Hello, world!\nWhat's up?", "<think>I'm\nthinking"), |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| })); |
| assert_msg_equals( |
| simple_assist_msg("", "I need to remember the correct syntax. It starts with <|tool▁calls▁begin|> and ends with"), |
| test_chat_parse( |
| "I need to remember the correct syntax. It starts with <|tool▁calls▁begin|> and ends with", |
| true, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| })); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts_unopened_unparsed, |
| test_chat_parse( |
| "I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| })); |
| assert_msg_equals(message_assist_thoughts, |
| |
| test_chat_parse( |
| "I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| })); |
| |
| |
| |
| |
| |
| |
| |
| |
| } |
| { |
| |
| auto tmpls = read_templates("models/templates/llama-cpp-deepseek-r1.jinja"); |
| std::vector<std::string> end_tokens{ "<|end▁of▁sentence|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", false); |
| test_templates(tmpls.get(), end_tokens, message_assist_thoughts, tools, "Hello, world!\nWhat's up?", false); |
| assert_msg_equals(message_assist_thoughts_unparsed_deepseek, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_DEEPSEEK_R1})); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| })); |
|
|
| assert_msg_equals(message_assist_call_thoughts_unparsed, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>\n\n" |
| "<|tool▁calls▁begin|><|tool▁call▁begin|>function<|tool▁sep|>special_function\n" |
| "```json\n" |
| "{\"arg1\": 1}\n" |
| "```<|tool▁call▁end|><|tool▁calls▁end|>", |
| false, |
| {COMMON_CHAT_FORMAT_DEEPSEEK_R1})); |
| assert_msg_equals(message_assist_call, |
| test_chat_parse( |
| "<|tool▁calls|>function<|tool▁sep|>special_function\n" |
| "```json\n" |
| "{\"arg1\": 1}\n" |
| "```<|tool▁call▁end|><|tool▁calls▁end|>", |
| false, |
| {COMMON_CHAT_FORMAT_DEEPSEEK_R1})); |
|
|
| assert_msg_equals(message_assist_call_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>\n\n" |
| "<|tool▁calls▁begin|><|tool▁call▁begin|>function<|tool▁sep|>special_function\n" |
| "```json\n" |
| "{\"arg1\": 1}\n" |
| "```<|tool▁call▁end|><|tool▁calls▁end|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_R1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "<|tool▁calls▁begin|><|tool▁call▁begin|>function<|tool▁sep|>special_function\n" |
| "```json\n" |
| "{\"arg1\": 1}\n" |
| "```<|tool▁call▁end|><|tool▁calls▁end|>"); |
| } |
| { |
| auto tmpls = read_templates("models/templates/ibm-granite-granite-3.3-2B-Instruct.jinja"); |
| std::vector<std::string> end_tokens{ "<|end_of_text|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_GRANITE, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
|
|
| assert_equals(COMMON_CHAT_FORMAT_GRANITE, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
| assert_msg_equals( |
| message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| true, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
|
|
| |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GRANITE, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts_unparsed_deepseek, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><response>Hello, world!\nWhat's up?", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GRANITE, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><response>Hello, world!\nWhat's up?</response>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GRANITE, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(simple_assist_msg("<think>I'm\nthinking</think><response>Hello, world!\nWhat's up?</response>"), |
| test_chat_parse( |
| "<think>I'm\nthinking</think><response>Hello, world!\nWhat's up?</response>", |
| false, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
| assert_msg_equals(message_assist_empty, |
| test_chat_parse( |
| "<think", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GRANITE, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals(message_assist_empty, |
| test_chat_parse( |
| "<think", |
| true, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
| assert_msg_equals(message_assist_thoughts_no_content, |
| test_chat_parse( |
| "<think>I'm\nthinking", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GRANITE, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
| assert_msg_equals( |
| message_assist_empty, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><response", |
| true, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
|
|
| |
| assert_msg_equals(message_assist_call, |
| test_chat_parse( |
| "<|tool_call|>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]", |
| false, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
| assert_msg_equals( |
| message_assist_call_empty_args, |
| test_chat_parse( |
| "<|tool_call|>[{\"name\": \"special_function\"", |
| true, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
| assert_msg_equals( |
| message_assist_call_cutoff_args, |
| test_chat_parse( |
| "<|tool_call|>[{\"name\": \"special_function\", \"arguments\": {\"arg", |
| true, |
| {COMMON_CHAT_FORMAT_GRANITE})); |
| assert_msg_equals( |
| message_assist_call_cutoff_args, |
| test_chat_parse( |
| "<|tool_call|>[{\"name\": \"special_function\", \"arguments\": {\"arg", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GRANITE, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| assert_msg_equals( |
| message_assist_call_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><|tool_call|>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}, {", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GRANITE, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist, tools, |
| "Hello, world!\nWhat's up?", |
| false); |
| |
| #if 0 |
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call_id, tools, |
| "{\n" |
| " \"tool_calls\": [\n" |
| " {\n" |
| " \"name\": \"special_function\",\n" |
| " \"arguments\": {\n" |
| " \"arg1\": 1\n" |
| " },\n" |
| " \"id\": \"123456789\"\n" |
| " }\n" |
| " ],\n" |
| " \"content\": \"\"\n" |
| "}", |
| false |
| ); |
| #endif |
| } |
| { |
| auto tmpls = read_templates("models/templates/openai-gpt-oss-120b.jinja"); |
| std::vector<std::string> end_tokens{ "<|return|>", "<|call|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_GPT_OSS, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_GPT_OSS, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| assert_msg_equals(simple_assist_msg("", "I'm\nthink"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthink", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("", "I'm\nthinking"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>final<|message|>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>commentary to=functions.special_function <|constrain|>json<|message|>{\"arg1", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>commentary to=functions.special_function<|message|>{\"arg1", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\": 1}"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>commentary to=functions.special_function <|constrain|>json<|message|>{\"arg1\": 1}", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\": 1}"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>analysis to=functions.special_function <|constrain|>json<|message|>{\"arg1\": 1}", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>commentary<|message|>Hello, world!\nWhat's up?", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking", "special_function", "{\"arg1\": 1}"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>commentary<|message|>Hello, world!\nWhat's up?<|end|>" |
| "<|start|>assistant<|channel|>commentary to=functions.special_function <|constrain|>json<|message|>{\"arg1\": 1}", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
|
|
| |
| assert_msg_equals( |
| simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>final<|message|>Hello, world!\nWhat's up?", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| false, |
| false, |
| false, |
| })); |
| assert_msg_equals( |
| simple_assist_msg("", "I'm\nthinking"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>commentary to=functions.special_function<|message|>{\"arg1", |
| true, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| false, |
| false, |
| false, |
| })); |
| assert_msg_equals( |
| simple_assist_msg("", "I'm\nthinking"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>commentary to=functions.special_function <|constrain|>json<|message|>{\"arg1\": 1}", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| false, |
| false, |
| false, |
| })); |
|
|
| |
| assert_msg_equals( |
| simple_assist_msg( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>Hello, world!\nWhat's up?"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>final<|message|>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_NONE, |
| })); |
|
|
| assert_msg_equals( |
| simple_assist_msg( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>Hello, world!\nWhat's up?"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant<|channel|>final<|message|>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| true, |
| })); |
|
|
| |
| assert_msg_equals(simple_assist_msg("", "", "special_function", "{\"arg1\": 1}"), |
| test_chat_parse( |
| " to=functions.special_function<|channel|>commentary <|constrain|>json<|message|>{\"arg1\": 1}", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("", "", "special_function", "{\"arg1\": 1}"), |
| test_chat_parse( |
| " to=functions.special_function<|channel|>analysis <|constrain|>json<|message|>{\"arg1\": 1}", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| assert_msg_equals(simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\": 1}"), |
| test_chat_parse( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant to=functions.special_function<|channel|>analysis <|constrain|>json<|message|>{\"arg1\": 1}", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GPT_OSS, |
| COMMON_REASONING_FORMAT_AUTO, |
| })); |
| } |
| { |
| |
| auto tmpls = read_templates("models/templates/ByteDance-Seed-OSS.jinja"); |
| std::vector<std::string> end_tokens{ "<seed:eos>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_SEED_OSS, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_SEED_OSS, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", false); |
|
|
| |
| assert_msg_equals( |
| simple_assist_msg("Hello, world!", "I'm thinking about the answer"), |
| test_chat_parse( |
| "<seed:think>I'm thinking about the answer</seed:think>Hello, world!", |
| false, |
| { |
| COMMON_CHAT_FORMAT_SEED_OSS, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| common_chat_msg msg_budget_reflect; |
| msg_budget_reflect.role = "assistant"; |
| msg_budget_reflect.content = "<seed:cot_budget_reflect>Token usage: 45/1000\nI should continue thinking to find the best solution.</seed:cot_budget_reflect>I need to calculate this step by step."; |
| msg_budget_reflect.reasoning_content = "Token usage: 45/1000\nI should continue thinking to find the best solution."; |
| assert_msg_equals( |
| msg_budget_reflect, |
| test_chat_parse( |
| "<seed:think>Token usage: 45/1000\nI should continue thinking to find the best solution.</seed:think>" |
| "<seed:cot_budget_reflect>Token usage: 45/1000\nI should continue thinking to find the best solution.</seed:cot_budget_reflect>" |
| "I need to calculate this step by step.", |
| false, |
| { |
| COMMON_CHAT_FORMAT_SEED_OSS, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| common_chat_msg msg_tool_call; |
| msg_tool_call.role = "assistant"; |
| msg_tool_call.tool_calls.push_back({"calculate_sum", "{\"numbers\": [1, 2, 3]}", ""}); |
| assert_msg_equals( |
| msg_tool_call, |
| test_chat_parse( |
| "<seed:tool_call>\n" |
| "<function=calculate_sum>\n" |
| "<parameter=numbers>[1, 2, 3]</parameter>\n" |
| "</function>\n" |
| "</seed:tool_call>", |
| false, |
| {COMMON_CHAT_FORMAT_SEED_OSS})); |
|
|
| |
| common_chat_msg msg_reasoning_tool; |
| msg_reasoning_tool.role = "assistant"; |
| msg_reasoning_tool.content = ""; |
| msg_reasoning_tool.reasoning_content = "I need to calculate the sum of these numbers"; |
| msg_reasoning_tool.tool_calls.push_back({"calculate_sum", "{\"numbers\": [1, 2, 3]}", ""}); |
| assert_msg_equals( |
| msg_reasoning_tool, |
| test_chat_parse( |
| "<seed:think>I need to calculate the sum of these numbers</seed:think>" |
| "<seed:tool_call>\n" |
| "<function=calculate_sum>\n" |
| "<parameter=numbers>[1, 2, 3]</parameter>\n" |
| "</function>\n" |
| "</seed:tool_call>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_SEED_OSS, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| std::string tool_msg = "<seed:tool_call>\n" |
| "<function=fun>\n" |
| "<parameter=smth>[1, 2, 3]</parameter>\n" |
| "</function>"; |
| std::size_t previousToolCalls = 0; |
| for (std::size_t i = std::string("<seed:tool_call>").length(); i < tool_msg.length() - 1; i++) { |
| auto partial = tool_msg.substr(0, i); |
| auto partial_res = test_chat_parse(partial, true, { COMMON_CHAT_FORMAT_SEED_OSS, COMMON_REASONING_FORMAT_DEEPSEEK }); |
| if (partial_res.tool_calls.size() < previousToolCalls) { |
| throw std::runtime_error("Tool call size decreased on partial: " + partial + " from " + std::to_string(previousToolCalls) + " to " + std::to_string(partial_res.tool_calls.size())); |
| } |
| previousToolCalls = partial_res.tool_calls.size(); |
| } |
|
|
| |
| common_chat_msg msg_multi_param; |
| msg_multi_param.role = "assistant"; |
| msg_multi_param.tool_calls.push_back({"process_data", "{\"input\": \"test\", \"format\": \"json\"}", ""}); |
| assert_msg_equals( |
| msg_multi_param, |
| test_chat_parse( |
| "<seed:tool_call>\n" |
| "<function=process_data>\n" |
| "<parameter=input>test</parameter>\n" |
| "<parameter=format>json</parameter>\n" |
| "</function>\n" |
| "</seed:tool_call>", |
| false, |
| {COMMON_CHAT_FORMAT_SEED_OSS})); |
|
|
| |
| assert_msg_equals( |
| simple_assist_msg("", "", "calculate_sum", "{\"numbers\":"), |
| test_chat_parse( |
| "<seed:tool_call>\n" |
| "<function=calculate_sum>\n" |
| "<parameter=numbers>[1,\n", |
| true, |
| {COMMON_CHAT_FORMAT_SEED_OSS})); |
|
|
| |
| assert_msg_equals( |
| simple_assist_msg("", "I was thinking"), |
| test_chat_parse( |
| "<seed:think>I was thinking", |
| true, |
| { |
| COMMON_CHAT_FORMAT_SEED_OSS, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| assert_msg_equals( |
| simple_assist_msg("This is a simple response without reasoning."), |
| test_chat_parse( |
| "This is a simple response without reasoning.", |
| false, |
| {COMMON_CHAT_FORMAT_SEED_OSS})); |
| } |
| { |
| auto tmpls = read_templates("models/templates/NVIDIA-Nemotron-Nano-v2.jinja"); |
| std::vector<std::string> end_tokens{ "<SPECIAL_12>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_NEMOTRON_V2, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_NEMOTRON_V2, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_NEMOTRON_V2})); |
|
|
| |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_NEMOTRON_V2, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| assert_msg_equals(message_assist_call, |
| test_chat_parse( |
| "<TOOLCALL>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]</TOOLCALL>", |
| false, |
| {COMMON_CHAT_FORMAT_NEMOTRON_V2})); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><TOOLCALL>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]</TOOLCALL>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_NEMOTRON_V2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| })); |
|
|
| |
| assert_msg_equals(message_assist_call_content, |
| test_chat_parse( |
| "<TOOLCALL>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]</TOOLCALL>Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_NEMOTRON_V2} |
| )); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts_content, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><TOOLCALL>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]</TOOLCALL>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_NEMOTRON_V2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| })); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist, tools, |
| "Hello, world!\nWhat's up?\n", |
| false); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "<TOOLCALL>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]</TOOLCALL>", |
| true |
| ); |
| } |
| { |
| auto tmpls = read_templates("models/templates/deepseek-ai-DeepSeek-V3.1.jinja"); |
| std::vector<std::string> end_tokens{ "<|end▁of▁sentence|>" }; |
|
|
| for (const auto & inputs : { inputs_no_tools, inputs_tools }) { |
| auto params = common_chat_templates_apply(tmpls.get(), inputs); |
| assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, params.format); |
| assert_equals(true, params.thinking_forced_open); |
| } |
|
|
| test_templates(tmpls.get(), end_tokens, message_assist, tools, "</think>Hello, world!\nWhat's up?", false); |
| test_templates(tmpls.get(), end_tokens, message_assist_thoughts, tools, "</think>Hello, world!\nWhat's up?", false); |
| assert_msg_equals( |
| simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking"), |
| test_chat_parse( |
| "I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| })); |
| |
| assert_msg_equals( |
| simple_assist_msg("REASONING</think>ok", ""), |
| test_chat_parse( |
| "REASONING</think>ok", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_NONE, |
| false, |
| true, |
| true, |
| })); |
| |
| assert_msg_equals( |
| simple_assist_msg("", "", "get_time", "{\"city\":\"Tokyo\"}"), |
| test_chat_parse( |
| "<|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": \"Tokyo\"}<|tool▁call▁end|><|tool▁calls▁end|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| false, |
| true, |
| })); |
| |
| assert_msg_equals( |
| simple_assist_msg("", "REASONING", "get_time", "{\"city\":\"Tokyo\"}"), |
| test_chat_parse( |
| "REASONING</think><|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": \"Tokyo\"}<|tool▁call▁end|><|tool▁calls▁end|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| true, |
| })); |
| |
| common_chat_msg message_assist_multiple_calls; |
| message_assist_multiple_calls.role = "assistant"; |
| message_assist_multiple_calls.content = "CONTENT"; |
| message_assist_multiple_calls.tool_calls.push_back({"get_time", "{\"city\":\"Paris\"}", ""}); |
| message_assist_multiple_calls.tool_calls.push_back({"get_weather", "{\"city\":\"Paris\"}", ""}); |
| assert_msg_equals( |
| message_assist_multiple_calls, |
| test_chat_parse( |
| "CONTENT<|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": \"Paris\"}<|tool▁call▁end|><|tool▁call▁begin|>get_weather<|tool▁sep|>{\"city\": \"Paris\"}<|tool▁call▁end|><|tool▁calls▁end|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| false, |
| true, |
| })); |
| |
| assert_msg_equals( |
| simple_assist_msg("", "REASONING<|tool▁calls▁begin|><|tool▁call▁begin|>get_time2<|tool▁sep|>{\"city\": \"Tokyo2\"}<|tool▁call▁end|><|tool▁calls▁end|>REASONING", "get_time", "{\"city\":\"Tokyo\"}"), |
| test_chat_parse( |
| "REASONING<|tool▁calls▁begin|><|tool▁call▁begin|>get_time2<|tool▁sep|>{\"city\": \"Tokyo2\"}<|tool▁call▁end|><|tool▁calls▁end|>REASONING</think><|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": \"Tokyo\"}<|tool▁call▁end|><|tool▁calls▁end|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| true, |
| })); |
| |
| |
| |
| |
| assert_msg_equals( |
| simple_assist_msg("REASONING", "", "get_time", "{\"city\":\"Tokyo\"}"), |
| test_chat_parse( |
| "REASONING<|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": \"Tokyo\"}<|tool▁call▁end|><|tool▁calls▁end|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| true, |
| })); |
| |
| assert_msg_equals( |
| simple_assist_msg("", "REASONING<|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": \"Tokyo\"}<|tool▁call▁end|><|tool▁calls▁end|>", "", ""), |
| test_chat_parse( |
| "REASONING<|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": \"Tokyo\"}<|tool▁call▁end|><|tool▁calls▁end|>", |
| true, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| true, |
| true, |
| })); |
| |
| assert_msg_equals( |
| simple_assist_msg("CONTENT", ""), |
| test_chat_parse( |
| "CONTENT", |
| false, |
| { |
| COMMON_CHAT_FORMAT_DEEPSEEK_V3_1, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| false, |
| false, |
| true, |
| })); |
| } |
| { |
| auto tmpls = read_templates("models/templates/Apertus-8B-Instruct.jinja"); |
| std::vector<std::string> end_tokens{ "<|assistant_end|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_APERTUS, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_APERTUS, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_APERTUS})); |
|
|
| |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<|inner_prefix|>I'm\nthinking<|inner_suffix|>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_APERTUS, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| assert_msg_equals(message_assist_call, |
| test_chat_parse( |
| "<|tools_prefix|>[{\"special_function\": {\"arg1\": 1}}]<|tools_suffix|>", |
| false, |
| {COMMON_CHAT_FORMAT_APERTUS})); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts, |
| test_chat_parse( |
| "<|inner_prefix|>I'm\nthinking<|inner_suffix|><|tools_prefix|>[{\"special_function\": {\"arg1\": 1}}]<|tools_suffix|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_APERTUS, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| })); |
|
|
| |
| assert_msg_equals(message_assist_call_content, |
| test_chat_parse( |
| "<|tools_prefix|>[{\"special_function\": {\"arg1\": 1}}]<|tools_suffix|>Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_APERTUS} |
| )); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts_content, |
| test_chat_parse( |
| "<|inner_prefix|>I'm\nthinking<|inner_suffix|><|tools_prefix|>[{\"special_function\": {\"arg1\": 1}}]<|tools_suffix|>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_APERTUS, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| })); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist, tools, |
| "Hello, world!\nWhat's up?", |
| false); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "<|tools_prefix|>[{\"special_function\": {\"arg1\": 1}}]<|tools_suffix|>", |
| true |
| ); |
|
|
| |
| |
| } |
| { |
| |
| auto tmpls = read_templates("models/templates/llama-cpp-lfm2.jinja"); |
| std::vector<std::string> end_tokens{ "<|im_end|>" }; |
|
|
| auto inputs_tools_forced_json_schema = std::invoke([&]() -> common_chat_templates_inputs { |
| common_chat_templates_inputs inputs; |
| inputs.messages = { |
| std::invoke([&]() -> common_chat_msg { |
| common_chat_msg msg; |
| msg.role = "system"; |
| msg.content = "force json schema.\n"; |
| return msg; |
| }), |
| message_user, |
| }; |
| inputs.tools = {special_function_tool}; |
| return inputs; |
| }); |
|
|
| { |
| auto params = common_chat_templates_apply(tmpls.get(), inputs_no_tools); |
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, params.format); |
| assert_equals(false, params.grammar_lazy); |
| assert_equals(std::string(R"(<|im_start|>user |
| Hey there!<|im_end|> |
| <|im_start|>assistant |
| )"), params.prompt); |
| } |
|
|
| { |
| auto params = common_chat_templates_apply(tmpls.get(), inputs_tools); |
| assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, params.format); |
| assert_equals(false, params.grammar_lazy); |
| assert_equals(std::string(R"(<|im_start|>system |
| List of tools: <|tool_list_start|>[{"type": "function", "function": {"name": "special_function", "description": "I'm special", "parameters": {"type": "object", "properties": {"arg1": {"type": "integer", "description": "The arg."}}, "required": ["arg1"]}}}]<|tool_list_end|><|im_end|> |
| <|im_start|>user |
| Hey there!<|im_end|> |
| <|im_start|>assistant |
| )"), params.prompt); |
| assert_equals(true, params.grammar.empty()); |
| } |
|
|
| { |
| auto params = common_chat_templates_apply(tmpls.get(), inputs_tools_forced_json_schema); |
| assert_equals(COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS, params.format); |
| assert_equals(true, params.grammar_lazy); |
| assert_equals(std::string(R"(<|im_start|>system |
| List of tools: <|tool_list_start|>[{"type": "function", "function": {"name": "special_function", "description": "I'm special", "parameters": {"type": "object", "properties": {"arg1": {"type": "integer", "description": "The arg."}}, "required": ["arg1"]}}}]<|tool_list_end|><|im_end|> |
| <|im_start|>user |
| Hey there!<|im_end|> |
| <|im_start|>assistant |
| )"), params.prompt); |
| assert_equals(false, params.grammar.empty()); |
| } |
|
|
| |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS})); |
|
|
| |
| common_chat_msg msg_single_tool_call; |
| msg_single_tool_call.role = "assistant"; |
| msg_single_tool_call.tool_calls.push_back({"special_function", "{\"arg1\":1}", ""}); |
| assert_msg_equals( |
| msg_single_tool_call, |
| test_chat_parse( |
| "<|tool_call_start|>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]<|tool_call_end|>", |
| false, |
| {COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS})); |
|
|
| |
| common_chat_msg msg_tool_call_string; |
| msg_tool_call_string.role = "assistant"; |
| msg_tool_call_string.tool_calls.push_back({"get_weather", "{\"location\":\"Paris\"}", ""}); |
| assert_msg_equals( |
| msg_tool_call_string, |
| test_chat_parse( |
| "<|tool_call_start|>[{\"name\": \"get_weather\", \"arguments\": {\"location\": \"Paris\"}}]<|tool_call_end|>", |
| false, |
| {COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS})); |
|
|
| |
| common_chat_msg msg_multi_args; |
| msg_multi_args.role = "assistant"; |
| msg_multi_args.tool_calls.push_back({"calculate", "{\"x\":10,\"y\":20,\"operation\":\"add\"}", ""}); |
| assert_msg_equals( |
| msg_multi_args, |
| test_chat_parse( |
| "<|tool_call_start|>[{\"name\": \"calculate\", \"arguments\": {\"x\": 10, \"y\": 20, \"operation\": \"add\"}}]<|tool_call_end|>", |
| false, |
| {COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS})); |
|
|
| |
| common_chat_msg msg_multiple_tools; |
| msg_multiple_tools.role = "assistant"; |
| msg_multiple_tools.tool_calls.push_back({"get_weather", "{\"location\":\"Paris\"}", ""}); |
| msg_multiple_tools.tool_calls.push_back({"get_time", "{\"timezone\":\"UTC\"}", ""}); |
| assert_msg_equals( |
| msg_multiple_tools, |
| test_chat_parse( |
| "<|tool_call_start|>[{\"name\": \"get_weather\", \"arguments\": {\"location\": \"Paris\"}}, {\"name\": \"get_time\", \"arguments\": {\"timezone\": \"UTC\"}}]<|tool_call_end|>", |
| false, |
| {COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS})); |
|
|
| |
| common_chat_msg msg_content_before_tool; |
| msg_content_before_tool.role = "assistant"; |
| msg_content_before_tool.content = "Let me check the weather for you."; |
| msg_content_before_tool.tool_calls.push_back({"get_weather", "{\"location\":\"Paris\"}", ""}); |
| assert_msg_equals( |
| msg_content_before_tool, |
| test_chat_parse( |
| "Let me check the weather for you.<|tool_call_start|>[{\"name\": \"get_weather\", \"arguments\": {\"location\": \"Paris\"}}]<|tool_call_end|>", |
| false, |
| {COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS})); |
|
|
| |
| common_chat_msg msg_content_after_tool; |
| msg_content_after_tool.role = "assistant"; |
| msg_content_after_tool.content = "Here's the result."; |
| msg_content_after_tool.tool_calls.push_back({"get_weather", "{\"location\":\"Paris\"}", ""}); |
| assert_msg_equals( |
| msg_content_after_tool, |
| test_chat_parse( |
| "<|tool_call_start|>[{\"name\": \"get_weather\", \"arguments\": {\"location\": \"Paris\"}}]<|tool_call_end|>Here's the result.", |
| false, |
| {COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS})); |
|
|
| |
| common_chat_msg msg_tool_call_newlines; |
| msg_tool_call_newlines.role = "assistant"; |
| msg_tool_call_newlines.tool_calls.push_back({"get_current_time", "{\"location\":\"Paris\"}", ""}); |
| assert_msg_equals( |
| msg_tool_call_newlines, |
| test_chat_parse( |
| "<|tool_call_start|>[{\n \"name\": \"get_current_time\",\n \"arguments\": {\n \"location\": \"Paris\"\n }\n}]<|tool_call_end|>", |
| false, |
| {COMMON_CHAT_FORMAT_LFM2_WITH_JSON_TOOLS})); |
|
|
| |
| |
| |
| |
| } |
|
|
| { |
| auto tmpls = read_templates("models/templates/MiniMax-M2.jinja"); |
| std::vector<std::string> end_tokens{ "[e~[" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_MINIMAX_M2, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_MINIMAX_M2, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_MINIMAX_M2})); |
|
|
| |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_MINIMAX_M2, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| assert_msg_equals(message_assist_call, |
| test_chat_parse( |
| "<minimax:tool_call><invoke name=\"special_function\"><parameter name=\"arg1\">1</parameter></invoke></minimax:tool_call>", |
| false, |
| {COMMON_CHAT_FORMAT_MINIMAX_M2})); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><minimax:tool_call><invoke name=\"special_function\"><parameter name=\"arg1\">1</parameter></invoke></minimax:tool_call>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_MINIMAX_M2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| })); |
|
|
| |
| assert_msg_equals(message_assist_call_content, |
| test_chat_parse( |
| "<minimax:tool_call><invoke name=\"special_function\"><parameter name=\"arg1\">1</parameter></invoke></minimax:tool_call>Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_MINIMAX_M2} |
| )); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts_content, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><minimax:tool_call><invoke name=\"special_function\"><parameter name=\"arg1\">1</parameter></invoke></minimax:tool_call>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_MINIMAX_M2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| })); |
|
|
| |
| test_parser_with_streaming(message_assist_call_thoughts_content, |
| "<think>I'm\nthinking\n</think>Hello, world!\nWhat's up?\n<minimax:tool_call><invoke name=\"special_function\"><parameter name=\"arg1\">1</parameter></invoke></minimax:tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_MINIMAX_M2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming(message_assist_call_thoughts_unparsed, |
| "<think>I'm\nthinking</think>\n\n<minimax:tool_call><invoke name=\"special_function\"><parameter name=\"arg1\">1</parameter></invoke></minimax:tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_MINIMAX_M2, |
| COMMON_REASONING_FORMAT_NONE |
| }); }); |
| test_parser_with_streaming(message_assist_call_thoughts_content, |
| "<think>I'm\nthinking\n</think>\n\nHello, world!\nWhat's up?\n\n<minimax:tool_call>\n<invoke name=\"special_function\">\n<parameter name=\"arg1\">1</parameter>\n</invoke>\n</minimax:tool_call>\n", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_MINIMAX_M2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming(message_assist_call_withopt, |
| "<minimax:tool_call>\n<invoke name=\"special_function_with_opt\">\n<parameter name=\"arg1\">1</parameter>\n<parameter name=\"arg2\">2</parameter>\n</invoke>\n</minimax:tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_MINIMAX_M2, |
| COMMON_REASONING_FORMAT_NONE |
| }); }); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist, tools, |
| "Hello, world!\nWhat's up?", |
| false); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "<minimax:tool_call>\n<invoke name=\"special_function\">\n<parameter name=\"arg1\">1</parameter>\n</invoke>\n</minimax:tool_call>", |
| true, |
| true, |
| COMMON_REASONING_FORMAT_NONE, |
| true |
| ); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call_noopt, tools, |
| "<minimax:tool_call>\n<invoke name=\"special_function_with_opt\">\n<parameter name=\"arg1\">1</parameter>\n</invoke>\n</minimax:tool_call>", |
| true, |
| true, |
| COMMON_REASONING_FORMAT_NONE, |
| true |
| ); |
| test_templates(tmpls.get(), end_tokens, message_assist_call_withopt, tools, |
| "<minimax:tool_call>\n<invoke name=\"special_function_with_opt\">\n<parameter name=\"arg1\">1</parameter>\n<parameter name=\"arg2\">2</parameter>\n</invoke>\n</minimax:tool_call>", |
| true, |
| true, |
| COMMON_REASONING_FORMAT_NONE, |
| true |
| ); |
| } |
|
|
| { |
| auto tmpls = read_templates("models/templates/GLM-4.6.jinja"); |
| std::vector<std::string> end_tokens{ "<|assistant|>", "<|observation|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_GLM_4_5, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_GLM_4_5, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_GLM_4_5})); |
|
|
| |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "\n<think>I'm\nthinking</think>\nHello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GLM_4_5, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| }), true); |
|
|
| |
| assert_msg_equals(message_assist_call, |
| test_chat_parse( |
| "\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>", |
| false, |
| {COMMON_CHAT_FORMAT_GLM_4_5}), true); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts, |
| test_chat_parse( |
| "\n<think>I'm\nthinking</think>\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GLM_4_5, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }), true); |
|
|
| |
| assert_msg_equals(message_assist_call_content, |
| test_chat_parse( |
| "\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_GLM_4_5} |
| ), true); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts_content, |
| test_chat_parse( |
| "\n<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_GLM_4_5, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }), true); |
|
|
| |
| test_parser_with_streaming(message_assist_call_thoughts_content, |
| "\n<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_GLM_4_5, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming(message_assist_call_thoughts_unparsed, |
| "\n<think>I'm\nthinking</think>\n\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_GLM_4_5, |
| COMMON_REASONING_FORMAT_NONE |
| }); }); |
| test_parser_with_streaming(message_assist_call_withopt, |
| "\n<think></think>\n<tool_call>special_function_with_opt\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n<arg_key>arg2</arg_key>\n<arg_value>2</arg_value>\n</tool_call>\n", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_GLM_4_5, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming( |
| simple_assist_msg("", "", "complex_function", "{\"name\":\"John Doe\",\"age\":30,\"active\":true,\"score\":95.5}"), |
| "<tool_call>complex_function\n" |
| "<arg_key>name</arg_key>\n" |
| "<arg_value>John Doe</arg_value>\n" |
| "<arg_key>age</arg_key>\n" |
| "<arg_value>30</arg_value>\n" |
| "<arg_key>active</arg_key>\n" |
| "<arg_value>true</arg_value>\n" |
| "<arg_key>score</arg_key>\n" |
| "<arg_value>95.5</arg_value>\n" |
| "</tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, {COMMON_CHAT_FORMAT_GLM_4_5}); }); |
| test_parser_with_streaming( |
| simple_assist_msg("", "", "web_search", "{\"query\":\"\\\"From Zero\\\" Linkin Park album tracklist complete songs\",\"limit\":3,\"type\":\"text\"}"), |
| "<tool_call>web_search\n" |
| "<arg_key>query</arg_key>\n" |
| "<arg_value>\"From Zero\" Linkin Park album tracklist complete songs</arg_value>\n" |
| "<arg_key>limit</arg_key>\n" |
| "<arg_value>3</arg_value>\n" |
| "<arg_key>type</arg_key>\n" |
| "<arg_value>text</arg_value>\n" |
| "</tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, {COMMON_CHAT_FORMAT_GLM_4_5}); }); |
|
|
| |
| test_parser_with_streaming(simple_assist_msg("Hello, world!\n\nWhat's up?", "I'm\nthinkingThinking2", "special_function", "{\"arg1\": 1}"), |
| "\n<think>I'm\nthinking</think>Hello, world!\n<think>Thinking2</think>What's up?\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_GLM_4_5, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming(simple_assist_msg("\n<think>I'm\nthinking</think>Hello, world!\n<think>Thinking2</think>What's up?", "", "special_function", "{\"arg1\": 1}"), |
| "\n<think>I'm\nthinking</think>Hello, world!\n<think>Thinking2</think>What's up?\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_GLM_4_5, |
| COMMON_REASONING_FORMAT_NONE |
| }); }); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist, tools, |
| "\n<think></think>\nHello, world!\nWhat's up?", |
| false); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "\n<think></think>\n<tool_call>special_function\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>\n", |
| true, |
| false, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true |
| ); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call_noopt, tools, |
| "\n<think></think>\n<tool_call>special_function_with_opt\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n</tool_call>\n", |
| true, |
| false, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true |
| ); |
| test_templates(tmpls.get(), end_tokens, message_assist_call_withopt, tools, |
| "\n<think></think>\n<tool_call>special_function_with_opt\n<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n<arg_key>arg2</arg_key>\n<arg_value>2</arg_value>\n</tool_call>\n", |
| true, |
| false, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true |
| ); |
| } |
|
|
| { |
| auto tmpls = read_templates("models/templates/Kimi-K2-Thinking.jinja"); |
| std::vector<std::string> end_tokens{ "<|im_end|>" }; |
|
|
| assert_equals(COMMON_CHAT_FORMAT_KIMI_K2, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format); |
| assert_equals(COMMON_CHAT_FORMAT_KIMI_K2, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| |
| assert_msg_equals(message_assist, |
| test_chat_parse( |
| "Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_KIMI_K2})); |
|
|
| |
| assert_msg_equals(message_assist_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| })); |
|
|
| |
| assert_msg_equals(message_assist_call, |
| test_chat_parse( |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>", |
| false, |
| {COMMON_CHAT_FORMAT_KIMI_K2})); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>", |
| false, |
| { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| })); |
|
|
| |
| assert_msg_equals(message_assist_call_content, |
| test_chat_parse( |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>Hello, world!\nWhat's up?", |
| false, |
| {COMMON_CHAT_FORMAT_KIMI_K2} |
| )); |
|
|
| |
| assert_msg_equals(message_assist_call_thoughts_content, |
| test_chat_parse( |
| "<think>I'm\nthinking</think><|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>Hello, world!\nWhat's up?", |
| false, |
| { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| })); |
|
|
| |
| test_parser_with_streaming(message_assist_call_thoughts_content, |
| "<think>I'm\nthinking\n</think>Hello, world!\nWhat's up?\n<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming(message_assist_call_thoughts_unparsed, |
| "<think>I'm\nthinking</think>\n\n<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_NONE |
| }); }); |
| test_parser_with_streaming(message_assist_call_thoughts_content, |
| "<think>I'm\nthinking\n</think>\n\nHello, world!\nWhat's up?\n\n<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>\n", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming(message_assist_call_withopt, |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function_with_opt:0<|tool_call_argument_begin|>{\"arg1\": 1, \"arg2\": 2}<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_NONE |
| }); }); |
| test_parser_with_streaming(simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking", "special_function", "{\"arg1\": \"123456\"}"), |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": \"123456\"}<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming(simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking", "special_function", "{\"arg1\": [1, 2, \"345\", 6]}"), |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": [1, 2, \"345\", 6]}<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming(simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking", "special_function", "{\"arg1\": {\"12\": 34, \"5\": [67, 8], \"9\": \"10\"}}"), |
| "<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": {\"12\": 34, \"5\": [67, 8], \"9\": \"10\"}}<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming( |
| simple_assist_msg("", "", "complex_function", "{\"name\":\"John Doe\",\"age\":30,\"active\":true,\"score\":95.5}"), |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.complex_function:0<|tool_call_argument_begin|>" |
| "{\"name\": \"John Doe\", \"age\": 30, \"active\": true, \"score\": 95.5}" |
| "<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, {COMMON_CHAT_FORMAT_KIMI_K2}); }); |
| test_parser_with_streaming( |
| simple_assist_msg("", "", "web_search", "{\"query\":\"\\\"From Zero\\\" Linkin Park album tracklist complete songs\",\"limit\":3,\"type\":\"text\"}"), |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.web_search:0<|tool_call_argument_begin|>" |
| "{\"query\":\"\\\"From Zero\\\" Linkin Park album tracklist complete songs\",\"limit\":3,\"type\":\"text\"}" |
| "<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, {COMMON_CHAT_FORMAT_KIMI_K2}); }); |
| test_parser_with_streaming( |
| simple_assist_msg("", "", "read_file", "{\"args\": [{\"path\": \"src/providers/ThemeProvider.tsx\"}, {\"path\": \"src/components/Header.tsx\"}, {\"path\": \"src/components/ThemeToggle.tsx\"}, {\"path\": \"src/app/globals.css\"}, {\"path\": \"src/app/layout.tsx\"}]}"), |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.read_file:0<|tool_call_argument_begin|>" |
| "{\"args\": [{\"path\": \"src/providers/ThemeProvider.tsx\"}, {\"path\": \"src/components/Header.tsx\"}, {\"path\": \"src/components/ThemeToggle.tsx\"}, {\"path\": \"src/app/globals.css\"}, {\"path\": \"src/app/layout.tsx\"}]}" |
| "<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, {COMMON_CHAT_FORMAT_KIMI_K2}); }); |
| test_parser_with_streaming( |
| simple_assist_msg( |
| "Let me start by examining the relevant files to understand the current implementation.", "", |
| "read_file", |
| "{\"files\": [{\"path\": \"src/app/Partners.tsx\", \"line_ranges\": [\"1-100\"]}]}"), |
| "Let me start by examining the relevant files to understand the current implementation." |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.read_file:0<|tool_call_argument_begin|>" |
| "{\"files\":[{\"path\":\"src/app/Partners.tsx\",\"line_ranges\":[\"1-100\"]}]}" |
| "<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, {COMMON_CHAT_FORMAT_KIMI_K2}); }); |
| auto multi_tool_msg = simple_assist_msg("Let me call multiple tools.", "I'm thinking."); |
| multi_tool_msg.tool_calls.push_back({ "read_file", "{\"files\": [{\"path\": \"src/app/Partners.tsx\", \"line_ranges\": [\"1-100\"]}]}", "" }); |
| multi_tool_msg.tool_calls.push_back({ "web_search", "{\"query\":\"\\\"From Zero\\\" Linkin Park album tracklist complete songs\",\"limit\":3,\"type\":\"text\"}", "" }); |
| multi_tool_msg.tool_calls.push_back({ "complex_function", "{\"name\": \"John Doe\", \"age\": 30, \"active\": true, \"score\": 95.5}", "" }); |
| multi_tool_msg.tool_calls.push_back({ "emoji_function", "{\"message\":\"Hello! 👋 🌟 🚀 Testing emojis: 😀😃😄😁 and symbols: ∑∏∆∇\"}", "" }); |
| test_parser_with_streaming(multi_tool_msg, |
| "<think>I'm thinking.</think>Let me call multiple tools." |
| "<|tool_calls_section_begin|>" |
| "<|tool_call_begin|>functions.read_file:0<|tool_call_argument_begin|>" |
| "{\"files\":[{\"path\":\"src/app/Partners.tsx\",\"line_ranges\":[\"1-100\"]}]}" |
| "<|tool_call_end|>" |
| "<|tool_call_begin|>functions.web_search:1<|tool_call_argument_begin|>" |
| "{\"query\":\"\\\"From Zero\\\" Linkin Park album tracklist complete songs\",\"limit\":3,\"type\":\"text\"}" |
| "<|tool_call_end|>" |
| "<|tool_call_begin|>functions.complex_function:2<|tool_call_argument_begin|>" |
| "{\"name\": \"John Doe\", \"age\": 30, \"active\": true, \"score\": 95.5}" |
| "<|tool_call_end|>" |
| "<|tool_call_begin|>functions.emoji_function:3<|tool_call_argument_begin|>" |
| "{\"message\":\"Hello! 👋 🌟 🚀 Testing emojis: 😀😃😄😁 and symbols: ∑∏∆∇\"}" |
| "<|tool_call_end|>" |
| "<|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming( |
| simple_assist_msg("", "I'm thinking", "complex_function_in_think", "{\"name\":\"John Doe\",\"age\":30,\"active\":true,\"score\":95.5}"), |
| "<think>I'm thinking<|tool_calls_section_begin|><|tool_call_begin|>functions.complex_function_in_think:0<|tool_call_argument_begin|>" |
| "{\"name\": \"John Doe\", \"age\": 30, \"active\": true, \"score\": 95.5}" |
| "<|tool_call_end|><|tool_calls_section_end|>", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
| test_parser_with_streaming( |
| simple_assist_msg("Hello", "I'm thinkingI'm still thinking", "complex_function_in_think", "{\"name\":\"John Doe\",\"age\":30,\"active\":true,\"score\":95.5}"), |
| "<think>I'm thinking<|tool_calls_section_begin|><|tool_call_begin|>functions.complex_function_in_think:0<|tool_call_argument_begin|>" |
| "{\"name\": \"John Doe\", \"age\": 30, \"active\": true, \"score\": 95.5}" |
| "<|tool_call_end|><|tool_calls_section_end|>I'm still thinking</think>Hello", |
| [&](const std::string &msg) { return test_chat_parse(msg, true, { |
| COMMON_CHAT_FORMAT_KIMI_K2, |
| COMMON_REASONING_FORMAT_DEEPSEEK |
| }); }); |
|
|
| |
| common_chat_templates_inputs conversation_with_tools = inputs_tools; |
| conversation_with_tools.messages.push_back(simple_assist_msg("Let's do it", "Think first", "complex_function", "{\"name\":\"John Doe\",\"age\":30,\"active\":true,\"score\":95.5}")); |
| conversation_with_tools.messages.push_back({ |
| "tool", |
| "Tool response 1", |
| {}, |
| {}, |
| "", |
| "complex_function", |
| "", |
| }); |
| conversation_with_tools.messages.push_back(simple_assist_msg("Continue", "Think next", "web_search", "{\"query\":\"\\\"From Zero\\\" Linkin Park album tracklist complete songs\",\"limit\":3,\"type\":\"text\"}")); |
| conversation_with_tools.messages.push_back({ |
| "tool", |
| "Tool response 2", |
| {}, |
| {}, |
| "", |
| "web_search", |
| "", |
| }); |
| conversation_with_tools.messages.push_back(simple_assist_msg("CC", "Think last", "read_file", "{\"args\": [{\"path\": \"src/providers/ThemeProvider.tsx\"}, {\"path\": \"src/components/Header.tsx\"}, {\"path\": \"src/components/ThemeToggle.tsx\"}, {\"path\": \"src/app/globals.css\"}, {\"path\": \"src/app/layout.tsx\"}]}")); |
| conversation_with_tools.messages.push_back({ |
| "tool", |
| "Tool response 3", |
| {}, |
| {}, |
| "", |
| "read_file", |
| "", |
| }); |
| assert_equals(common_chat_templates_apply(tmpls.get(), conversation_with_tools).prompt, std::string("<|im_system|>tool_declare<|im_middle|>[{\"type\": \"function\", \"function\": {\"name\": \"special_function\", \"description\": \"I'm special\", \"parameters\": {\"type\": \"object\", \"properties\": {\"arg1\": {\"type\": \"integer\", \"description\": \"The arg.\"}}, \"required\": [\"arg1\"]}}}]<|im_end|><|im_system|>system<|im_middle|>You are Kimi, an AI assistant created by Moonshot AI.<|im_end|><|im_user|>user<|im_middle|>Hey there!<|im_end|><|im_assistant|>assistant<|im_middle|><think>Think first</think>Let's do it<|tool_calls_section_begin|><|tool_call_begin|>functions.complex_function:0<|tool_call_argument_begin|>{\"name\":\"John Doe\",\"age\":30,\"active\":true,\"score\":95.5}<|tool_call_end|><|tool_calls_section_end|><|im_end|><|im_system|>complex_function<|im_middle|>## Return of functions.complex_function:0\nTool response 1<|im_end|><|im_assistant|>assistant<|im_middle|><think>Think next</think>Continue<|tool_calls_section_begin|><|tool_call_begin|>functions.web_search:1<|tool_call_argument_begin|>{\"query\":\"\\\"From Zero\\\" Linkin Park album tracklist complete songs\",\"limit\":3,\"type\":\"text\"}<|tool_call_end|><|tool_calls_section_end|><|im_end|><|im_system|>web_search<|im_middle|>## Return of functions.web_search:1\nTool response 2<|im_end|><|im_assistant|>assistant<|im_middle|><think>Think last</think>CC<|tool_calls_section_begin|><|tool_call_begin|>functions.read_file:2<|tool_call_argument_begin|>{\"args\": [{\"path\": \"src/providers/ThemeProvider.tsx\"}, {\"path\": \"src/components/Header.tsx\"}, {\"path\": \"src/components/ThemeToggle.tsx\"}, {\"path\": \"src/app/globals.css\"}, {\"path\": \"src/app/layout.tsx\"}]}<|tool_call_end|><|tool_calls_section_end|><|im_end|><|im_system|>read_file<|im_middle|>## Return of functions.read_file:2\nTool response 3<|im_end|><|im_assistant|>assistant<|im_middle|>")); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist, tools, |
| "<think></think>Hello, world!\nWhat's up?", |
| false); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call, tools, |
| "<think></think><|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>", |
| true, |
| true, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true |
| ); |
|
|
| |
| test_templates(tmpls.get(), end_tokens, message_assist_call_noopt, tools, |
| "<think></think><|tool_calls_section_begin|><|tool_call_begin|>functions.special_function_with_opt:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>", |
| true, |
| true, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true |
| ); |
| test_templates(tmpls.get(), end_tokens, message_assist_call_withopt, tools, |
| "<think></think><|tool_calls_section_begin|><|tool_call_begin|>functions.special_function_with_opt:0<|tool_call_argument_begin|>{\"arg1\": 1, \"arg2\": 2}<|tool_call_end|><|tool_calls_section_end|>", |
| true, |
| true, |
| COMMON_REASONING_FORMAT_DEEPSEEK, |
| true |
| ); |
| } |
|
|
| { |
| |
| |
| |
| auto tmpls = read_templates("models/templates/stepfun-ai-Step-3.5-Flash.jinja"); |
| assert_equals(COMMON_CHAT_FORMAT_PEG_CONSTRUCTED, common_chat_templates_apply(tmpls.get(), inputs_tools).format); |
|
|
| |
| { |
| common_chat_templates_inputs inputs; |
| inputs.messages = { message_user }; |
| inputs.tools = { special_function_tool }; |
| auto params = common_chat_templates_apply(tmpls.get(), inputs); |
| assert_equals(COMMON_CHAT_FORMAT_PEG_CONSTRUCTED, params.format); |
| assert_equals(true, params.thinking_forced_open); |
| assert_equals(false, params.grammar.empty()); |
| assert_equals(false, params.parser.empty()); |
| auto grammar = build_grammar(params.grammar); |
| GGML_ASSERT(grammar && "Failed to build Step-3.5-Flash grammar"); |
| } |
| } |
| } |
|
|
| static void test_template_output_peg_parsers() { |
| printf("[%s]\n", __func__); |
|
|
| |
| const char * invoice_schema = R"({ |
| "type": "object", |
| "properties": { |
| "amount": {"type": "number"}, |
| "date": {"type": "string"} |
| } |
| })"; |
|
|
| { |
| |
| auto tmpls = read_templates("models/templates/mistralai-Ministral-3-14B-Reasoning-2512.jinja"); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "Hello, world!\nWhat's up?"; |
| t.expect = message_assist; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?"; |
| t.expect.content = "[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?"; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
|
|
| t.expect = message_assist_thoughts; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = R"([TOOL_CALLS]special_function[ARGS]{"arg1":1})"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {special_function_tool}; |
|
|
| t.expect = message_assist_call; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "[THINK]I'm\nthinking[/THINK]" |
| R"([TOOL_CALLS]special_function[ARGS]{"arg1":1})"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {special_function_tool}; |
|
|
| t.expect = message_assist_call_thoughts; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = R"([TOOL_CALLS]special_function[ARGS]{"arg1": 1})" |
| R"([TOOL_CALLS]special_function_with_opt[ARGS]{"arg1": 1, "arg2": 2})"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.parallel_tool_calls = true; |
| t.params.tools = {special_function_tool, special_function_tool_with_optional_param}; |
|
|
| t.expect.tool_calls = {{ |
| "special_function", |
| R"({"arg1": 1})", |
| {}, |
| }, { |
| "special_function_with_opt", |
| R"({"arg1": 1, "arg2": 2})", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "[THINK]I need to output the invoice details in JSON[/THINK]" |
| "```json\n" |
| R"({"amount": 123.45, "date": "2025-12-03"})" |
| "\n```"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.json_schema = invoice_schema; |
|
|
| t.expect.reasoning_content = "I need to output the invoice details in JSON"; |
| t.expect.content =R"({"amount": 123.45, "date": "2025-12-03"})"; |
| }); |
| } |
|
|
| { |
| |
| auto tmpls = read_templates("models/templates/Qwen3-Coder.jinja"); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "Hello, world!\nWhat's up?"; |
| t.expect = message_assist; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.tools = {special_function_tool}; |
| t.expect = message_assist_call; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>\n" |
| "<tool_call>\n" |
| "<function=special_function_with_opt>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "<parameter=arg2>\n" |
| "2\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.parallel_tool_calls = true; |
| t.params.tools = {special_function_tool, special_function_tool_with_optional_param}; |
|
|
| t.expect.tool_calls = {{ |
| "special_function", |
| R"({"arg1": 1})", |
| {}, |
| }, { |
| "special_function_with_opt", |
| R"({"arg1": 1, "arg2": 2})", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "def hello():\n" |
| " print(\"Hello, world!\")\n" |
| "\n" |
| "hello()\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.tools = {python_tool}; |
|
|
| t.expect.tool_calls = {{ |
| "python", |
| "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=todo_list>\n" |
| "<parameter=todos>\n" |
| "[{\"item\": \"Check stuff\", \"selected\": false}, {\"item\": \"Prepare stuff\", \"selected\": true}]\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.tools = {todo_list_tool}; |
|
|
| t.expect.tool_calls = {{ |
| "todo_list", |
| "{\"todos\": [{\"item\": \"Check stuff\", \"selected\": false}, {\"item\": \"Prepare stuff\", \"selected\": true}]}", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "def hello():\n" |
| " print(\"Hello, world!\")\n" |
| "\n" |
| "hello()\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.tools = {python_tool}; |
|
|
| t.expect.tool_calls = {{ |
| "python", |
| "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = R"({"amount": 123.45, "date": "2025-12-03"})"; |
| t.params.json_schema = invoice_schema; |
|
|
| t.expect.content = R"({"amount": 123.45, "date": "2025-12-03"})"; |
| }); |
| } |
|
|
| { |
| |
| auto tmpls = read_templates("models/templates/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16.jinja"); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "Hello, world!\nWhat's up?"; |
| t.expect = message_assist; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "I'm\nthinking\n</think>\nHello, world!\nWhat's up?"; |
| t.expect.content = "I'm\nthinking\n</think>\nHello, world!\nWhat's up?"; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "I'm\nthinking\n</think>\nHello, world!\nWhat's up?"; |
| t.params.enable_thinking = true; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
|
|
| t.expect = message_assist_thoughts; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.enable_thinking = false; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {special_function_tool}; |
|
|
| t.expect = message_assist_call; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "I'm\nthinking\n</think>\n" |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {special_function_tool}; |
|
|
| t.expect = message_assist_call_thoughts; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>\n" |
| "<tool_call>\n" |
| "<function=special_function_with_opt>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "<parameter=arg2>\n" |
| "2\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.enable_thinking = false; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.parallel_tool_calls = true; |
| t.params.tools = {special_function_tool, special_function_tool_with_optional_param}; |
|
|
| t.expect.tool_calls = {{ |
| "special_function", |
| R"({"arg1": 1})", |
| {}, |
| }, { |
| "special_function_with_opt", |
| R"({"arg1": 1, "arg2": 2})", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "def hello():\n" |
| " print(\"Hello, world!\")\n" |
| "\n" |
| "hello()\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.enable_thinking = false; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {python_tool}; |
|
|
| t.expect.tool_calls = {{ |
| "python", |
| "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "def hello():\n" |
| " print(\"Hello, world!\")\n" |
| "\n" |
| "hello()\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.enable_thinking = false; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {python_tool}; |
|
|
| t.expect.tool_calls = {{ |
| "python", |
| "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "I need to output the invoice details in JSON\n" |
| "</think>\n" |
| R"({"amount": 123.45, "date": "2025-12-03"})"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.json_schema = invoice_schema; |
|
|
| t.expect.reasoning_content = "I need to output the invoice details in JSON"; |
| t.expect.content = R"({"amount": 123.45, "date": "2025-12-03"})"; |
| }); |
| } |
|
|
| { |
| |
| |
| |
| auto tmpls = read_templates("models/templates/stepfun-ai-Step-3.5-Flash.jinja"); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "I'm\nthinking\n</think>\nHello, world!\nWhat's up?"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
|
|
| t.expect = message_assist_thoughts; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "</think>\nHello, world!\nWhat's up?"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
|
|
| t.expect = message_assist; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {special_function_tool}; |
|
|
| t.expect = message_assist_call; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "I'm\nthinking\n</think>\n" |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {special_function_tool}; |
|
|
| t.expect = message_assist_call_thoughts; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "I'm\nthinking\n</think>\n" |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>\n" |
| "<tool_call>\n" |
| "<function=special_function_with_opt>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "<parameter=arg2>\n" |
| "2\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.parallel_tool_calls = true; |
| t.params.tools = {special_function_tool, special_function_tool_with_optional_param}; |
|
|
| t.expect.reasoning_content = "I'm\nthinking"; |
| t.expect.tool_calls = {{ |
| "special_function", |
| R"({"arg1": 1})", |
| {}, |
| }, { |
| "special_function_with_opt", |
| R"({"arg1": 1, "arg2": 2})", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>\n" |
| "<tool_call>\n" |
| "<function=special_function_with_opt>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "<parameter=arg2>\n" |
| "2\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.parallel_tool_calls = true; |
| t.params.tools = {special_function_tool, special_function_tool_with_optional_param}; |
|
|
| t.expect.tool_calls = {{ |
| "special_function", |
| R"({"arg1": 1})", |
| {}, |
| }, { |
| "special_function_with_opt", |
| R"({"arg1": 1, "arg2": 2})", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "def hello():\n" |
| " print(\"Hello, world!\")\n" |
| "\n" |
| "hello()\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {python_tool}; |
|
|
| t.expect.tool_calls = {{ |
| "python", |
| "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "def hello():\n" |
| " print(\"Hello, world!\")\n" |
| "\n" |
| "hello()\n" |
| "</function>\n" |
| "</tool_call>"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.tools = {python_tool}; |
|
|
| t.expect.tool_calls = {{ |
| "python", |
| "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", |
| {}, |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = |
| "I need to output the invoice details in JSON\n" |
| "</think>\n" |
| R"({"amount": 123.45, "date": "2025-12-03"})"; |
| t.params.reasoning_format = COMMON_REASONING_FORMAT_AUTO; |
| t.params.json_schema = invoice_schema; |
|
|
| t.expect.reasoning_content = "I need to output the invoice details in JSON"; |
| t.expect.content = R"({"amount": 123.45, "date": "2025-12-03"})"; |
| }); |
| } |
|
|
| { |
| |
| auto tmpls = read_templates("models/templates/upstage-Solar-Open-100B.jinja"); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|content|>Hello, world!\nWhat's up?"; |
| t.expect = message_assist; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|think|>I'm\nthinking<|end|><|begin|>assistant<|content|>Hello, world!\nWhat's up?"; |
| t.expect = message_assist_thoughts; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|content|>Hello, world!\nWhat's up?"; |
| t.params.chat_template_kwargs["reasoning_effort"] = "\"low\""; |
| t.expect = message_assist; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|tool_calls|>" |
| "<|tool_call:begin|>123456789" |
| "<|tool_call:name|>special_function" |
| "<|tool_call:args|>{\"arg1\":1}" |
| "<|tool_call:end|>"; |
|
|
| t.params.chat_template_kwargs["reasoning_effort"] = "\"low\""; |
| t.params.tools = {special_function_tool}; |
| t.expect = message_assist_call_id; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|think|>I'm\nthinking<|end|>" |
| "<|begin|>assistant<|tool_calls|>" |
| "<|tool_call:begin|>0" |
| "<|tool_call:name|>special_function" |
| "<|tool_call:args|>{\"arg1\":1}" |
| "<|tool_call:end|>"; |
|
|
| t.params.tools = {special_function_tool}; |
| t.expect = message_assist_thoughts_call_idx; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|think|>I'm\nthinking<|end|>" |
| "<|begin|>assistant<|tool_calls|>" |
| "<|tool_call:begin|>0" |
| "<|tool_call:name|>special_function" |
| "<|tool_call:args|>{\"arg1\":1}" |
| "<|tool_call:end|>"; |
|
|
| t.params.tools = {special_function_tool}; |
| t.params.tool_choice = COMMON_CHAT_TOOL_CHOICE_REQUIRED; |
| t.expect = message_assist_thoughts_call_idx; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|tool_calls|>" |
| "<|tool_call:begin|>0" |
| "<|tool_call:name|>special_function" |
| "<|tool_call:args|>{\"arg1\":1}" |
| "<|tool_call:end|>"; |
|
|
| t.params.tools = {special_function_tool}; |
| t.params.tool_choice = COMMON_CHAT_TOOL_CHOICE_REQUIRED; |
| t.params.chat_template_kwargs["reasoning_effort"] = "\"low\""; |
| t.expect = message_assist_call_idx; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|think|>I'm\nthinking<|end|>" |
| "<|begin|>assistant<|tool_calls|>" |
| "<|tool_call:begin|>0" |
| "<|tool_call:name|>special_function" |
| "<|tool_call:args|>{\"arg1\":1}" |
| "<|tool_call:end|>" |
| "<|tool_call:begin|>1" |
| "<|tool_call:name|>special_function_with_opt" |
| "<|tool_call:args|>{\"arg1\": 1, \"arg2\": 2}" |
| "<|tool_call:end|>"; |
|
|
| t.params.parallel_tool_calls = true; |
| t.params.tools = {special_function_tool, special_function_tool_with_optional_param}; |
|
|
| t.expect.reasoning_content = "I'm\nthinking"; |
| t.expect.tool_calls = {{ |
| "special_function", |
| R"({"arg1": 1})", |
| "0", |
| }, { |
| "special_function_with_opt", |
| R"({"arg1": 1, "arg2": 2})", |
| "1", |
| }}; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|think|>I need to output the invoice details in JSON<|end|>" |
| "<|begin|>assistant<|content|>" |
| R"({"amount": 123.45, "date": "2025-12-03"})"; |
|
|
| t.params.json_schema = invoice_schema; |
|
|
| t.expect.reasoning_content = "I need to output the invoice details in JSON"; |
| t.expect.content =R"({"amount": 123.45, "date": "2025-12-03"})"; |
| }); |
|
|
| |
| test_peg_parser(tmpls.get(), [&](auto & t) { |
| t.input = "<|content|>" |
| R"({"amount": 123.45, "date": "2025-12-03"})"; |
|
|
| t.params.chat_template_kwargs["reasoning_effort"] = "\"low\""; |
| t.params.json_schema = invoice_schema; |
|
|
| t.expect.content =R"({"amount": 123.45, "date": "2025-12-03"})"; |
| }); |
| } |
| } |
|
|
| static void test_msg_diffs_compute() { |
| printf("[%s]\n", __func__); |
| { |
| common_chat_msg msg1; |
|
|
| common_chat_msg msg2; |
| msg2.content = "Hello, world!"; |
|
|
| common_chat_msg_diff diff; |
| diff.content_delta = "Hello, world!"; |
|
|
| assert_equals( |
| {diff}, |
| common_chat_msg_diff::compute_diffs(msg1, msg2)); |
| } |
| { |
| common_chat_msg msg1; |
| msg1.content = "Hello,"; |
|
|
| common_chat_msg msg2; |
| msg2.content = "Hello, world!"; |
|
|
| common_chat_msg_diff diff; |
| diff.content_delta = " world!"; |
|
|
| assert_equals( |
| {diff}, |
| common_chat_msg_diff::compute_diffs(msg1, msg2)); |
| } |
| { |
| common_chat_msg msg0; |
|
|
| common_chat_msg msg1; |
| msg1.tool_calls = { { "special_function", "{\"ar", "123" } }; |
|
|
| common_chat_msg msg2; |
| msg2.tool_calls = { { "special_function", "{\"arg1\": 1}", "123" } }; |
|
|
| common_chat_msg_diff diff01; |
| diff01.tool_call_index = 0; |
| diff01.tool_call_delta.name = "special_function"; |
| diff01.tool_call_delta.id = "123"; |
| diff01.tool_call_delta.arguments = "{\"ar"; |
|
|
| assert_equals( |
| {diff01}, |
| common_chat_msg_diff::compute_diffs(msg0, msg1)); |
|
|
| common_chat_msg_diff diff12; |
| diff12.tool_call_index = 0; |
| |
| diff12.tool_call_delta.arguments = "g1\": 1}"; |
|
|
| assert_equals( |
| {diff12}, |
| common_chat_msg_diff::compute_diffs(msg1, msg2)); |
| } |
| { |
| common_chat_msg msg0; |
|
|
| common_chat_msg msg2; |
| msg2.tool_calls = { |
| { "f1", "{\"arg1\": 1}", "123" }, |
| { "f2", "{\"arg2\": 2}", "222" }, |
| }; |
|
|
| common_chat_msg_diff diff1; |
| diff1.tool_call_index = 0; |
| diff1.tool_call_delta.name = "f1"; |
| diff1.tool_call_delta.id = "123"; |
| diff1.tool_call_delta.arguments = "{\"arg1\": 1}"; |
|
|
| common_chat_msg_diff diff2; |
| diff2.tool_call_index = 1; |
| diff2.tool_call_delta.name = "f2"; |
| diff2.tool_call_delta.id = "222"; |
| diff2.tool_call_delta.arguments = "{\"arg2\": 2}"; |
|
|
| assert_equals( |
| {diff1, diff2}, |
| common_chat_msg_diff::compute_diffs(msg0, msg2)); |
| } |
| } |
|
|
| int main(int argc, char ** argv) { |
| common_log_set_verbosity_thold(999); |
|
|
| |
| #ifndef _WIN32 |
| if (argc > 1) { |
| common_chat_templates_inputs inputs; |
| common_chat_msg msg; |
| msg.role = "user"; |
| msg.content = "Hey"; |
| inputs.messages = {msg}; |
| inputs.tools = { special_function_tool }; |
|
|
| std::cout << "| Template | Format |\n"; |
| std::cout << "|----------|--------|\n"; |
|
|
| for (int i = 1; i < argc; i++) { |
| try { |
| std::string path = argv[i]; |
| if (path.rfind(".jinja") != path.size() - 6) { |
| std::cerr << "Skipping non-jinja file: " << path << '\n'; |
| continue; |
| } |
| auto tmpls = read_templates(path); |
| auto parts = string_split(path, "/"); |
| auto name = parts[parts.size() - 1]; |
| auto format = common_chat_format_name(common_chat_templates_apply(tmpls.get(), inputs).format); |
| std::cout << "| " << name << " | " << format << " |\n"; |
| } catch (const std::exception & e) { |
| std::cerr << "Failed to process " << argv[i] << ": " << e.what() << '\n'; |
| } |
| } |
| } else |
| #endif |
| { |
| test_msg_diffs_compute(); |
| test_msgs_oaicompat_json_conversion(); |
| test_tools_oaicompat_json_conversion(); |
| test_template_output_parsers(); |
| test_template_output_peg_parsers(); |
| std::cout << "\n[chat] All tests passed!" << '\n'; |
| } |
| return 0; |
| |
| |
| |
| |
| } |
|
|