Have an idea.
Implement it. Test it at 1b. Compare to the proper SOTA baselines. Do not mess up the evals. Normalize flops. Normalize mem. Test at 8b. Test at 32b. Test at 200b.
1:14 AM · Jun 25, 2026 · 8.1K Views
Researcher Outlines Rigorous Protocol For Scaling AI Experiments To 200B Parameters
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François Fleuret@francoisfleuret
you basically lose 3/4 of ideas at every step.
François Fleuret@francoisfleuret
Have an idea.
Implement it. Test it at 1b. Compare to the proper SOTA baselines. Do not mess up the evals. Normalize flops. Normalize mem. Test at 8b. Test at 32b. Test at 200b.
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