We build an end-to-end GRPO training workflow that teaches Gemma-3 to reason through GSM8K math problems. We prepare the environment, authenticate with Hugging Face, load Gemma-3, and wrap examples into a reasoning-plus…
Open-weights releases pressure closed pricing and widen access, changing the build-vs-buy math for the whole ecosystem.
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