Stop the generation when <|eom_id|> token is encountered - needed for Llama 3.1 tool call support (#8858)

* gguf-py, llama : add constants and methods related to Llama-3.1 <|eom_id|> token

* llama : find Llama-3.1 <|eom_id|> token id during vocab loading

* llama-vocab : add Llama-3.1 <|eom_id|> token to the set of tokens stopping the generation

---------

Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>
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fairydreaming 2024-08-05 09:38:01 +02:00 committed by GitHub
parent e31a4f6797
commit d3f0c7166a
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5 changed files with 27 additions and 1 deletions

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@ -359,6 +359,7 @@ enum llm_kv {
LLM_KV_TOKENIZER_SUFFIX_ID,
LLM_KV_TOKENIZER_MIDDLE_ID,
LLM_KV_TOKENIZER_EOT_ID,
LLM_KV_TOKENIZER_EOM_ID,
LLM_KV_ADAPTER_TYPE,
LLM_KV_ADAPTER_LORA_ALPHA,
@ -456,6 +457,7 @@ static const std::map<llm_kv, const char *> LLM_KV_NAMES = {
{ LLM_KV_TOKENIZER_SUFFIX_ID, "tokenizer.ggml.suffix_token_id" },
{ LLM_KV_TOKENIZER_MIDDLE_ID, "tokenizer.ggml.middle_token_id" },
{ LLM_KV_TOKENIZER_EOT_ID, "tokenizer.ggml.eot_token_id" },
{ LLM_KV_TOKENIZER_EOM_ID, "tokenizer.ggml.eom_token_id" },
{ LLM_KV_ADAPTER_TYPE, "adapter.type" },
{ LLM_KV_ADAPTER_LORA_ALPHA, "adapter.lora.alpha" },
@ -5583,6 +5585,7 @@ static void llm_load_vocab(
{ LLM_KV_TOKENIZER_SUFFIX_ID, vocab.special_suffix_id },
{ LLM_KV_TOKENIZER_MIDDLE_ID, vocab.special_middle_id },
{ LLM_KV_TOKENIZER_EOT_ID, vocab.special_eot_id },
{ LLM_KV_TOKENIZER_EOM_ID, vocab.special_eom_id },
};
for (const auto & it : special_token_types) {
@ -5635,6 +5638,17 @@ static void llm_load_vocab(
}
}
}
// find EOM token: "<|eom_id|>"
//
// TODO: convert scripts should provide this token through the KV metadata LLAMA_KV_TOKENIZER_EOM_ID
// for now, we apply this workaround to find the EOM token based on its text
if (vocab.special_eom_id == -1) {
const auto & t = vocab.token_to_id.find("<|eom_id|>");
if (t != vocab.token_to_id.end()) {
vocab.special_eom_id = t->second;
}
}
}
// build special tokens cache