metadata
tags:
- video-generation
- world-model
- lora
Streaming Code World Model
LoRA checkpoints for Streaming Code World Model: causal, chunk-by-chunk video generation from a live proxy, on top of the released Code World Model (MiniMax-H3 Ref2VA + CWM LoRA). Both files are LoRAs for the released MiniMax-H3 model; install the CWM release first (see the GitHub README).
| file | model | sampling | CARLA MSE ↓ | s / chunk (H200) |
|---|---|---|---|---|
streaming_df.safetensors |
streaming diffusion forcing | --steps 35 |
2231 | 47.9 |
streaming_dmd_4step.safetensors |
4-step DMD, the streaming model as teacher | --steps 4 --rule x0 --shift 5 --kv-reuse |
1660 | 5.1 |
hf download Luffuly/streaming-code-world-model --local-dir ckpt
EVAL_ARGS="--steps 4 --rule x0 --shift 5 --kv-reuse" \
sbatch scripts/eval/eval.sbatch ckpt/streaming_dmd_4step.safetensors out/ clip_0048
Inference runs on one NVIDIA H200 (141 GB); peak memory 123 GB (bf16), 108 GB (--fp8).