Hacker News·3 min read·hard

LoRA Speedrun – a public wall-clock leaderboard for fine-tuning techniques

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Vineeth147
LoRA Speedrun – a public wall-clock leaderboard for fine-tuning techniques
AI Summary

The LoRA Speedrun is a public leaderboard designed to standardize and benchmark parameter-efficient fine-tuning techniques for large language models. By using a frozen task, hardware, and dataset, it allows researchers to compare the efficiency of various LoRA-based methods in a controlled environment.

How fast can you LoRA-fine-tune Qwen2.5-1.5B to ≥ 57% on GSM8K — on a single L40S?

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