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What is Sana built with?

Sana is a Python repo. It uses AI through flash-linear-attention, open-clip-torch, optimum, sentencepiece, torchaudio, and 15 more, makes its content with beautifulsoup4, bs4, moviepy, and imageio, is tested with pytorch-fid, deploys with psutil and spaces, and uses webdataset, lmdb, and Hugging Face. It has 118,674 written lines, with 9 test files.

Read on November 14, 2026, at commit 27303b8. Read it as markdown

The card says what it's built with. Its whole map opens it up: every part of the code and how it connects to the rest.

Frontend

Interface 2

Backend

Data 2

  • webdataset
  • lmdb2 files

AI 20

8 more

Services 1

Support

Content 4

Testing 1

  • pytorch-fid1 file

Deploy 2

Tools 8

  • ninja
  • pre-commit
  • tensorboard
  • fire1 file
  • ipdb
  • tensorboardx
  • wheel
  • yapf

Other 8

  • termcolor22 files
  • wandb14 files
  • omegaconf12 files
  • absl-py
  • ml-collections4 files
  • ftfy1 file
  • regex1 file
  • protobuf

Other repos with a similar stack

Ordered by how much of its stack they share with Sana, then by stars.

Frequently asked questions

What language is Sana written in?
Sana is written in Python, with 118,674 written lines.
Does Sana use AI?
Yes. Sana uses AI through flash-linear-attention, open-clip-torch, optimum, sentencepiece, torchaudio, torch, diffusers, triton, torchvision, einops, transformers, timm, accelerate, mmcv, xformers, peft, opencv-python, bitsandbytes, liger-kernel, and qwen-vl-utils.
What services does Sana use?
Sana uses webdataset, lmdb, and Hugging Face.
Does Sana have tests?
Yes. Sana has 9 test files and is tested with pytorch-fid.
Which repos have a stack like Sana's?
The ones that share most of its stack:OpenBMB/MiniCPM-Vmudler/LocalAIray-project/ray

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