/** * llama.cpp - commit 3f1ae2e32cde00c39b96be6d01c2997c29bae555 - do not edit this file * * MIT License * * Copyright (c) 2023-2024 The ggml authors * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #pragma once #include "llama-impl.h" #include #include #include #include #include struct llm_tokenizer; struct llama_vocab { using id = llama_token; using token = std::string; using tattr = llama_token_attr; struct token_data { token text; float score; tattr attr; }; uint32_t n_vocab = 0; // TODO: not great because has to keep in sync with hparams.n_vocab enum llama_vocab_type type = LLAMA_VOCAB_TYPE_SPM; enum llama_vocab_pre_type type_pre = LLAMA_VOCAB_PRE_TYPE_DEFAULT; int max_token_len = 0; // used for optimizing longest token search std::unordered_map token_to_id; std::vector id_to_token; std::vector cache_special_tokens; std::vector cache_token_to_piece; // llama_token_to_piece(special = true); std::map, int> bpe_ranks; // default LLaMA special tokens id special_bos_id = 1; id special_eos_id = 2; id special_unk_id = 0; id special_sep_id = -1; id special_pad_id = -1; id special_cls_id = -1; id special_mask_id = -1; id linefeed_id = 13; id special_prefix_id = -1; id special_suffix_id = -1; id special_middle_id = -1; id special_eot_id = -1; // TODO: move above after "eos_id", and here add "file separator" token id special_eom_id = -1; // set of all tokens that cause "end of generation" std::set special_eog_ids; // tokenizer flags bool tokenizer_add_space_prefix = false; bool tokenizer_add_bos = false; bool tokenizer_add_eos = false; bool tokenizer_ignore_merges = false; bool tokenizer_clean_spaces = false; // clean_up_tokenization_spaces bool tokenizer_remove_extra_whitespaces = false; bool tokenizer_escape_whitespaces = true; bool tokenizer_treat_whitespace_as_suffix = false; std::vector precompiled_charsmap; llm_tokenizer * tokenizer = nullptr; llama_vocab() = default; ~llama_vocab(); int find_bpe_rank(const std::string & token_left, const std::string & token_right) const; void init_tokenizer(); }; // // internal API // // TODO: rename to llama_tokenize_impl // TODO: This should probably be in llama.h std::vector llama_tokenize_internal( const llama_vocab & vocab, std::string raw_text, bool add_special, bool parse_special = false); // TODO: move the API below as member functions of llama_vocab llama_token llama_byte_to_token_impl(const llama_vocab & vocab, uint8_t ch); const char * llama_token_get_text_impl(const struct llama_vocab & vocab, llama_token token); float llama_token_get_score_impl(const struct llama_vocab & vocab, llama_token token); llama_token_attr llama_token_get_attr_impl(const struct llama_vocab & vocab, llama_token token); bool llama_token_is_eog_impl(const struct llama_vocab & vocab, llama_token token); bool llama_token_is_control_impl(const struct llama_vocab & vocab, llama_token token); llama_token llama_token_bos_impl(const struct llama_vocab & vocab); llama_token llama_token_eos_impl(const struct llama_vocab & vocab); llama_token llama_token_cls_impl(const struct llama_vocab & vocab); llama_token llama_token_sep_impl(const struct llama_vocab & vocab); llama_token llama_token_nl_impl (const struct llama_vocab & vocab); llama_token llama_token_pad_impl(const struct llama_vocab & vocab); bool llama_add_bos_token_impl(const struct llama_vocab & vocab); bool llama_add_eos_token_impl(const struct llama_vocab & vocab); llama_token llama_token_prefix_impl(const struct llama_vocab & vocab); llama_token llama_token_middle_impl(const struct llama_vocab & vocab); llama_token llama_token_suffix_impl(const struct llama_vocab & vocab); llama_token llama_token_eot_impl (const struct llama_vocab & vocab); llama_token llama_token_eom_impl (const struct llama_vocab & vocab); int32_t llama_tokenize_impl( const struct llama_vocab & vocab, const char * text, int32_t text_len, llama_token * tokens, int32_t n_tokens_max, bool add_special, bool parse_special); // does not write null-terminator to buf int32_t llama_token_to_piece_impl( const struct llama_vocab & vocab, llama_token token, char * buf, int32_t length, int32_t lstrip, bool special); int32_t llama_detokenize_impl( const struct llama_vocab & vocab, const llama_token * tokens, int32_t n_tokens, char * text, int32_t text_len_max, bool remove_special, bool unparse_special);