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| // 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. | |
| namespace litert::lm { | |
| // Function to check if the token deletion from the KV cache should be | |
| // triggered if the model's current step is about to exceed the model's | |
| // context size. | |
| // Args: | |
| // current_step: The current step of the model. | |
| // current_step_offset: The offset of the current step. | |
| // context_size: The context size of the model. | |
| // Returns: | |
| // A boolean indicating whether the token deletion from the KV cache should | |
| // be triggered. | |
| ::litert::Expected<bool> ShouldDeleteKVCacheTokens(int current_step, | |
| int start_position, | |
| size_t context_size); | |
| // Function to delete tokens from the KV cache. | |
| // Args: | |
| // input_kv_cache_buffers: The input KV cache buffers. | |
| // num_tokens_to_drop: The number of tokens to drop from the KV cache. | |
| // init_tokens_to_retain: The number of initial tokens to retain | |
| // from the KV cache to implement streamingLLM behavior. | |
| // Returns: | |
| // A void indicating the success of the token deletion from the KV cache. | |
| ::litert::Expected<void> DeleteTokensFromKvCache( | |
| absl::flat_hash_map<absl::string_view, ::litert::TensorBuffer>* | |
| input_kv_cache_buffers, | |
| int num_tokens_to_drop, int init_tokens_to_retain); | |
| // Function to delete tokens from the KV cache if needed. | |
| // Args: | |
| // input_kv_cache_buffers: The input KV cache buffers. | |
| // num_tokens_to_drop: The number of tokens to drop from the KV cache. | |
| // init_tokens_to_retain: The number of initial tokens to retain | |
| // from the KV cache to implement streamingLLM behavior. | |
| // current_step: The current step of the model. | |
| // start_position: The start position of the model. | |
| // context_size: The context size of the model. | |
| // Returns: | |
| // A boolean indicating whether the token deletion from the KV cache was | |
| // triggered. | |
| ::litert::Expected<bool> DeleteTokensIfNeeded( | |
| absl::flat_hash_map<absl::string_view, ::litert::TensorBuffer>* | |
| input_kv_cache_buffers, | |
| int num_tokens_to_drop, int init_tokens_to_retain, int current_step, | |
| int& start_position, size_t context_size); | |
| // Returns true if the tensor name is a KV cache tensor. | |
| bool IsKVCacheTensor(absl::string_view tensor_name); | |
| } // namespace litert::lm | |