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LoRA Speedrun: making fine-tuning speed measurable (and fair)
machine learning systems Jul 20, 2026 6 min read

LoRA Speedrun: making fine-tuning speed measurable (and fair)

LoRA Speedrun turns LoRA fine-tuning into a fair speed contest: frozen model + dataset, a shared wall-clock timer, and re-verification on network-blocked Modal L40S. The current record pairs sequence packing with completion-only loss masking to cut runtime while clearing the GSM8K accuracy target.

by ahsan
#benchmarks #fine-tuning #lora #performance optimization #training pipelines

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