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Half-Quadratic Quantization

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2026-06-30

aclanthology.org

large-language-models

Diet-KIT: Post-Training Quantization for Speech LLMs

Researchers from the Karlsruhe Institute of Technology developed Diet-KIT, a post-training quantization system that compresses the Qwen2-Audio-7B speech LLM from 16 GB to 3.98 GB while maintaining tra…

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Qwen2-Audio-7B 1 Karlsruhe Institute of Technology 1 IWSLT 1 AWQ 1 COMET 1