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Fix gemma2 tokenizer convert (#8244)

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* fix gemma2 tokenizer convert

* remove scores

* improve code, fix new line issue
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Xuan Son Nguyen 2024-07-02 01:07:23 +02:00 committed by GitHub
parent cb5fad4c6c
commit 5fac350b9c
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1 changed files with 27 additions and 10 deletions
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convert-hf-to-gguf.py
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@ -576,7 +576,19 @@ class Model:
special_vocab._set_special_token("unk", tokenizer.special_tokens["<|endoftext|>"]) special_vocab._set_special_token("unk", tokenizer.special_tokens["<|endoftext|>"])
special_vocab.add_to_gguf(self.gguf_writer) special_vocab.add_to_gguf(self.gguf_writer)
def _set_vocab_sentencepiece(self): def _set_vocab_sentencepiece(self, add_to_gguf=True):
tokens, scores, toktypes = self._create_vocab_sentencepiece()
self.gguf_writer.add_tokenizer_model("llama")
self.gguf_writer.add_tokenizer_pre("default")
self.gguf_writer.add_token_list(tokens)
self.gguf_writer.add_token_scores(scores)
self.gguf_writer.add_token_types(toktypes)
special_vocab = gguf.SpecialVocab(self.dir_model, n_vocab=len(tokens))
special_vocab.add_to_gguf(self.gguf_writer)
def _create_vocab_sentencepiece(self):
from sentencepiece import SentencePieceProcessor from sentencepiece import SentencePieceProcessor
tokenizer_path = self.dir_model / 'tokenizer.model' tokenizer_path = self.dir_model / 'tokenizer.model'
@ -638,14 +650,7 @@ class Model:
scores.append(-1000.0) scores.append(-1000.0)
toktypes.append(SentencePieceTokenTypes.UNUSED) toktypes.append(SentencePieceTokenTypes.UNUSED)
self.gguf_writer.add_tokenizer_model("llama") return tokens, scores, toktypes
self.gguf_writer.add_tokenizer_pre("default")
self.gguf_writer.add_token_list(tokens)
self.gguf_writer.add_token_scores(scores)
self.gguf_writer.add_token_types(toktypes)
special_vocab = gguf.SpecialVocab(self.dir_model, n_vocab=len(tokens))
special_vocab.add_to_gguf(self.gguf_writer)
def _set_vocab_llama_hf(self): def _set_vocab_llama_hf(self):
vocab = gguf.LlamaHfVocab(self.dir_model) vocab = gguf.LlamaHfVocab(self.dir_model)
@ -2345,7 +2350,19 @@ class Gemma2Model(Model):
model_arch = gguf.MODEL_ARCH.GEMMA2 model_arch = gguf.MODEL_ARCH.GEMMA2
def set_vocab(self): def set_vocab(self):
self._set_vocab_llama_hf() tokens, scores, toktypes = self._create_vocab_sentencepiece()
# hack: This is required so that we can properly use start/end-of-turn for chat template
for i in range(108):
# including <unusedX>, <start_of_turn>, <end_of_turn>
toktypes[i] = SentencePieceTokenTypes.CONTROL
self.gguf_writer.add_tokenizer_model("llama")
self.gguf_writer.add_tokenizer_pre("default")
self.gguf_writer.add_token_list(tokens)
self.gguf_writer.add_token_scores(scores)
self.gguf_writer.add_token_types(toktypes)
special_vocab = gguf.SpecialVocab(self.dir_model, n_vocab=len(tokens))
special_vocab.add_to_gguf(self.gguf_writer)
self.gguf_writer.add_add_space_prefix(False) self.gguf_writer.add_add_space_prefix(False)
def set_gguf_parameters(self): def set_gguf_parameters(self):