# Hugging Face — 20x Faster TRL Fine-tuning with RapidFire AI

- Company: Hugging Face (huggingface.co)
- Announced: 2025-11-21T00:00:00+00:00
- Category: developer-tool-release
- Subject: Platform
- Source: https://huggingface.co/blog/rapidfireai
- Record: https://forck.live/items/1582-20x-faster-trl-fine-tuning-with-rapidfire-ai

Hugging Face announces official integration of RapidFire AI with TRL, allowing users to launch multiple fine-tuning configurations concurrently with adaptive chunk-based scheduling, achieving up to 16-24x higher experimentation throughput. The tool provides drop-in wrappers, a dashboard for live metrics and control, and multi-GPU orchestration.

## Evidence

Verbatim from https://huggingface.co/blog/rapidfireai:

> Hugging Face TRL now officially integrates with RapidFire AI to accelerate your fine-tuning and post-training experiments.

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