LICENSE
README.md
pyproject.toml
comfyui/__init__.py
comfyui/video_generator/dit_config.py
comfyui/video_generator/inference_args.py
comfyui/video_generator/load_image.py
comfyui/video_generator/node_helpers.py
comfyui/video_generator/nodes.py
comfyui/video_generator/text_encoder_config.py
comfyui/video_generator/vae_config.py
comfyui/video_generator/video_generator.py
csrc/attn/config_sta.py
csrc/attn/config_vsa.py
csrc/attn/setup_sta.py
csrc/attn/setup_vsa.py
csrc/attn/benchmarks/bench_sta.py
csrc/attn/benchmarks/bench_vsa.py
csrc/attn/st_attn/__init__.py
csrc/attn/tests/flex_sta_ref.py
csrc/attn/tests/test_block_sparse.py
csrc/attn/tests/test_block_sparse_mask_to_index.py
csrc/attn/tests/test_fa2.py
csrc/attn/tests/test_full_attn.py
csrc/attn/tests/test_sta.py
csrc/attn/vsa/__init__.py
demo/gradio_web_demo.py
docs/source/autodoc2_docstring_parser.py
docs/source/conf.py
docs/source/generate_examples.py
examples/inference/basic/basic.py
examples/inference/basic/default_args.py
examples/inference/gradio/gradio_demo.py
examples/inference/lora/wan_lora_inference.py
examples/inference/optimizations/attention_example.py
examples/inference/optimizations/teacache_example.py
examples/inference/sta_mask_search/wan_example.py
fastvideo/__init__.py
fastvideo/distill.py
fastvideo/distill_adv.py
fastvideo/train.py
fastvideo/version.py
fastvideo.egg-info/PKG-INFO
fastvideo.egg-info/SOURCES.txt
fastvideo.egg-info/dependency_links.txt
fastvideo.egg-info/entry_points.txt
fastvideo.egg-info/requires.txt
fastvideo.egg-info/top_level.txt
fastvideo/data_preprocess/preprocess_text_embeddings.py
fastvideo/data_preprocess/preprocess_vae_latents.py
fastvideo/data_preprocess/preprocess_validation_text_embeddings.py
fastvideo/dataset/__init__.py
fastvideo/dataset/latent_datasets.py
fastvideo/dataset/t2v_datasets.py
fastvideo/dataset/transform.py
fastvideo/distill/__init__.py
fastvideo/distill/discriminator.py
fastvideo/distill/solver.py
fastvideo/models/flash_attn_no_pad.py
fastvideo/models/hunyuan/__init__.py
fastvideo/models/hunyuan/constants.py
fastvideo/models/hunyuan/idle_config.py
fastvideo/models/hunyuan/inference.py
fastvideo/models/hunyuan/prompt_rewrite.py
fastvideo/models/hunyuan/diffusion/__init__.py
fastvideo/models/hunyuan/diffusion/pipelines/__init__.py
fastvideo/models/hunyuan/diffusion/pipelines/pipeline_hunyuan_video.py
fastvideo/models/hunyuan/diffusion/schedulers/__init__.py
fastvideo/models/hunyuan/diffusion/schedulers/scheduling_flow_match_discrete.py
fastvideo/models/hunyuan/modules/__init__.py
fastvideo/models/hunyuan/modules/activation_layers.py
fastvideo/models/hunyuan/modules/attenion.py
fastvideo/models/hunyuan/modules/embed_layers.py
fastvideo/models/hunyuan/modules/mlp_layers.py
fastvideo/models/hunyuan/modules/models.py
fastvideo/models/hunyuan/modules/modulate_layers.py
fastvideo/models/hunyuan/modules/norm_layers.py
fastvideo/models/hunyuan/modules/posemb_layers.py
fastvideo/models/hunyuan/modules/token_refiner.py
fastvideo/models/hunyuan/text_encoder/__init__.py
fastvideo/models/hunyuan/utils/__init__.py
fastvideo/models/hunyuan/utils/data_utils.py
fastvideo/models/hunyuan/utils/file_utils.py
fastvideo/models/hunyuan/utils/helpers.py
fastvideo/models/hunyuan/utils/preprocess_text_encoder_tokenizer_utils.py
fastvideo/models/hunyuan/vae/__init__.py
fastvideo/models/hunyuan/vae/autoencoder_kl_causal_3d.py
fastvideo/models/hunyuan/vae/unet_causal_3d_blocks.py
fastvideo/models/hunyuan/vae/vae.py
fastvideo/models/hunyuan_hf/modeling_hunyuan.py
fastvideo/models/hunyuan_hf/pipeline_hunyuan.py
fastvideo/models/mochi_hf/convert_diffusers_to_mochi.py
fastvideo/models/mochi_hf/mochi_latents_utils.py
fastvideo/models/mochi_hf/modeling_mochi.py
fastvideo/models/mochi_hf/norm.py
fastvideo/models/mochi_hf/pipeline_mochi.py
fastvideo/models/stepvideo/__init__.py
fastvideo/models/stepvideo/__version__.py
fastvideo/models/stepvideo/config.py
fastvideo/models/stepvideo/parallel.py
fastvideo/models/stepvideo/diffusion/scheduler.py
fastvideo/models/stepvideo/diffusion/video_pipeline.py
fastvideo/models/stepvideo/modules/attentions.py
fastvideo/models/stepvideo/modules/blocks.py
fastvideo/models/stepvideo/modules/model.py
fastvideo/models/stepvideo/modules/normalization.py
fastvideo/models/stepvideo/modules/rope.py
fastvideo/models/stepvideo/text_encoder/__init__.py
fastvideo/models/stepvideo/text_encoder/clip.py
fastvideo/models/stepvideo/text_encoder/flashattention.py
fastvideo/models/stepvideo/text_encoder/stepllm.py
fastvideo/models/stepvideo/text_encoder/tokenizer.py
fastvideo/models/stepvideo/utils/__init__.py
fastvideo/models/stepvideo/utils/quantization.py
fastvideo/models/stepvideo/utils/utils.py
fastvideo/models/stepvideo/utils/video_process.py
fastvideo/models/stepvideo/vae/vae.py
fastvideo/models/wan_hf/modeling_wan.py
fastvideo/models/wan_hf/pipeline_wan.py
fastvideo/sample/call_remote_server_stepvideo.py
fastvideo/sample/generate_synthetic.py
fastvideo/sample/sample_t2v_hunyuan.py
fastvideo/sample/sample_t2v_hunyuan_STA.py
fastvideo/sample/sample_t2v_hunyuan_hf.py
fastvideo/sample/sample_t2v_mochi.py
fastvideo/sample/sample_t2v_mochi_no_sp.py
fastvideo/sample/sample_t2v_stepvideo.py
fastvideo/sample/sample_t2v_stepvideo_STA.py
fastvideo/utils/checkpoint.py
fastvideo/utils/collect_env.py
fastvideo/utils/communications.py
fastvideo/utils/dataset_utils.py
fastvideo/utils/fsdp_util.py
fastvideo/utils/latents_utils.py
fastvideo/utils/load.py
fastvideo/utils/logging_.py
fastvideo/utils/optimizer.py
fastvideo/utils/parallel_states.py
fastvideo/utils/validation.py
fastvideo/v1/STA_configuration.py
fastvideo/v1/__init__.py
fastvideo/v1/envs.py
fastvideo/v1/fastvideo_args.py
fastvideo/v1/forward_context.py
fastvideo/v1/logger.py
fastvideo/v1/utils.py
fastvideo/v1/attention/__init__.py
fastvideo/v1/attention/layer.py
fastvideo/v1/attention/selector.py
fastvideo/v1/attention/backends/__init__.py
fastvideo/v1/attention/backends/abstract.py
fastvideo/v1/attention/backends/flash_attn.py
fastvideo/v1/attention/backends/sage_attn.py
fastvideo/v1/attention/backends/sdpa.py
fastvideo/v1/attention/backends/sliding_tile_attn.py
fastvideo/v1/attention/backends/video_sparse_attn.py
fastvideo/v1/configs/__init__.py
fastvideo/v1/configs/utils.py
fastvideo/v1/configs/models/__init__.py
fastvideo/v1/configs/models/base.py
fastvideo/v1/configs/models/dits/__init__.py
fastvideo/v1/configs/models/dits/base.py
fastvideo/v1/configs/models/dits/hunyuanvideo.py
fastvideo/v1/configs/models/dits/stepvideo.py
fastvideo/v1/configs/models/dits/wanvideo.py
fastvideo/v1/configs/models/encoders/__init__.py
fastvideo/v1/configs/models/encoders/base.py
fastvideo/v1/configs/models/encoders/clip.py
fastvideo/v1/configs/models/encoders/llama.py
fastvideo/v1/configs/models/encoders/t5.py
fastvideo/v1/configs/models/vaes/__init__.py
fastvideo/v1/configs/models/vaes/base.py
fastvideo/v1/configs/models/vaes/hunyuanvae.py
fastvideo/v1/configs/models/vaes/stepvideovae.py
fastvideo/v1/configs/models/vaes/wanvae.py
fastvideo/v1/configs/pipelines/__init__.py
fastvideo/v1/configs/pipelines/base.py
fastvideo/v1/configs/pipelines/hunyuan.py
fastvideo/v1/configs/pipelines/registry.py
fastvideo/v1/configs/pipelines/stepvideo.py
fastvideo/v1/configs/pipelines/wan.py
fastvideo/v1/configs/sample/__init__.py
fastvideo/v1/configs/sample/base.py
fastvideo/v1/configs/sample/hunyuan.py
fastvideo/v1/configs/sample/registry.py
fastvideo/v1/configs/sample/stepvideo.py
fastvideo/v1/configs/sample/teacache.py
fastvideo/v1/configs/sample/wan.py
fastvideo/v1/dataset/__init__.py
fastvideo/v1/dataset/latent_datasets.py
fastvideo/v1/dataset/parquet_dataset_iterable_style.py
fastvideo/v1/dataset/parquet_dataset_map_style.py
fastvideo/v1/dataset/preprocessing_datasets.py
fastvideo/v1/dataset/transform.py
fastvideo/v1/dataset/upload_to_hf.py
fastvideo/v1/dataset/utils.py
fastvideo/v1/dataset/validation_dataset.py
fastvideo/v1/dataset/benchmarks/benchmark_parquet_dataset_iterable_style.py
fastvideo/v1/dataset/benchmarks/benchmark_parquet_dataset_map_style.py
fastvideo/v1/dataset/dataloader/schema.py
fastvideo/v1/distributed/__init__.py
fastvideo/v1/distributed/communication_op.py
fastvideo/v1/distributed/parallel_state.py
fastvideo/v1/distributed/utils.py
fastvideo/v1/distributed/device_communicators/__init__.py
fastvideo/v1/distributed/device_communicators/base_device_communicator.py
fastvideo/v1/distributed/device_communicators/cuda_communicator.py
fastvideo/v1/distributed/device_communicators/pynccl.py
fastvideo/v1/distributed/device_communicators/pynccl_wrapper.py
fastvideo/v1/entrypoints/__init__.py
fastvideo/v1/entrypoints/video_generator.py
fastvideo/v1/entrypoints/cli/__init__.py
fastvideo/v1/entrypoints/cli/cli_types.py
fastvideo/v1/entrypoints/cli/generate.py
fastvideo/v1/entrypoints/cli/main.py
fastvideo/v1/entrypoints/cli/utils.py
fastvideo/v1/layers/__init__.py
fastvideo/v1/layers/activation.py
fastvideo/v1/layers/custom_op.py
fastvideo/v1/layers/layernorm.py
fastvideo/v1/layers/linear.py
fastvideo/v1/layers/mlp.py
fastvideo/v1/layers/rotary_embedding.py
fastvideo/v1/layers/utils.py
fastvideo/v1/layers/visual_embedding.py
fastvideo/v1/layers/vocab_parallel_embedding.py
fastvideo/v1/layers/lora/linear.py
fastvideo/v1/layers/quantization/__init__.py
fastvideo/v1/layers/quantization/base_config.py
fastvideo/v1/logging_utils/__init__.py
fastvideo/v1/logging_utils/formatter.py
fastvideo/v1/models/__init__.py
fastvideo/v1/models/hf_transformer_utils.py
fastvideo/v1/models/parameter.py
fastvideo/v1/models/registry.py
fastvideo/v1/models/utils.py
fastvideo/v1/models/vision_utils.py
fastvideo/v1/models/dits/base.py
fastvideo/v1/models/dits/hunyuanvideo.py
fastvideo/v1/models/dits/stepvideo.py
fastvideo/v1/models/dits/wanvideo.py
fastvideo/v1/models/encoders/base.py
fastvideo/v1/models/encoders/bert.py
fastvideo/v1/models/encoders/clip.py
fastvideo/v1/models/encoders/llama.py
fastvideo/v1/models/encoders/stepllm.py
fastvideo/v1/models/encoders/t5.py
fastvideo/v1/models/encoders/vision.py
fastvideo/v1/models/loader/__init__.py
fastvideo/v1/models/loader/component_loader.py
fastvideo/v1/models/loader/fsdp_load.py
fastvideo/v1/models/loader/utils.py
fastvideo/v1/models/loader/weight_utils.py
fastvideo/v1/models/schedulers/base.py
fastvideo/v1/models/schedulers/scheduling_flow_match_euler_discrete.py
fastvideo/v1/models/schedulers/scheduling_flow_unipc_multistep.py
fastvideo/v1/models/schedulers/scheduling_unipc_multistep.py
fastvideo/v1/models/vaes/common.py
fastvideo/v1/models/vaes/hunyuanvae.py
fastvideo/v1/models/vaes/stepvideovae.py
fastvideo/v1/models/vaes/wanvae.py
fastvideo/v1/pipelines/__init__.py
fastvideo/v1/pipelines/composed_pipeline_base.py
fastvideo/v1/pipelines/lora_pipeline.py
fastvideo/v1/pipelines/pipeline_batch_info.py
fastvideo/v1/pipelines/pipeline_registry.py
fastvideo/v1/pipelines/hunyuan/__init__.py
fastvideo/v1/pipelines/hunyuan/hunyuan_pipeline.py
fastvideo/v1/pipelines/preprocess/preprocess_pipeline_base.py
fastvideo/v1/pipelines/preprocess/preprocess_pipeline_i2v.py
fastvideo/v1/pipelines/preprocess/preprocess_pipeline_t2v.py
fastvideo/v1/pipelines/preprocess/v1_preprocess.py
fastvideo/v1/pipelines/stages/__init__.py
fastvideo/v1/pipelines/stages/base.py
fastvideo/v1/pipelines/stages/conditioning.py
fastvideo/v1/pipelines/stages/decoding.py
fastvideo/v1/pipelines/stages/denoising.py
fastvideo/v1/pipelines/stages/encoding.py
fastvideo/v1/pipelines/stages/image_encoding.py
fastvideo/v1/pipelines/stages/input_validation.py
fastvideo/v1/pipelines/stages/latent_preparation.py
fastvideo/v1/pipelines/stages/stepvideo_encoding.py
fastvideo/v1/pipelines/stages/text_encoding.py
fastvideo/v1/pipelines/stages/timestep_preparation.py
fastvideo/v1/pipelines/stages/validators.py
fastvideo/v1/pipelines/stepvideo/__init__.py
fastvideo/v1/pipelines/stepvideo/stepvideo_pipeline.py
fastvideo/v1/pipelines/wan/__init__.py
fastvideo/v1/pipelines/wan/wan_i2v_pipeline.py
fastvideo/v1/pipelines/wan/wan_pipeline.py
fastvideo/v1/platforms/__init__.py
fastvideo/v1/platforms/cuda.py
fastvideo/v1/platforms/interface.py
fastvideo/v1/tests/__init__.py
fastvideo/v1/tests/conftest.py
fastvideo/v1/tests/utils.py
fastvideo/v1/tests/encoders/test_clip_encoder.py
fastvideo/v1/tests/encoders/test_llama_encoder.py
fastvideo/v1/tests/encoders/test_t5_encoder.py
fastvideo/v1/tests/inference/STA/test_STA_inference.py
fastvideo/v1/tests/inference/lora/test_lora_inference_similarity.py
fastvideo/v1/tests/modal/pr_test.py
fastvideo/v1/tests/nightly/test_e2e_i2v_overfit_single_sample.py
fastvideo/v1/tests/nightly/test_e2e_overfit_single_sample.py
fastvideo/v1/tests/old_tests/test_t5_encoder.py
fastvideo/v1/tests/old_tests/test_wan_vae.py
fastvideo/v1/tests/old_tests/tp_example.py
fastvideo/v1/tests/ssim/test_inference_similarity.py
fastvideo/v1/tests/training/VSA/test_training_loss_VSA.py
fastvideo/v1/tests/training/Vanilla/test_training_loss.py
fastvideo/v1/tests/transformers/test_hunyuanvideo.py
fastvideo/v1/tests/transformers/test_hunyuanvideo_load.py
fastvideo/v1/tests/transformers/test_wanvideo.py
fastvideo/v1/tests/vaes/test_hunyuan_vae.py
fastvideo/v1/tests/vaes/test_wan_vae.py
fastvideo/v1/third_party/__init__.py
fastvideo/v1/third_party/pynvml.py
fastvideo/v1/training/__init__.py
fastvideo/v1/training/activation_checkpoint.py
fastvideo/v1/training/checkpointing_utils.py
fastvideo/v1/training/training_pipeline.py
fastvideo/v1/training/training_utils.py
fastvideo/v1/training/wan_i2v_training_pipeline.py
fastvideo/v1/training/wan_training_pipeline.py
fastvideo/v1/worker/__init__.py
fastvideo/v1/worker/executor.py
fastvideo/v1/worker/gpu_worker.py
fastvideo/v1/worker/multiproc_executor.py
fastvideo/v1/workflow/workflow_base.py