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quantization_info.json
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{
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"quantization_method": "awq_4bit",
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"linear_layers": "0/115 (4-bit AWQ)",
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"embedding_layers": "0/0 (not quantized by AWQ)",
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"total_quantized": "0/115",
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"original_model": "Qwen/Qwen3-0.6B-Base",
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"calibration_data_path": "smoothquant/smoothquant/calibration_prompts.json",
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"calibration_samples": 100,
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"quantization_timestamp": "2025-06-10 20:40:48",
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"pytorch_version": "2.6.0+cu118",
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"estimated_compression_ratio": "4.0x",
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"estimated_size_mb": 284.21875,
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"original_size_mb": 1136.875,
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"formats_included": [
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"awq_safetensors"
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],
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"lighteval_compatible": true,
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"awq_config": {
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"zero_point": true,
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"q_group_size": 128,
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"w_bit": 4,
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"version": "GEMM"
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},
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"notes": "4-bit AWQ quantization with activation-aware weight optimization"
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}
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