Python
whitecircle/halo
Halo is an open-source framework built by White Circle for training large language and multimodal models
★ 844
Stars
45 forks · 25 open issues
+1.3/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
36.2
Momentum / 100
see the breakdown below
2mo ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.9 | +1.3/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 5.9 | last week ran 1.39× the monthly pace |
| Freshness | 15 | 14.9 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 8.5 | 844 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 36.2 | sum of the above |
Detail
| Topics | agentasync-rldistributed-trainingfine-tuninggrpolarge-language-modelsllmloramodel-parallelismmoemultimodalpeftpost-trainingpytorchqloraquantizationreinforcement-learningrlhftransformersvllm |
| Matched on | LLM & Inference (fine-tuning, large-language-models) |
| Short window | +9 stars over 7 days = 1.3/day |
| Long window | +24 stars over 26 days = 0.9/day |
| Lifetime average | 11.90 stars/day over 71 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |