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Wednesday, Jun 3, 2026

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LLM Compressor v0.11.0 with distributed quantization

Recoordinate released v0.11.0 of llm-compressor with DDP support for quantization methods and a refactored Compressed Tensors API [ref:1].

1 person shipped this

dhuangnm @dhuangnm 1 cited

The release added distributed data parallel support for AWQ and SmoothQuant, achieving speedups of up to 3.2x on quantization workloads [1]. The Compressed Tensors API underwent a comprehensive refactor to improve lifecycle management for observers and related tooling. Model support expanded across the quantization and compression pipeline.

python quantization llm

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v0.11.0 · vllm-project/llm-compressor

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LLM Compressor v0.11.0 with distributed quantization

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