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llama : add BPE pre-tokenization for Qwen2 (#7114)
* Add BPE pre-tokenization for Qwen2. * minor : fixes --------- Co-authored-by: Ren Xuancheng <17811943+jklj077@users.noreply.github.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
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10
llama.cpp
10
llama.cpp
@ -4391,6 +4391,9 @@ static void llm_load_vocab(
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} else if (
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tokenizer_pre == "command-r") {
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vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_COMMAND_R;
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} else if (
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tokenizer_pre == "qwen2") {
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vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_QWEN2;
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} else if (
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tokenizer_pre == "olmo") {
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vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_OLMO;
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@ -12263,6 +12266,13 @@ struct llm_tokenizer_bpe {
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"'s|'t|'re|'ve|'m|'ll|'d| ?\\p{L}+| ?\\p{N}+| ?[^\\s\\p{L}\\p{N}]+|\\s+(?!\\S)",
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});
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break;
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case LLAMA_VOCAB_PRE_TYPE_QWEN2:
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word_collection = unicode_regex_split(text, {
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// original regex from tokenizer.json
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// "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+"
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"(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
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});
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break;
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default:
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// default regex for BPE tokenization pre-processing
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word_collection = unicode_regex_split(text, {
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