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# AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
# AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration [[Paper](https://arxiv.org/abs/2306.00978)]
**Efficient and accurate** low-bit weight quantization (INT3/4) for LLMs, supporting **instruction-tuned** models and **multi-modal** LMs.
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