6 天之前 · AdventureQuest Worlds is the best MMORPG (massively multiplayer online roleplaying game) that is browser based. There are no downloads or software to install, and this 2D MMO …

This Jack Hartmann's Alphabet A-Z series for the letter Q q. Learn about the Letter Q.Learn that Q is a consonant in the alphabet. Learn to recognize the upp...

2023年6月1日 · We propose Activation-aware Weight Quantization (AWQ), a hardware-friendly approach for LLM low-bit weight-only quantization. AWQ finds that not all weights in an LLM …

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Efficient and accurate low-bit weight quantization (INT3/4) for LLMs, supporting instruction-tuned models and multi-modal LMs. The current release supports: AWQ search for accurate …

在本文中，我们提出了 "激活感知权重量化"（Activation-aware Weight Quantization，AWQ），这是一种对硬件友好的 LLM 低位权重量化方法。 我们的方法基于权重并非同等重要这一观点： …

2024年4月4日 · Activation-aware Weight Quantization (AWQ) is one of them. It is easy to use, easy to understand, and easy to modify. AutoAWQ is a handy implementation of AWQ. We …

2023年10月16日 · Activation-Aware Weight Quantization (AWQ) is a technique that seeks to address this challenge by optimizing LLMs, more broadly deep neural networks, for efficient …

AWQ outperforms existing methods on various language modeling and domain-specific benchmarks, including instruction-tuned LMs and multi-modal LMs. The authors also …

2024年5月28日 · AWQ的原理非常简单，就是计算一个scale系数tensor，shape为 [k]，k为矩阵乘的权重reduce的维度大小。 对激活除以该tensor，并对矩阵乘的权重乘以该tensor，这降低了 …