Eight free GPUs on one page: what you get, the real limit, how to start, and the catch

The companion to the reel. One map of every free GPU worth using in October 2026, then one card per provider. INSIDE: (1) THE MAP — Kaggle 2× T4 (30 h/week), Kaggle TPU 128 GB (20 h/week), Google Colab, Modal $30/month (card on file), Hugging Face ZeroGPU 48 GB Blackwell (5 min/day), Lightning AI up to 80 GPU hours (one-time, card), AMD Developer Cloud MI300X 192 GB (apply), Google TPU Research Cloud (apply). (2) PICK IN 10 SECONDS — which one for learning, long jobs, an H100 hour, a public demo or a 70B model. (3) ONE CARD EACH — the official quote, how to start, best use and the catch. (4) DON'T WASTE THE FREE HOURS — five rules. Quoted from each provider's official page on Oct 12, 2026. Independent guide from Hyperautomation Labs — not affiliated with Kaggle, Google, Modal, Hugging Face, Lightning AI or AMD.

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