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Recent Releases of sana

sana - SANA-1.5 && SANA-Sprint

What's Changed

  • Inference with lower VRAM requirements by @frutiemax92 in https://github.com/NVlabs/Sana/pull/18
  • Fix config loading for jupyter environments by @odusseys in https://github.com/NVlabs/Sana/pull/30
  • Fix Dockerfile by @JimothyJohn in https://github.com/NVlabs/Sana/pull/34
  • Relative import xformer triton depend fix by @lawrence-cj in https://github.com/NVlabs/Sana/pull/37
  • remove triton dependency of DC-AE and fix bugs; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/38
  • Refine gradio by @yujincheng08 in https://github.com/NVlabs/Sana/pull/39
  • fix the bug of stop training around 4 hours. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/66
  • add comfyui related files by @lawrence-cj in https://github.com/NVlabs/Sana/pull/77
  • add a T2I2V video link into comfyui readme by @lawrence-cj in https://github.com/NVlabs/Sana/pull/78
  • 1. diffusers support Sana; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/88
  • receive any kinds of image extension in SanaImgDataset; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/94
  • add Sana-LoRA training and guidance by @lawrence-cj in https://github.com/NVlabs/Sana/pull/98
  • 1. update for 2Kpx models release; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/103
  • add config file for 2K models; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/104
  • update code for better quality by @lawrence-cj in https://github.com/NVlabs/Sana/pull/105
  • fix the sample num bug in inference. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/108
  • Nv labs GitHub repo/nv labs GitHub repo main by @lawrence-cj in https://github.com/NVlabs/Sana/pull/124
  • fix the bug when resume rng_state with diffuerent gpu numbers. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/131
  • support 4K images by @lawrence-cj in https://github.com/NVlabs/Sana/pull/135
  • [Tool]ImgDataset2WebDatasetMS by @Pevernow in https://github.com/NVlabs/Sana/pull/130
  • fix 4K OOM with VAE-tiling by @lawrence-cj in https://github.com/NVlabs/Sana/pull/144
  • docs: update README.md by @eltociear in https://github.com/NVlabs/Sana/pull/151
  • fix: correct CSS property & missing articles by @CharlesCNorton in https://github.com/NVlabs/Sana/pull/152
  • fix the bug for AutoencoderDC encode training; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/158
  • Nv labs GitHub repo/nv labs GitHub repo main by @lawrence-cj in https://github.com/NVlabs/Sana/pull/163
  • update CI script; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/165
  • Sana1.5 8 bit CAME optimizer code release by @lawrence-cj in https://github.com/NVlabs/Sana/pull/167
  • Nv labs GitHub repo/nv labs GitHub repo main adding controlnet (#23) by @lawrence-cj in https://github.com/NVlabs/Sana/pull/177
  • update README by @lawrence-cj in https://github.com/NVlabs/Sana/pull/195
  • SANA-1.5 && FSDP training code by @lawrence-cj in https://github.com/NVlabs/Sana/pull/196
  • inference scaling update by @hills-code in https://github.com/NVlabs/Sana/pull/208
  • Merging SANA-Sprint release code by @lawrence-cj in https://github.com/NVlabs/Sana/pull/198
  • add a guidance to explore; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/212
  • update diffusers conversion script; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/213

New Contributors

  • @frutiemax92 made their first contribution in https://github.com/NVlabs/Sana/pull/18
  • @odusseys made their first contribution in https://github.com/NVlabs/Sana/pull/30
  • @JimothyJohn made their first contribution in https://github.com/NVlabs/Sana/pull/34
  • @lawrence-cj made their first contribution in https://github.com/NVlabs/Sana/pull/37
  • @yujincheng08 made their first contribution in https://github.com/NVlabs/Sana/pull/39
  • @Pevernow made their first contribution in https://github.com/NVlabs/Sana/pull/130
  • @eltociear made their first contribution in https://github.com/NVlabs/Sana/pull/151
  • @CharlesCNorton made their first contribution in https://github.com/NVlabs/Sana/pull/152
  • @hills-code made their first contribution in https://github.com/NVlabs/Sana/pull/208

Full Changelog: https://github.com/NVlabs/Sana/commits/v1.5.0

What's Changed

  • Inference with lower VRAM requirements by @frutiemax92 in https://github.com/NVlabs/Sana/pull/18
  • Fix config loading for jupyter environments by @odusseys in https://github.com/NVlabs/Sana/pull/30
  • Fix Dockerfile by @JimothyJohn in https://github.com/NVlabs/Sana/pull/34
  • Relative import xformer triton depend fix by @lawrence-cj in https://github.com/NVlabs/Sana/pull/37
  • remove triton dependency of DC-AE and fix bugs; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/38
  • Refine gradio by @yujincheng08 in https://github.com/NVlabs/Sana/pull/39
  • fix the bug of stop training around 4 hours. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/66
  • add comfyui related files by @lawrence-cj in https://github.com/NVlabs/Sana/pull/77
  • add a T2I2V video link into comfyui readme by @lawrence-cj in https://github.com/NVlabs/Sana/pull/78
  • 1. diffusers support Sana; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/88
  • receive any kinds of image extension in SanaImgDataset; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/94
  • add Sana-LoRA training and guidance by @lawrence-cj in https://github.com/NVlabs/Sana/pull/98
  • 1. update for 2Kpx models release; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/103
  • add config file for 2K models; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/104
  • update code for better quality by @lawrence-cj in https://github.com/NVlabs/Sana/pull/105
  • fix the sample num bug in inference. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/108
  • Nv labs GitHub repo/nv labs GitHub repo main by @lawrence-cj in https://github.com/NVlabs/Sana/pull/124
  • fix the bug when resume rng_state with diffuerent gpu numbers. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/131
  • support 4K images by @lawrence-cj in https://github.com/NVlabs/Sana/pull/135
  • [Tool]ImgDataset2WebDatasetMS by @Pevernow in https://github.com/NVlabs/Sana/pull/130
  • fix 4K OOM with VAE-tiling by @lawrence-cj in https://github.com/NVlabs/Sana/pull/144
  • docs: update README.md by @eltociear in https://github.com/NVlabs/Sana/pull/151
  • fix: correct CSS property & missing articles by @CharlesCNorton in https://github.com/NVlabs/Sana/pull/152
  • fix the bug for AutoencoderDC encode training; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/158
  • Nv labs GitHub repo/nv labs GitHub repo main by @lawrence-cj in https://github.com/NVlabs/Sana/pull/163
  • update CI script; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/165
  • Sana1.5 8 bit CAME optimizer code release by @lawrence-cj in https://github.com/NVlabs/Sana/pull/167
  • Nv labs GitHub repo/nv labs GitHub repo main adding controlnet (#23) by @lawrence-cj in https://github.com/NVlabs/Sana/pull/177
  • update README by @lawrence-cj in https://github.com/NVlabs/Sana/pull/195

New Contributors

  • @frutiemax92 made their first contribution in https://github.com/NVlabs/Sana/pull/18
  • @odusseys made their first contribution in https://github.com/NVlabs/Sana/pull/30
  • @JimothyJohn made their first contribution in https://github.com/NVlabs/Sana/pull/34
  • @yujincheng08 made their first contribution in https://github.com/NVlabs/Sana/pull/39
  • @Pevernow made their first contribution in https://github.com/NVlabs/Sana/pull/130
  • @eltociear made their first contribution in https://github.com/NVlabs/Sana/pull/151
  • @CharlesCNorton made their first contribution in https://github.com/NVlabs/Sana/pull/152

Full Changelog: https://github.com/NVlabs/Sana/commits/v1.0.0

What's Changed

  • SANA-1.5 && FSDP training code by @lawrence-cj in https://github.com/NVlabs/Sana/pull/196
  • inference scaling update by @hills-code in https://github.com/NVlabs/Sana/pull/208
  • Merging SANA-Sprint release code by @lawrence-cj in https://github.com/NVlabs/Sana/pull/198
  • add a guidance to explore; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/212
  • update diffusers conversion script; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/213

New Contributors

  • @hills-code made their first contribution in https://github.com/NVlabs/Sana/pull/208

Full Changelog: https://github.com/NVlabs/Sana/compare/v1.0.0...v1.5.0

- Python
Published by lawrence-cj about 1 year ago

sana - SANA-1.0

What's Changed

  • Inference with lower VRAM requirements by @frutiemax92 in https://github.com/NVlabs/Sana/pull/18
  • Fix config loading for jupyter environments by @odusseys in https://github.com/NVlabs/Sana/pull/30
  • Fix Dockerfile by @JimothyJohn in https://github.com/NVlabs/Sana/pull/34
  • Relative import xformer triton depend fix by @lawrence-cj in https://github.com/NVlabs/Sana/pull/37
  • remove triton dependency of DC-AE and fix bugs; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/38
  • Refine gradio by @yujincheng08 in https://github.com/NVlabs/Sana/pull/39
  • fix the bug of stop training around 4 hours. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/66
  • add comfyui related files by @lawrence-cj in https://github.com/NVlabs/Sana/pull/77
  • add a T2I2V video link into comfyui readme by @lawrence-cj in https://github.com/NVlabs/Sana/pull/78
  • 1. diffusers support Sana; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/88
  • receive any kinds of image extension in SanaImgDataset; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/94
  • add Sana-LoRA training and guidance by @lawrence-cj in https://github.com/NVlabs/Sana/pull/98
  • 1. update for 2Kpx models release; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/103
  • add config file for 2K models; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/104
  • update code for better quality by @lawrence-cj in https://github.com/NVlabs/Sana/pull/105
  • fix the sample num bug in inference. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/108
  • Nv labs GitHub repo/nv labs GitHub repo main by @lawrence-cj in https://github.com/NVlabs/Sana/pull/124
  • fix the bug when resume rng_state with diffuerent gpu numbers. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/131
  • support 4K images by @lawrence-cj in https://github.com/NVlabs/Sana/pull/135
  • [Tool]ImgDataset2WebDatasetMS by @Pevernow in https://github.com/NVlabs/Sana/pull/130
  • fix 4K OOM with VAE-tiling by @lawrence-cj in https://github.com/NVlabs/Sana/pull/144
  • docs: update README.md by @eltociear in https://github.com/NVlabs/Sana/pull/151
  • fix: correct CSS property & missing articles by @CharlesCNorton in https://github.com/NVlabs/Sana/pull/152
  • fix the bug for AutoencoderDC encode training; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/158
  • Nv labs GitHub repo/nv labs GitHub repo main by @lawrence-cj in https://github.com/NVlabs/Sana/pull/163
  • update CI script; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/165
  • Sana1.5 8 bit CAME optimizer code release by @lawrence-cj in https://github.com/NVlabs/Sana/pull/167
  • Nv labs GitHub repo/nv labs GitHub repo main adding controlnet (#23) by @lawrence-cj in https://github.com/NVlabs/Sana/pull/177
  • update README by @lawrence-cj in https://github.com/NVlabs/Sana/pull/195
  • SANA-1.5 && FSDP training code by @lawrence-cj in https://github.com/NVlabs/Sana/pull/196
  • inference scaling update by @hills-code in https://github.com/NVlabs/Sana/pull/208
  • Merging SANA-Sprint release code by @lawrence-cj in https://github.com/NVlabs/Sana/pull/198
  • add a guidance to explore; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/212
  • update diffusers conversion script; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/213

New Contributors

  • @frutiemax92 made their first contribution in https://github.com/NVlabs/Sana/pull/18
  • @odusseys made their first contribution in https://github.com/NVlabs/Sana/pull/30
  • @JimothyJohn made their first contribution in https://github.com/NVlabs/Sana/pull/34
  • @lawrence-cj made their first contribution in https://github.com/NVlabs/Sana/pull/37
  • @yujincheng08 made their first contribution in https://github.com/NVlabs/Sana/pull/39
  • @Pevernow made their first contribution in https://github.com/NVlabs/Sana/pull/130
  • @eltociear made their first contribution in https://github.com/NVlabs/Sana/pull/151
  • @CharlesCNorton made their first contribution in https://github.com/NVlabs/Sana/pull/152
  • @hills-code made their first contribution in https://github.com/NVlabs/Sana/pull/208

Full Changelog: https://github.com/NVlabs/Sana/commits/v1.5.0

What's Changed

  • Inference with lower VRAM requirements by @frutiemax92 in https://github.com/NVlabs/Sana/pull/18
  • Fix config loading for jupyter environments by @odusseys in https://github.com/NVlabs/Sana/pull/30
  • Fix Dockerfile by @JimothyJohn in https://github.com/NVlabs/Sana/pull/34
  • Relative import xformer triton depend fix by @lawrence-cj in https://github.com/NVlabs/Sana/pull/37
  • remove triton dependency of DC-AE and fix bugs; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/38
  • Refine gradio by @yujincheng08 in https://github.com/NVlabs/Sana/pull/39
  • fix the bug of stop training around 4 hours. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/66
  • add comfyui related files by @lawrence-cj in https://github.com/NVlabs/Sana/pull/77
  • add a T2I2V video link into comfyui readme by @lawrence-cj in https://github.com/NVlabs/Sana/pull/78
  • 1. diffusers support Sana; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/88
  • receive any kinds of image extension in SanaImgDataset; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/94
  • add Sana-LoRA training and guidance by @lawrence-cj in https://github.com/NVlabs/Sana/pull/98
  • 1. update for 2Kpx models release; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/103
  • add config file for 2K models; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/104
  • update code for better quality by @lawrence-cj in https://github.com/NVlabs/Sana/pull/105
  • fix the sample num bug in inference. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/108
  • Nv labs GitHub repo/nv labs GitHub repo main by @lawrence-cj in https://github.com/NVlabs/Sana/pull/124
  • fix the bug when resume rng_state with diffuerent gpu numbers. by @lawrence-cj in https://github.com/NVlabs/Sana/pull/131
  • support 4K images by @lawrence-cj in https://github.com/NVlabs/Sana/pull/135
  • [Tool]ImgDataset2WebDatasetMS by @Pevernow in https://github.com/NVlabs/Sana/pull/130
  • fix 4K OOM with VAE-tiling by @lawrence-cj in https://github.com/NVlabs/Sana/pull/144
  • docs: update README.md by @eltociear in https://github.com/NVlabs/Sana/pull/151
  • fix: correct CSS property & missing articles by @CharlesCNorton in https://github.com/NVlabs/Sana/pull/152
  • fix the bug for AutoencoderDC encode training; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/158
  • Nv labs GitHub repo/nv labs GitHub repo main by @lawrence-cj in https://github.com/NVlabs/Sana/pull/163
  • update CI script; by @lawrence-cj in https://github.com/NVlabs/Sana/pull/165
  • Sana1.5 8 bit CAME optimizer code release by @lawrence-cj in https://github.com/NVlabs/Sana/pull/167
  • Nv labs GitHub repo/nv labs GitHub repo main adding controlnet (#23) by @lawrence-cj in https://github.com/NVlabs/Sana/pull/177
  • update README by @lawrence-cj in https://github.com/NVlabs/Sana/pull/195

New Contributors

  • @frutiemax92 made their first contribution in https://github.com/NVlabs/Sana/pull/18
  • @odusseys made their first contribution in https://github.com/NVlabs/Sana/pull/30
  • @JimothyJohn made their first contribution in https://github.com/NVlabs/Sana/pull/34
  • @yujincheng08 made their first contribution in https://github.com/NVlabs/Sana/pull/39
  • @Pevernow made their first contribution in https://github.com/NVlabs/Sana/pull/130
  • @eltociear made their first contribution in https://github.com/NVlabs/Sana/pull/151
  • @CharlesCNorton made their first contribution in https://github.com/NVlabs/Sana/pull/152

Full Changelog: https://github.com/NVlabs/Sana/commits/v1.0.0

- Python
Published by lawrence-cj about 1 year ago