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What is Soup built with?

Soup is a Python repo built with FastAPI. It uses AI through transformers, peft, datasets, trl, bitsandbytes, and 1 more, validates its data with Pydantic, deploys with psutil, and uses Hugging Face. It has 842,349 written lines, with 1,354 test files.

Read on November 13, 2026, at commit d94c086. 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 1

Backend

The base 1

AI 6

Services 1

Support

Validation 1

Deploy 1

Tools 3

  • Typer99 files
  • click1 file
  • packaging3 files

Other 2

  • pyyaml28 files
  • hf-transfer

Other repos with a similar stack

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

Frequently asked questions

What language is Soup written in?
Soup is written in Python, with 842,349 written lines.
What framework does Soup use?
Soup is built with FastAPI.
Does Soup use AI?
Yes. Soup uses AI through transformers, peft, datasets, trl, bitsandbytes, and accelerate.
What services does Soup use?
Soup uses Hugging Face.

The proof: src/soup_cli/cans/publish.py, line 64

Does Soup have tests?
Yes. Soup has 1,354 test files.
Which repos have a stack like Soup's?
The ones that share most of its stack:bojieli/ai-agent-bookunslothai/unslothhpcaitech/ColossalAI

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