Update README.md
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README.md
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@@ -20,12 +20,13 @@ from torchao.quantization import Int4WeightOnlyConfig
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quant_config = Int4WeightOnlyConfig(group_size=128)
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quantization_config = TorchAoConfig(quant_type=quant_config)
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quantized_model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto", quantization_config=quantization_config)
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# Push to hub
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USER_ID = "YOUR_USER_ID"
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save_to = "{USER_ID}/{model_id}-int4wo"
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quantized_model.push_to_hub(save_to, safe_serialization=False)
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-
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# Manual Testing
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messages = [
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quant_config = Int4WeightOnlyConfig(group_size=128)
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quantization_config = TorchAoConfig(quant_type=quant_config)
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quantized_model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto", quantization_config=quantization_config)
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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# Push to hub
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USER_ID = "YOUR_USER_ID"
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save_to = "{USER_ID}/{model_id}-int4wo"
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quantized_model.push_to_hub(save_to, safe_serialization=False)
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tokenizer.push_to_hub(save_to)
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# Manual Testing
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messages = [
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