Hugging Face develops AutoTrain Advanced as a no-code model training platform.

AutoTrain Advanced fine-tunes LLMs, VLMs, and classic NLP, vision, and tabular models locally or on hosted Spaces without writing training code.

Hosted on GitHub under huggingface/autotrain-advanced and distributed via PyPI and Hugging Face Spaces.

Introduced by Hugging Face with continued releases through 2024 and 2025.

Built to let non-experts fine-tune state-of-the-art models using tens of thousands of Hub checkpoints.

Installs via pip install autotrain-advanced, or runs as a Docker Space, built on Transformers and PEFT.

Open source under Apache 2.0, runs locally or on paid Hugging Face compute; maintained by Hugging Face.