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Rahif Mansoor

Local Football AI

A 9B-parameter model fine-tuned on a single 12 GB GPU to classify football plays from video.

Role
Solo project
When
2026 – present
Status
In progress

Key features

  • Supervised fine-tuning on roughly 2,000 synthetic examples to adapt tool-use and agent behaviour
  • GRPO to reinforce higher-reward responses without a separate critic
  • Runs locally within a single-GPU memory budget