Block Quantization
![[论文评述] BCQ: Block Clustered Quantization for 4-bit (W4A4) LLM Inference](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/bcq-block-clustered-quantization-for-4-bit-w4a4-llm-inference-1.png "Block Quantization")
![[论文评述] Block Rotation is All You Need for MXFP4 Quantization](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/block-rotation-is-all-you-need-for-mxfp4-quantization-4.png "Block Quantization")
![[논문 리뷰] LoPRo: Enhancing Low-Rank Quantization via Permuted Block-Wise ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/lopro-enhancing-low-rank-quantization-via-permuted-block-wise-rotation-3.png "Block Quantization"){kind=icon}
![[论文评述] TesseraQ: Ultra Low-Bit LLM Post-Training Quantization with ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/tesseraq-ultra-low-bit-llm-post-training-quantization-with-block-reconstruction-1.png "Block Quantization")
:%20Analysis%20and%20Variations&subtitle=Can%20LLMs%20get%20smarter%20by%20rethinking%20how%20we%20shrink%20them%3F "Block Quantization")
![[21.06] A White Paper on Neural Network Quantization](https://velog.velcdn.com/images/yeomjinseop/post/ba8bdece-b98b-4a7c-8f09-986633952b86/image.png "Block Quantization")
![[论文评述] Improving Quantization-aware Training of Low-Precision Network ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/improving-quantization-aware-training-of-low-precision-network-via-block-replacement-on-full-precision-counterpart-2.png "Block Quantization")
![[2312.09028] Design Space Exploration of Low-Bit Quantized Neural ...](https://ar5iv.labs.arxiv.org/html/2312.09028/assets/figures/blockdiagram.png "Block Quantization")
![[논문 리뷰] Task-Circuit Quantization: Leveraging Knowledge Localization ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/task-circuit-quantization-leveraging-knowledge-localization-and-interpretability-for-compression-1.png "Block Quantization")
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