Hugging Face TRL makes score centering + masked importance sampling default in async GRPO

_lewtun · x · 2026-10-27

Hugging Face's TRL team announced that score centering + masked importance sampling is now the default in the async GRPO Trainer, showing remarkably stable training across various staleness and sampler quantization settings.

A practical win for teams running LLM RL post-training: staleness and quantized-sampling instability in asynchronous GRPO now has an out-of-the-box mitigation, no custom tuning required.

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