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AutoRound

7 atoms · 跨 3 天 · 首见 2026-05-18 · 最近 2026-06-01

三色: 🟦 fact 7 · 🟥 take 0 · stance ▲0/▼0/◆0

来源: X 7

时态: fresh:7

标签: 好信源:5 · 好观点:1 · 好思考:1

2026-06-01 · 开源状态
It's fully open-source.
tags: 好信源 · → daily
value: direction=fully open-source
2026-06-01 · 性能权衡
it's always a trade-off among perf, accuracy, and model size
tags: 好思考 · → daily
2026-05-31 · 版本发布
We released AutoRound v0.13 to advance the quantization of LLM & Omni models.
tags: 好信源 · → daily
value: qty=v0.13 · date=2026-05-31
2026-05-18 · 发布了新论文
🎊AutoRound new paper
tags: 好信源 · → daily
2026-05-18 · 支持4-bit及sub-4-bit
Support 4-bits and sub-4-bits
tags: 好信源 · → daily
2026-05-18 · 集成了vLLM、SGLang、vLLM-Omni、HuggingFace、TorchAO等
Well integrated with vLLM, SGLang, vLLM-Omni, HuggingFace, TorchAO etc.
tags: 好信源 · → daily
2026-06-01 · 技术特点
gradient‑based rounding reduces per‑channel bias at the cost of extra calibration loss sensitivity
tags: 好观点 · → daily