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README.md
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# PyTorch Weights-only-Quantization (WoQ)
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Inference scripts for pytorch weights-only-quantization
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```
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python teq_inference.py --base meta-llama/Llama-3.2-1B --model_dir ./meta-llama_Llama-3.2-1B-TEQ-int4-gs128-asym --weights_file quantized_weight.pt --config_file qconfig.json --prompt "Tell me a joke" --device cpu
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```
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---
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license: apache-2.0
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title: PyTorch Weights-only-Quantization (WoQ)
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sdk: gradio
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emoji: 📉
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colorFrom: green
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colorTo: yellow
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pinned: false
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short_description: Inference scripts for pytorch weights-only-quantization
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---
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# PyTorch Weights-only-Quantization (WoQ)
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Inference scripts for pytorch weights-only-quantization
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```
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python teq_inference.py --base meta-llama/Llama-3.2-1B --model_dir ./meta-llama_Llama-3.2-1B-TEQ-int4-gs128-asym --weights_file quantized_weight.pt --config_file qconfig.json --prompt "Tell me a joke" --device cpu
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```
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