TRL adds day-0 support for fine-tuning Muse Spark Open's 816B MoE with LoRA on 64 H100s

QGallouedec · x · 2026-10-16

Hugging Face TRL ships day-0 fine-tuning support for Meta's Muse Spark Open: with SFTTrainer, transformers shards the model and splits experts across GPUs at load time, and the official example trains a LoRA adapter on 8 nodes of 8 H100s (64 GPUs total) for the 816B/42B-active MoE.

Related event: TRL Ships Day-0 Fine-Tuning Support and Example Code for Muse Spark Open(2 posts)→

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