| """train subpackage: lightweight training infrastructure (L8). | |
| OnlineTrainer: chunk-wise online trainer for the ContinuousThoughtEngine. | |
| Supports gradient accumulation + SGD/AdamW/RMSprop. Head-partial training | |
| (loss on last position only) for speed. | |
| """ | |
| from .online import OnlineTrainer | |
| __all__ = ["OnlineTrainer"] | |