Update app.py
Browse files
app.py
CHANGED
@@ -1,24 +1,17 @@
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import
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from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig, pipeline
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# Modelo já quantizado
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model_id = "TheBloke/phi-2-GPTQ"
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# Configuração para 4-bit/8-bit quantization
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bnb_config = BitsAndBytesConfig(
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load_in_4bit=
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bnb_4bit_compute_dtype="float16",
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bnb_4bit_use_double_quant=True,
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bnb_4bit_quant_type="nf4"
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)
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# Carregar tokenizer e modelo
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tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
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model = AutoModelForCausalLM.from_pretrained(
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model_id,
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device_map="auto",
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)
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# Pipeline de texto
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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from transformers import AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig
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model_id = "TheBloke/phi-2-GPTQ"
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bnb_config = BitsAndBytesConfig(
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load_in_4bit=False # Força desabilitar quantização
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)
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tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
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model = AutoModelForCausalLM.from_pretrained(
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model_id,
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device_map="auto",
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trust_remote_code=True,
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quantization_config=bnb_config
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)
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# Pipeline de texto
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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