Python · MIT
DaoyuanLi2816/can-i-finetune-this
Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.
★ 795
Stars
107 forks · 1 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
35.0
Momentum / 100
see the breakdown below
5mo ago
Created
last push 31d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 12.9 | last week ran 1.86× the monthly pace |
| Freshness | 15 | 12.7 | last push 31d ago; decays to zero at 180 days |
| Scale | 15 | 8.4 | 795 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 35.0 | sum of the above |
Detail
| Topics | bitsandbytesfine-tuninggpuhugging-facellmloramemory-estimationpeftpytorchqloratransformersvram |
| Matched on | LLM & Inference (fine-tuning) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +2 stars over 26 days = 0.1/day |
| Lifetime average | 4.60 stars/day over 173 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |