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5/12/2026
Running Gemma4 for Free on HuggingFace

Running Gemma4 for Free on HuggingFace

Short summary

Google's Gemma4 successfully runs on HuggingFace Spaces' free tier (2 vCPU, 8GB) using Ollama, making state-of-the-art LLMs accessible to cost-constrained developers. Hardware constraints cause 3-4 minute response latency, but infrastructure costs remain zero and no credit card is required. Tutorial includes Dockerfile, deployment script, working curl examples, and a live API endpoint ready for testing.

  • •Gemma4 deploys entirely to HuggingFace's free tier using Ollama with 2 vCPU and 8GB RAM
  • •Trade-off: 3-4 minute response times per query, but zero infrastructure costs and no credit card required
  • •Complete working code provided: Dockerfile, shell script, curl examples, and live API endpoint for immediate testing

Generated with AI, which can make mistakes.

#ai-tools#open-source
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