wmpscc commited on
Commit
fa56ce2
·
1 Parent(s): 982c554

Update app.py

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Files changed (1) hide show
  1. app.py +3 -3
app.py CHANGED
@@ -7,7 +7,7 @@ from transformers import AutoModelForCausalLM, AutoTokenizer
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  def init_model():
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- model = AutoModelForCausalLM.from_pretrained("Linly-AI/Chinese-LLaMA-2-7B-hf", device_map="auto", torch_dtype=torch.float16, trust_remote_code=True)
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  tokenizer = AutoTokenizer.from_pretrained("Linly-AI/Chinese-LLaMA-2-7B-hf", use_fast=False, trust_remote_code=True)
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  return model, tokenizer
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@@ -15,8 +15,8 @@ def init_model():
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  def chat(prompt, top_k, temperature):
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  prompt = f"### Instruction:{prompt.strip()} ### Response:"
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- inputs = tokenizer(prompt, return_tensors="pt")
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- generate_ids = model.generate(inputs.input_ids, max_new_tokens=2048, do_sample = True, top_k=top_k, top_p = 0, temperature=temperature, repetition_penalty=1.15, eos_token_id=2, bos_token_id=1, pad_token_id=0)
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  response = tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
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  response = response.lstrip(prompt)
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  print('log:', response)
 
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  def init_model():
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+ model = AutoModelForCausalLM.from_pretrained("Linly-AI/Chinese-LLaMA-2-7B-hf", device_map="cuda:0", torch_dtype=torch.float16, trust_remote_code=True)
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  tokenizer = AutoTokenizer.from_pretrained("Linly-AI/Chinese-LLaMA-2-7B-hf", use_fast=False, trust_remote_code=True)
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  return model, tokenizer
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  def chat(prompt, top_k, temperature):
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  prompt = f"### Instruction:{prompt.strip()} ### Response:"
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+ inputs = tokenizer(prompt, return_tensors="pt").to("cuda:0")
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+ generate_ids = model.generate(inputs.input_ids, max_new_tokens=20480, do_sample = True, top_k=top_k, top_p = 0, temperature=temperature, repetition_penalty=1.15, eos_token_id=2, bos_token_id=1, pad_token_id=0)
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  response = tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
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  response = response.lstrip(prompt)
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  print('log:', response)