opscribe-phase-detector-v1
LoRA adapter for surgical phase detection, fine-tuned on the EgoSurgery dataset.
- Base model: Qwen/Qwen2.5-VL-7B-Instruct
- Task: Surgical phase classification from video frames
- Dataset: EgoSurgery (24,925 train / 2,769 val frames)
- Framework: LLaMA-Factory, LoRA rank 32, 3 epochs, lr=1e-4
- Train loss: 0.0286
- Usage: OpScribe pipeline phase detection stage
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