kapynDev Tools

Async GRPO with LoRA across HF Jobs: a bucket, a proxy, and no NCCL

Async GRPO with LoRA across HF Jobs is a new distributed training method that removes the need for NCCL by using a bucket and proxy system. It lets developers train large models with LoRA across multiple Hugging

Hugging Face·Sep 10, 2026

Opening Kapyn…