The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm
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2507.18553
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37
Alexandra
alexandraww
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Optimization, LLMs
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The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane
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Unified Scaling Laws for Compressed Representations
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Unified Scaling Laws for Compressed Representations
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SVD-Free Low-Rank Adaptive Gradient Optimization for Large Language Models
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Quartet: Native FP4 Training Can Be Optimal for Large Language Models
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2505.14669
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