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Hugging Face Inference
AI & Machine Learning · Model Hub & Inference
Access thousands of open-source AI models through Hugging Face's free Inference API. Text generation, image generation, embeddings, and more.
No Credit CardForever FreeOpen Source1000+ Models
Rate Limits
Other: Varies by model. Shared infrastructure with queue-based processing.
Free Tier Details
✅ Included
- Thousands of open-source models
- Text generation (LLaMA, Mistral, Falcon)
- Image generation (Stable Diffusion)
- Embeddings & sentence similarity
- Audio transcription
- Zero-shot classification
❌ Not Included
- —Dedicated endpoints
- —GPU acceleration guarantee
- —SLA
How to Get Your Free API Key
Sign up at huggingface.co.
https://huggingface.co/joinGo to Settings → Access Tokens and create a new token.
https://huggingface.co/settings/tokensBrowse models on the Hub and look for the 'Inference API' badge.
https://huggingface.co/modelsHow to Test Your Key
Send a text generation request to a model.
curl https://api-inference.huggingface.co/models/meta-llama/Meta-Llama-3-8B-Instruct \
-H "Authorization: Bearer YOUR_TOKEN" \
-H "Content-Type: application/json" \
-d '{"inputs":"Hello, how are you?"}'Expected: JSON response with generated text.
Hidden Limitations
- Free inference is shared and can be slow (queued)
- Large models may time out on free tier
- No guaranteed uptime or response time
- Some popular models have long queue times
Official Links
Last verified: 2026-02-11 · Last updated: 2026-02-11