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b6e230a
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1 Parent(s): f2c9ffc

Delete chat-qwen.py

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  1. chat-qwen.py +0 -33
chat-qwen.py DELETED
@@ -1,33 +0,0 @@
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- from transformers import AutoModelForCausalLM, AutoTokenizer
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-
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- def get_response(prompt: str):
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- model = AutoModelForCausalLM.from_pretrained(
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- "Qwen/Qwen2-7B-Instruct-GPTQ-Int4",
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- torch_dtype="auto",
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- device_map="auto",
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- )
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-
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- tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2-7B-Instruct-GPTQ-Int4")
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-
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- prompt = "Give me a short introduction to large language model."
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- messages = [
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- {"role": "system", "content": "You are a helpful assistant."},
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- {"role": "user", "content": prompt},
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- ]
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- text = tokenizer.apply_chat_template(
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- messages,
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- tokenize=False,
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- add_generation_prompt=True,
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- )
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- model_inputs = tokenizer([text], return_tensors="pt").to(model.device)
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-
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- generated_ids = model.generate(
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- **model_inputs,
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- max_new_tokens=512,
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- )
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- generated_ids = [
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- output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids)
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- ]
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-
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- response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
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- return response