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update generate args

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This commit is contained in:
gongjy 2025-02-15 23:55:10 +08:00
parent 5b65bc767e
commit 19b388cd87
1 changed files with 6 additions and 4 deletions
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model/model.py
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@ -329,13 +329,15 @@ class MiniMindLM(PreTrainedModel):
stream=False, rp=1., use_cache=True, pad_token_id=0, **args):
# 流式生成
if stream:
return self._generate_stream(input_ids, eos_token_id, max_new_tokens, temperature, top_p, rp, use_cache)
return self._generate_stream(input_ids, eos_token_id, max_new_tokens, temperature, top_p, rp, use_cache,
**args)
# 直接生成
generated = []
for i in range(input_ids.size(0)):
non_pad = input_ids[i][input_ids[i] != pad_token_id].unsqueeze(0)
out = self._generate_stream(non_pad, eos_token_id, max_new_tokens, temperature, top_p, rp, use_cache)
out = self._generate_stream(non_pad, eos_token_id, max_new_tokens, temperature, top_p, rp, use_cache,
**args)
tokens_list = [tokens[:, -1:] for tokens in out]
gen = torch.cat(tokens_list, dim=-1) if tokens_list else non_pad
full_sequence = torch.cat([non_pad, gen], dim=-1)
@ -353,10 +355,10 @@ class MiniMindLM(PreTrainedModel):
start, first_seq, past_kvs = input_ids.shape[1], True, None
while input_ids.shape[1] < max_new_tokens - 1:
if first_seq or not use_cache:
out, first_seq = self(input_ids, past_key_values=past_kvs, use_cache=use_cache), False
out, first_seq = self(input_ids, past_key_values=past_kvs, use_cache=use_cache, **args), False
else:
out = self(input_ids[:, -1:], past_key_values=past_kvs, use_cache=use_cache,
start_pos=input_ids.shape[1] - 1)
start_pos=input_ids.shape[1] - 1, **args)
logits, past_kvs = out.logits[:, -1, :], out.past_key_values
logits[:, list(set(input_ids.tolist()[0]))] /= rp
logits /= (temperature + 1e-9)