Against 'YOLO LLM slop': Quality over speed

isidentical · x · 2026-08-29

The author emphasizes the team's significant investment in training, RL infrastructure, data curation, and ensuring bit-identical accuracy across kernels. They criticize the industry trend of 'YOLO' slop, refusing to release low-quality checkpoints or sacrifice accuracy for faster generation speeds (like 0.25s).

Related event: FastH3 Criticized for Trading Quality for Speed, Tests Show Clear Degradation(5 posts)→

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