├── README.md ├── configs ├── autoencoder │ ├── autoencoder_kl_16x16x16.yaml │ ├── autoencoder_kl_32x32x4.yaml │ ├── autoencoder_kl_64x64x3.yaml │ └── autoencoder_kl_8x8x64.yaml ├── cifar10.yml ├── latent-diffusion │ ├── celebahq-ldm-vq-4.yaml │ ├── cin-ldm-vq-f8.yaml │ ├── cin256-v2.yaml │ ├── ffhq-ldm-vq-4.yaml │ ├── lsun_bedrooms-ldm-vq-4.yaml │ ├── lsun_churches-ldm-kl-8.yaml │ └── txt2img-1p4B-eval.yaml ├── retrieval-augmented-diffusion │ └── 768x768.yaml └── stable-diffusion │ ├── v1-inference.yaml │ └── v1-inpainting-inference.yaml ├── ddim ├── __init__.py ├── __pycache__ │ └── __init__.cpython-37.pyc ├── datasets │ ├── __init__.py │ ├── artcifar10.py │ ├── celeba.py │ ├── ffhq.py │ ├── lsun.py │ ├── utils.py │ └── vision.py ├── dpm_solver_pytorch.py ├── functions │ ├── __init__.py │ ├── ckpt_util.py │ ├── denoising.py │ └── losses.py └── models │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-37.pyc │ └── diffusion.cpython-37.pyc │ ├── diffusion.py │ └── ema.py ├── environment.yml ├── get_calibration_set_imagenet_ddim.py ├── imgs ├── fig1.png ├── imagenet_example.png └── sd_images.png ├── ldm ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ └── util.cpython-37.pyc ├── lr_scheduler.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── autoencoder.cpython-37.pyc │ ├── autoencoder.py │ └── diffusion │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── ddim.cpython-37.pyc │ │ └── ddpm.cpython-37.pyc │ │ ├── classifier.py │ │ ├── ddim.py │ │ ├── ddpm.py │ │ ├── dpm_solver │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── dpm_solver.cpython-37.pyc │ │ │ └── sampler.cpython-37.pyc │ │ ├── dpm_solver.py │ │ └── sampler.py │ │ └── plms.py ├── modules │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── attention.cpython-37.pyc │ │ └── ema.cpython-37.pyc │ ├── attention.py │ ├── diffusionmodules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── model.cpython-37.pyc │ │ │ ├── openaimodel.cpython-37.pyc │ │ │ └── util.cpython-37.pyc │ │ ├── model.py │ │ ├── openaimodel.py │ │ └── util.py │ ├── distributions │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── distributions.cpython-37.pyc │ │ └── distributions.py │ ├── ema.py │ ├── encoders │ │ ├── __init__.py │ │ └── modules.py │ └── x_transformer.py └── util.py ├── models ├── first_stage_models │ ├── kl-f16 │ │ └── config.yaml │ ├── kl-f32 │ │ └── config.yaml │ ├── kl-f4 │ │ └── config.yaml │ ├── kl-f8 │ │ └── config.yaml │ ├── vq-f16 │ │ └── config.yaml │ ├── vq-f4-noattn │ │ └── config.yaml │ ├── vq-f4 │ │ └── config.yaml │ ├── vq-f8-n256 │ │ └── config.yaml │ └── vq-f8 │ │ └── config.yaml └── ldm │ ├── bsr_sr │ └── config.yaml │ ├── celeba256 │ └── config.yaml │ ├── cin256-v2 │ └── config.yaml │ ├── cin256 │ └── config.yaml │ ├── inpainting_big │ └── config.yaml │ ├── layout2img-openimages256 │ └── config.yaml │ ├── lsun_churches256 │ └── config.yaml │ ├── semantic_synthesis256 │ └── config.yaml │ ├── semantic_synthesis512 │ └── config.yaml │ └── text2img256 │ └── config.yaml ├── qdiff ├── __init__.py ├── adaptive_rounding.py ├── block_recon.py ├── layer_recon.py ├── post_layer_recon_imagenet.py ├── post_layer_recon_sd.py ├── post_layer_recon_uncond.py ├── quant_block.py ├── quant_layer.py ├── quant_model.py └── utils.py ├── sample_diffusion_ldm_bedroom.py ├── sample_diffusion_ldm_church.py ├── sample_diffusion_ldm_imagenet.py └── txt2img.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hatchetProject/QuEST/HEAD/README.md -------------------------------------------------------------------------------- /configs/autoencoder/autoencoder_kl_16x16x16.yaml: -------------------------------------------------------------------------------- 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