├── .DS_Store ├── .python-version ├── README.md ├── configs ├── cogvideox │ ├── fastercache_sample.yaml │ └── fastercache_sample_5b.yaml ├── latte │ └── fastercache_sample.yaml ├── opensora │ └── fastercache_sample.yaml └── opensora_plan │ ├── fastercache_sample.yaml │ └── fastercache_sample_221.yaml ├── fastercache ├── __init__.py ├── __pycache__ │ └── __init__.cpython-310.pyc ├── datasets │ ├── dataloader.py │ ├── image_transform.py │ └── video_transform.py ├── diffusion │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── diffusion_utils.cpython-310.pyc │ │ ├── gaussian_diffusion.cpython-310.pyc │ │ └── respace.cpython-310.pyc │ ├── diffusion_utils.py │ ├── gaussian_diffusion.py │ ├── respace.py │ └── timestep_sampler.py ├── dsp │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── comm.cpython-310.pyc │ │ ├── pab_mgr.cpython-310.pyc │ │ └── parallel_mgr.cpython-310.pyc │ ├── comm.py │ ├── pab_mgr.py │ ├── parallel_mgr.py │ └── shardformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ └── __init__.cpython-310.pyc │ │ └── t5 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ └── policy.cpython-310.pyc │ │ ├── modeling.py │ │ └── policy.py ├── kernels │ ├── __init__.py │ ├── fused_modulate.py │ └── k_fused_modulate.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-310.pyc │ ├── cogvideox │ │ ├── __pycache__ │ │ │ ├── arguments.cpython-310.pyc │ │ │ ├── diffusion_video.cpython-310.pyc │ │ │ └── dit_video_concat.cpython-310.pyc │ │ ├── arguments.py │ │ ├── diffusion_video.py │ │ ├── dit_video_concat.py │ │ ├── sgm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── util.cpython-310.pyc │ │ │ ├── lr_scheduler.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ └── autoencoder.cpython-310.pyc │ │ │ │ └── autoencoder.py │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── attention.cpython-310.pyc │ │ │ │ │ ├── cp_enc_dec.cpython-310.pyc │ │ │ │ │ ├── ema.cpython-310.pyc │ │ │ │ │ └── video_attention.cpython-310.pyc │ │ │ │ ├── attention.py │ │ │ │ ├── autoencoding │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ └── temporal_ae.cpython-310.pyc │ │ │ │ │ ├── losses │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── discriminator_loss.py │ │ │ │ │ │ ├── lpips.py │ │ │ │ │ │ └── video_loss.py │ │ │ │ │ ├── lpips │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ │ └── util.cpython-310.pyc │ │ │ │ │ │ ├── loss │ │ │ │ │ │ │ ├── .gitignore │ │ │ │ │ │ │ ├── LICENSE │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ │ │ └── lpips.cpython-310.pyc │ │ │ │ │ │ │ └── lpips.py │ │ │ │ │ │ ├── model │ │ │ │ │ │ │ ├── LICENSE │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ └── model.py │ │ │ │ │ │ ├── util.py │ │ │ │ │ │ └── vqperceptual.py │ │ │ │ │ ├── magvit2_pytorch.py │ │ │ │ │ ├── regularizers │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ │ └── base.cpython-310.pyc │ │ │ │ │ │ ├── base.py │ │ │ │ │ │ ├── finite_scalar_quantization.py │ │ │ │ │ │ ├── lookup_free_quantization.py │ │ │ │ │ │ └── quantize.py │ │ │ │ │ ├── temporal_ae.py │ │ │ │ │ └── vqvae │ │ │ │ │ │ ├── movq_dec_3d.py │ │ │ │ │ │ ├── movq_dec_3d_dev.py │ │ │ │ │ │ ├── movq_enc_3d.py │ │ │ │ │ │ ├── movq_modules.py │ │ │ │ │ │ ├── quantize.py │ │ │ │ │ │ └── vqvae_blocks.py │ │ │ │ ├── cp_enc_dec.py │ │ │ │ ├── diffusionmodules │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── denoiser.cpython-310.pyc │ │ │ │ │ │ ├── denoiser_scaling.cpython-310.pyc │ │ │ │ │ │ ├── denoiser_weighting.cpython-310.pyc │ │ │ │ │ │ ├── discretizer.cpython-310.pyc │ │ │ │ │ │ ├── guiders.cpython-310.pyc │ │ │ │ │ │ ├── lora.cpython-310.pyc │ │ │ │ │ │ ├── loss.cpython-310.pyc │ │ │ │ │ │ ├── model.cpython-310.pyc │ │ │ │ │ │ ├── openaimodel.cpython-310.pyc │ │ │ │ │ │ ├── sampling.cpython-310.pyc │ │ │ │ │ │ ├── sampling_utils.cpython-310.pyc │ │ │ │ │ │ ├── sigma_sampling.cpython-310.pyc │ │ │ │ │ │ ├── util.cpython-310.pyc │ │ │ │ │ │ └── wrappers.cpython-310.pyc │ │ │ │ │ ├── denoiser.py │ │ │ │ │ ├── denoiser_scaling.py │ │ │ │ │ ├── denoiser_weighting.py │ │ │ │ │ ├── discretizer.py │ │ │ │ │ ├── guiders.py │ │ │ │ │ ├── lora.py │ │ │ │ │ ├── loss.py │ │ │ │ │ ├── model.py │ │ │ │ │ ├── openaimodel.py │ │ │ │ │ ├── sampling.py │ │ │ │ │ ├── sampling_utils.py │ │ │ │ │ ├── sigma_sampling.py │ │ │ │ │ ├── util.py │ │ │ │ │ └── wrappers.py │ │ │ │ ├── distributions │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ └── distributions.cpython-310.pyc │ │ │ │ │ └── distributions.py │ │ │ │ ├── ema.py │ │ │ │ ├── encoders │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ └── modules.cpython-310.pyc │ │ │ │ │ └── modules.py │ │ │ │ └── video_attention.py │ │ │ ├── util.py │ │ │ └── webds.py │ │ └── vae_modules │ │ │ ├── __pycache__ │ │ │ ├── autoencoder.cpython-310.pyc │ │ │ ├── cp_enc_dec.cpython-310.pyc │ │ │ ├── ema.cpython-310.pyc │ │ │ ├── regularizers.cpython-310.pyc │ │ │ └── utils.cpython-310.pyc │ │ │ ├── attention.py │ │ │ ├── autoencoder.py │ │ │ ├── cp_enc_dec.py │ │ │ ├── ema.py │ │ │ ├── regularizers.py │ │ │ └── utils.py │ ├── genmo │ │ ├── lib │ │ │ ├── attn_imports.py │ │ │ ├── progress.py │ │ │ └── utils.py │ │ └── mochi_preview │ │ │ ├── __init__.py │ │ │ ├── dit │ │ │ └── joint_model │ │ │ │ ├── __init__.py │ │ │ │ ├── asymm_models_joint.py │ │ │ │ ├── context_parallel.py │ │ │ │ ├── layers.py │ │ │ │ ├── mod_rmsnorm.py │ │ │ │ ├── residual_tanh_gated_rmsnorm.py │ │ │ │ ├── rope_mixed.py │ │ │ │ ├── temporal_rope.py │ │ │ │ └── utils.py │ │ │ ├── pipelines.py │ │ │ └── vae │ │ │ ├── __init__.py │ │ │ ├── cp_conv.py │ │ │ ├── latent_dist.py │ │ │ ├── models.py │ │ │ └── vae_stats.py │ ├── latte │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── latte_t2v.cpython-310.pyc │ │ │ └── pipeline.cpython-310.pyc │ │ ├── latte_t2v.py │ │ └── pipeline.py │ ├── opensora │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── datasets.cpython-310.pyc │ │ │ ├── inference_utils.cpython-310.pyc │ │ │ ├── modules.cpython-310.pyc │ │ │ ├── rflow.cpython-310.pyc │ │ │ ├── stdit3.cpython-310.pyc │ │ │ ├── text_encoder.cpython-310.pyc │ │ │ ├── utils.cpython-310.pyc │ │ │ └── vae.cpython-310.pyc │ │ ├── datasets.py │ │ ├── embed.py │ │ ├── inference_utils.py │ │ ├── modules.py │ │ ├── rflow.py │ │ ├── stdit2.py │ │ ├── stdit3.py │ │ ├── text_encoder.py │ │ ├── utils.py │ │ └── vae.py │ ├── opensora_plan │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── ae.cpython-310.pyc │ │ │ ├── latte.cpython-310.pyc │ │ │ ├── losses.cpython-310.pyc │ │ │ └── pipeline.cpython-310.pyc │ │ ├── ae.py │ │ ├── latte.py │ │ ├── losses.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── attention.cpython-310.pyc │ │ │ │ ├── block.cpython-310.pyc │ │ │ │ ├── conv.cpython-310.pyc │ │ │ │ ├── normalize.cpython-310.pyc │ │ │ │ ├── ops.cpython-310.pyc │ │ │ │ ├── resnet_block.cpython-310.pyc │ │ │ │ └── updownsample.cpython-310.pyc │ │ │ ├── attention.py │ │ │ ├── block.py │ │ │ ├── conv.py │ │ │ ├── normalize.py │ │ │ ├── ops.py │ │ │ ├── quant.py │ │ │ ├── resnet_block.py │ │ │ └── updownsample.py │ │ └── pipeline.py │ └── vchitect │ │ ├── VchitectXL.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── VchitectXL.cpython-310.pyc │ │ ├── VchitectXL.cpython-311.pyc │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-311.pyc │ │ ├── attention.cpython-310.pyc │ │ ├── attention.cpython-311.pyc │ │ ├── autoencoder_kl_temporal_decoder.cpython-310.pyc │ │ ├── blocks.cpython-310.pyc │ │ ├── blocks.cpython-311.pyc │ │ ├── layers.cpython-310.pyc │ │ ├── modeling_t5.cpython-310.pyc │ │ ├── modeling_t5.cpython-311.pyc │ │ ├── models.cpython-310.pyc │ │ ├── motion_module.cpython-310.pyc │ │ ├── pipeline.cpython-310.pyc │ │ ├── pipeline.cpython-311.pyc │ │ ├── scheduling_ddim_cogvideox.cpython-310.pyc │ │ ├── sd3_attention.cpython-310.pyc │ │ ├── sd3_models.cpython-310.pyc │ │ ├── sd3_sparse.cpython-310.pyc │ │ ├── sd3_sparse_ae_temporal_pipeline.cpython-310.pyc │ │ ├── sd3_sparse_i2v_pipeline.cpython-310.pyc │ │ ├── sd3_sparse_init_pipeline.cpython-310.pyc │ │ ├── sd3_sparse_pipeline.cpython-310.pyc │ │ ├── sparse_attention.cpython-310.pyc │ │ └── utils.cpython-310.pyc │ │ ├── attention.py │ │ ├── blocks.py │ │ ├── modeling_t5.py │ │ ├── pipeline.py │ │ └── utils.py ├── modules │ ├── __init__.py │ ├── attn.py │ ├── embed.py │ └── layers.py └── utils │ ├── __pycache__ │ └── utils.cpython-310.pyc │ ├── ckpt_utils.py │ ├── debug_utils.py │ ├── download.py │ ├── train_utils.py │ └── utils.py ├── prompt.txt ├── pyproject.toml ├── pyrightconfig.json ├── requirements.txt ├── scripts ├── cogvideox │ ├── fastercache_sample_cogvideox.py │ ├── fastercache_sample_cogvideox.sh │ ├── fastercache_sample_cogvideox5b.sh │ ├── fastercache_sample_cogvideox_multi_device.sh │ └── fastercache_sample_cogvideox_sp.py ├── latte │ ├── fastercache_sample_latte.py │ ├── fastercache_sample_latte.sh │ ├── fastercache_sample_multi_device_latte.py │ └── fastercache_sample_multi_device_latte.sh ├── mochi │ ├── fastercache_sample_mochi.py │ └── fastercache_sample_mochi.sh ├── opensora │ ├── fastercache_sample_multi_device_opensora.py │ ├── fastercache_sample_multi_device_opensora.sh │ ├── fastercache_sample_opensora.py │ └── fastercache_sample_opensora.sh ├── opensora_plan │ ├── fastercache_sample_multi_device_opensoraplan.py │ ├── fastercache_sample_multi_device_opensoraplan.sh │ ├── fastercache_sample_opensoraplan.py │ └── fastercache_sample_opensoraplan.sh └── vchitect │ ├── fastercache_sample_vchitect.py │ └── fastercache_sample_vchitect.sh ├── setup.py └── taming └── modules └── autoencoder └── lpips └── vgg.pth /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Vchitect/FasterCache/HEAD/.DS_Store -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | 3.10 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Vchitect/FasterCache/HEAD/README.md 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