What's inside MakazhanAlpamys/Soup

MakazhanAlpamys/Soup is a Python repo with 842,349 lines written. Soup is built with FastAPI and uses Hugging Face. AI signed 18.6% of the 2,800 commits of Soup.

Built with 1
SoupPython · Apache-2.0
lines written
842,349
product files
596
test files
1,354
GitHub stars
10,519

Read on November 13, 2026, at commit d94c086.See each one with its proof

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.

How much of Soup did AI write?

18.6%

AI signed 18.6% of the 2,800 commits of Soup.

Signed by an AIWithout one

Who writes it

Frequently asked questions

What is MakazhanAlpamys/Soup?
MakazhanAlpamys/Soup is a Python repo with 842,349 lines written. Its description on GitHub: “Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.”

The proof: its page on GitHub

What is Soup built with?
Soup is built with FastAPI and uses Hugging Face.

The proof: each service with its file and line

How much of Soup did AI write?
AI signed 18.6% of the 2,800 commits of Soup.

The proof: the commits each tool signed

What license does Soup have?
Soup is released under the Apache-2.0 license.

The proof: its page on GitHub

How many stars does Soup have on GitHub?
Soup had 10,519 stars on GitHub on November 13, 2026.

The proof: its page on GitHub

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