// Copyright 2025 The ODML Authors. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include "runtime/components/model_resources_task.h" #include #include #include #include #include "absl/log/absl_log.h" // from @com_google_absl #include "absl/memory/memory.h" // from @com_google_absl #include "absl/status/status.h" // from @com_google_absl #include "absl/status/statusor.h" // from @com_google_absl #include "absl/strings/str_cat.h" // from @com_google_absl #include "absl/strings/string_view.h" // from @com_google_absl #include "litert/cc/litert_buffer_ref.h" // from @litert #include "litert/cc/litert_macros.h" // from @litert #include "litert/cc/litert_model.h" // from @litert #include "runtime/components/model_resources.h" #include "runtime/components/sentencepiece_tokenizer.h" #include "runtime/components/tokenizer.h" #include "runtime/util/metadata_util.h" #include "runtime/util/model_asset_bundle_resources.h" #include "runtime/util/status_macros.h" namespace litert::lm { using ::litert::BufferRef; using ::litert::Model; // static absl::StatusOr> ModelResourcesTask::Create( std::unique_ptr model_asset_bundle_resources) { auto model_resources = absl::WrapUnique( new ModelResourcesTask(std::move(model_asset_bundle_resources))); return model_resources; } absl::StatusOr ModelResourcesTask::GetTFLiteModelBuffer( ModelType model_type) { std::string model_file = litert::lm::ModelTypeToString(model_type); return model_asset_bundle_resources_->GetFile(model_file); }; absl::StatusOr ModelResourcesTask::GetTFLiteModel( ModelType model_type) { auto it = model_map_.find(model_type); if (it != model_map_.end()) { return it->second.get(); } std::string model_file = litert::lm::ModelTypeToString(model_type); auto buffer = model_asset_bundle_resources_->GetFile(model_file); if (!buffer.ok()) { return absl::NotFoundError(absl::StrCat(ModelTypeToString(model_type), " not found in the model.")); } ABSL_LOG(INFO) << "litert model size: " << buffer->size(); auto buffer_ref = BufferRef(buffer->data(), buffer->size()); LITERT_ASSIGN_OR_RETURN(auto model, Model::CreateFromBuffer(buffer_ref)); model_map_[model_type] = std::make_unique(std::move(model)); return model_map_[model_type].get(); } absl::StatusOr> ModelResourcesTask::GetTokenizer() { ASSIGN_OR_RETURN(auto string_view, model_asset_bundle_resources_->GetFile("TOKENIZER_MODEL")); return SentencePieceTokenizer::CreateFromBuffer(string_view); } absl::StatusOr ModelResourcesTask::GetLlmMetadata() { if (llm_metadata_ == nullptr) { ASSIGN_OR_RETURN(auto string_view, model_asset_bundle_resources_->GetFile("METADATA")); ASSIGN_OR_RETURN(auto llm_metadata, ExtractOrConvertLlmMetadata(string_view)); llm_metadata_ = std::make_unique(std::move(llm_metadata)); ABSL_LOG(INFO) << "The llm metadata: " << llm_metadata_->DebugString(); } return llm_metadata_.get(); }; } // namespace litert::lm