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6 days ago · : Your one-stop shop for supplies and consumables for Print finishing, Binding, Point of Sale, Display

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Feb 6, 2024 · Post-training quantization (PTQ) reduces the memory footprint of LLMs by quantizing their weights to low-precision. In this work, we introduce QuIP#, a weight-only PTQ …

Jul 25, 2023 · QuIP consists of two steps: (1) an adaptive rounding procedure minimizing a quadratic proxy objective; (2) efficient pre- and post-processing that ensures weight and …

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TLDR: Our proposed incoherence processing enables quantization of large language models down to 2 bits. Please see our paper for full details. The code is built on top of OPTQ's …

Post-training quantization (PTQ) reduces the memory footprint of LLMs by quantizing their weights to low-precision. In this work, we in-troduce QuIP#, a weight-only PTQ method that …