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AI/ML APIHugging Face

Hugging Face Pro

Hugging Face Pro and compute credits (via ZeroGPU and Hub grants) give access to the world's largest open-source model repository -- 500,000+ models -- plus Spaces hosting and GPU inference credits.

The model selection advantage: Every major open-source release lands on HF Hub first. If you need a specialized fine-tuned model (medical, legal, code-focused, multilingual), there's almost certainly a community model that outperforms a generic frontier model for your specific domain.

Inference Endpoints: HF's dedicated inference endpoints deploy any model from the Hub to a private API in minutes. No Kubernetes, no CUDA drivers, no GPU procurement.

The fine-tuning story: Hugging Face's AutoTrain and the transformers library are the standard tooling for fine-tuning. Credits cover both training compute and inference serving -- a complete platform for teams who want to own their models.

Last updated:June 2026

Free Tier
+ startup GPU credits

Using our link costs nothing & supports free content

Qualifying Criteria

  • 1Free tier: any developer account
  • 2Startup program: early-stage company with VC backing or accelerator membership
Estimated approval rate:~80% for startup program

Typical Timeline

Free tier: instant. Startup program: 2–4 weeks review

Platform actively maintained

If this saved you research time...

No ads, no paywalls. A quick share on Reddit or LinkedIn goes a long way for an independent project.  ·  53 verified AI credit programs  ·  Content refreshed June 2026.

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