RoboRender teacher video model (LoRA)

The 50-step teacher used to render Ravenh97/roborender_anchors.

file step-5294.safetensors
bytes 699,995,040
md5 20e940246337b3a73156d647cef1a82d
base model PAI/Wan2.1-Fun-V1.1-1.3B-Control (pull separately)
sampling 50 steps, CFG 5.0
throughput ~32 s per 81-frame 3-view clip on an RTX PRO 6000

This is a LoRA only — it needs the Wan foundation weights above. It is a 3-view dual-control (depth + robot mask) model with previous-frame conditioning, trained on mixed DROID/AgiBot data.

Loaded by the render server as:

run_raven_server.sh --host 127.0.0.1 --port <port> --teacher_lora step-5294.safetensors

TensorRT is disabled automatically for the teacher: the shipped engines are exported from the 5-step student's fused weights and are not valid for this adapter, so it runs the PyTorch DiT path.

If you only need anchors for FT-FIXED conditioning, use the anchor dataset instead — it is 2.1 GB against the ~20 GB of foundation weights this model requires.

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