Looking-Ahead Final Weights

Final weights for Future Chunk Prediction (FCP) and the Teacher Forcing (TF) baseline. Use each model with its matching configuration in the Looking-Ahead code repository.

Model	Method	Configuration	Final weights
1.3B	TF	tf_wan21_t2v_1.3b	Download
1.3B	FCP	fcp_wan21_t2v_1.3b	Download
5B	TF	tf_wan22_ti2v_5b	Download
5B	FCP	fcp_wan22_ti2v_5b	Download

Download

Run from the code repository root to download the final weights:

hf download TencentARC/Looking-Ahead --local-dir weights/Looking-Ahead

The four final weight files total approximately 63.2 GiB.

Use

After preparing the code environment and required Wan components:

uv run python inference.py \
  --config fcp_wan21_t2v_1.3b \
  --checkpoint_path weights/Looking-Ahead/fcp_wan21_t2v_1.3b/model_ema.pt \
  --use_ema \
  --image_path examples/inference/i2v/sailboat_lake.png \
  --prompt_file examples/inference/i2v/sailboat_lake.txt \
  --duration 5s --seed 42 \
  --output_path outputs/fcp_example

To use another model, change both the configuration and weight folder. Keep the filename model_ema.pt and the --use_ema flag. See the code repository for setup and further examples.

License

Apache-2.0. See NOTICE for required notices.