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Quantization-Aware Healing: A Practical Recipe for Recovering Compressed, 4-Bit LLMs

2 outlets

arXiv:2608.20953v1 Announce Type: cross Abstract: Serving large language models cheaply increasingly means shipping models that are both structurally compressed to a fraction of their parameters and quantized to 4 bits. Together these steps…

Summary from arXiv cs.AI.

Coverage 2 articles · 2 outlets

  1. arXiv cs.AI
    Quantization-Aware Healing: A Practical Recipe for Recovering Compressed, 4-Bit LLMs
  2. Hugging Face Blog
    Quantization-Aware Healing: a compressed, 4-bit model that outperforms its full-precision original