Rust
Epistates/pmetal
PMetal: high-performance Apple Silicon framework for local LLM inference, LoRA/QLoRA fine-tuning, serving, quantization, and MLX/Metal acceleration.
★ 332
Stars
26 forks · 5 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.
23.2
Momentum / 100
see the breakdown below
9mo ago
Created
last push 5d 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 | 0.0 | last week ran 0.74× the monthly pace |
| Freshness | 15 | 14.8 | last push 5d ago; decays to zero at 180 days |
| Scale | 15 | 7.3 | 332 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 23.2 | sum of the above |
Detail
| Topics | aianeapple-silicondeep-learningdistillationfine-tuningggufinference-serverllmllm-inferencellm-trainingloramachine-learningmacosmetalmlxqloraquantizationtransformerstui |
| Matched on | LLM & Inference (fine-tuning, llm-inference) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +5 stars over 26 days = 0.2/day |
| Lifetime average | 1.12 stars/day over 297 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |