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updated app.py
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app.py
CHANGED
@@ -20,19 +20,19 @@ books_db_client = books_db.as_retriever()
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# Initialize the model and tokenizer
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model_name = "stabilityai/stablelm-zephyr-3b"
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bnb_config = transformers.BitsAndBytesConfig(
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model_config = transformers.AutoConfig.from_pretrained(model_name, max_new_tokens=1024)
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model = transformers.AutoModelForCausalLM.from_pretrained(
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model_name,
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trust_remote_code=True,
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config=model_config,
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quantization_config=bnb_config,
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device_map=device,
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)
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# Initialize the model and tokenizer
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model_name = "stabilityai/stablelm-zephyr-3b"
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# bnb_config = transformers.BitsAndBytesConfig(
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# load_in_4bit=True,
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# bnb_4bit_quant_type='nf4',
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# bnb_4bit_use_double_quant=True,
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# bnb_4bit_compute_dtype=torch.bfloat16
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# )
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model_config = transformers.AutoConfig.from_pretrained(model_name, max_new_tokens=1024)
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model = transformers.AutoModelForCausalLM.from_pretrained(
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model_name,
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trust_remote_code=True,
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config=model_config,
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# quantization_config=bnb_config,
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device_map=device,
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)
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