Looking for a Low-Cost Replacement for Hugging Face AutoTrain

Melvin Vivas · X post · 2026-03-27 · Open on X

Topics: Fine-tuning & Model Customization · Level: beginner

Summary

The creator notes that Hugging Face AutoTrain has been discontinued and asks for a cheaper alternative, since Google AutoML and Amazon SageMaker cost too much for him. It's useful mainly as a list of managed or no-code fine-tuning platforms.

Key points

• Hugging Face AutoTrain is reported as discontinued.
• Google AutoML and Amazon SageMaker are managed training options, but the creator says they cost too much for him.
• No alternative is given in the post.

Resources mentioned

• Hugging Face · website · x.com · free · recommended by both Bashiri Smith & Melvin Vivas
  Platform for hosting and finding ML models, datasets and papers. The quoted post says LocateAnything was trending there.
  Also in: Using an ML agent to train an open-source TTS model on your voice (Melvin Vivas on X · notes), Deploy Open-Source Models with Hugging Face Inference Endpoints (Melvin Vivas on X · notes), Deploying Qwen3.8 27B on Hugging Face Inference Endpoints (Melvin Vivas on X · notes), Using Hugging Face credits: Jobs, Inference Endpoints and Open Models (Melvin Vivas on X · notes) and 38 more
• Google AutoML · tool · docs.cloud.google.com · paid
  Google Cloud's managed automated model training service.
• Amazon SageMaker · tool · aws.amazon.com · paid
  AWS's managed platform for training and deploying ML models.