LongE2V

Released LoRA weights for LongE2V, fine-tuned on top of THUDM/CogVideoX-5b-I2V.

This model is presented in the paper LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models.

• Project Page: https://cdfan0627.github.io/LongE2V-page/
• Code: cdfan0627/LongE2V (contains training and evaluation scripts for this model)
• Data: preprocessed evaluation/training data (ECD, HQF, MVSEC) is released at fansam39/LongE2V-data.

Files

• pytorch_lora_weights.safetensors: LoRA weights for the CogVideoX-5b-I2V base model.

Usage

WEIGHT_URL=https://huggingface.co/fansam39/LongE2V/resolve/main/pytorch_lora_weights.safetensors bash scripts/download_weights.sh

Or with the Hugging Face CLI:

hf download fansam39/LongE2V pytorch_lora_weights.safetensors --local-dir weights

See the code repository's README for full inference and evaluation instructions.