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SPIN Processed News Frame: The Cushion
LoRA Speedrun – a public wall-clock leaderboard for fine-tuning techniques
A community-maintained leaderboard tracking wall-clock time for LoRA fine-tuning across models and hardware, serving as an informal benchmark for efficiency claims in open LLM development.
Spin 55% Needs Evidence AI Risk Moderate
Hacker News Front Page
Jul 20, 2026
SPIN Processed News Frame: The Cushion
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training
Researchers introduced TurnOPD, a turn-aware on-policy distillation method that improves training efficiency and accuracy for long-horizon language agents by reallocating computational budget from low-signal tail turns to deeper decision points.
Spin 20% Claim Present in Source AI Risk Moderate
arXiv Artificial Intelligence
Jul 9, 2026