// Copyright 2024 Google LLC // SPDX-License-Identifier: Apache-2.0 // // 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 // // https://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. #ifndef THIRD_PARTY_GEMMA_CPP_GEMMA_TOKENIZER_H_ #define THIRD_PARTY_GEMMA_CPP_GEMMA_TOKENIZER_H_ #include #include #include #include #include "compression/io.h" // Path #include "gemma/common.h" // ModelInfo namespace gcpp { // The tokenizer's end of sentence and beginning of sentence token ids. constexpr int EOS_ID = 1; constexpr int SECONDARY_EOS_ID = 106; // for Gemma 3 constexpr int BOS_ID = 2; class GemmaTokenizer { public: GemmaTokenizer(); explicit GemmaTokenizer(const Path& tokenizer_path); // must come after definition of Impl ~GemmaTokenizer(); GemmaTokenizer(GemmaTokenizer&& other); GemmaTokenizer& operator=(GemmaTokenizer&& other); std::string Serialize() const; void Deserialize(const std::string& tokenizer_proto); bool Encode(const std::string& input, std::vector* pieces) const; bool Encode(const std::string& input, std::vector* ids) const; bool Decode(const std::vector& ids, std::string* detokenized) const; private: class Impl; std::unique_ptr impl_; }; std::vector WrapAndTokenize(const GemmaTokenizer& tokenizer, const ModelInfo& info, size_t pos, std::string& prompt); std::vector WrapVLM(const GemmaTokenizer& tokenizer, const ModelInfo& info, size_t pos, std::vector& tokens, size_t image_batch_size, size_t max_image_batch_size); } // namespace gcpp #endif // THIRD_PARTY_GEMMA_CPP_GEMMA_TOKENIZER_H_