Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
hiyouga/LlamaFactory is accelerating — star growth is speeding up by +4.6/day (92nd percentile in the tracked cohort), on top of +24.6 stars/day. It just crossed 75,000 stars.
Reconstructed from 352 snapshots — the time-series GitHub’s API doesn’t expose.
~10 forks/day, 10.5× the trailing baseline.
~18 forks/day, 9.1× the trailing baseline.
Live score, refreshed every 6 hours. Links back to this page.
[](https://breakwave.vercel.app/repo/hiyouga/LlamaFactory)Elevated breakout odds over the next 14 days, led by star acceleration (92th pctl) and star velocity (84th pctl). Confidence is high given the available history.
Transparent heuristic · logged for model training
Percentile rank within the tracked cohort. The score self-calibrates — it answers “accelerating vs. everything else,” not raw size.
~11 forks/day, 5.3× the trailing baseline.
~10 forks/day, 4.1× the trailing baseline.
~13 forks/day, 19.7× the trailing baseline.
~11 forks/day, 3.2× the trailing baseline.
~16 forks/day, 3.7× the trailing baseline.
~14 forks/day, 3.1× the trailing baseline.
~16 forks/day, 13.6× the trailing baseline.
~17 forks/day, 9.6× the trailing baseline.
~12 forks/day, 7.3× the trailing baseline.