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Soup vs unsloth

Soup and unsloth share 10 technologies: FastAPI, Hugging Face, Rich, transformers, peft, datasets, trl, accelerate, Pydantic, and psutil. Both are written in Python.

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What they share and what sets them apart

MakazhanAlpamys

Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Python10.5kRead on November 13, 2026, at commit d94c086What is Soup built with?

Only in Soup

In common

unslothai

unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.

Python79.4kRead on November 12, 2026, at commit 98836c2What is unsloth built with?

Only in unsloth

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
Soup842,349 lines written596 code files
unsloth4,065,144 lines written3,678 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
Soup18.6% of its commits signed by AIWith Claude Code
unsloth1% of its commits signed by AIWith Claude Code, Gemini CLI, Cursor, Codex, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
SoupLast push November 13, 20262,800 commits10,519 stars
unslothLast push November 12, 202613,457 commits79,373 stars
TestsThe files that test the code, and the share of code files a test imports.
Soup1,354 test files3.2% of its code files have a test that imports them
unsloth6,084 test files61.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, Soup or unsloth?
unsloth, with 4,065,144 lines written; Soup has 842,349.

The proof: unslothai/unsloth's code at commit 98836c2

Which has more GitHub stars, Soup or unsloth?
unsloth, with 79,373 stars; Soup has 10,519.

The proof: unslothai/unsloth on GitHub

Which has more tests, Soup or unsloth?
unsloth, with 6,084 test files; Soup has 1,354.

The proof: unslothai/unsloth's code at commit 98836c2

Which was updated more recently, Soup or unsloth?
Soup: its last push was on November 13, 2026, and unsloth's on November 12, 2026.

The proof: MakazhanAlpamys/Soup's commits on GitHub

Which has more commits signed by AI, Soup or unsloth?
Soup: an AI signed 18.6% of its commits, with Claude Code; in unsloth, 1%.

The proof: the commits each tool signed in MakazhanAlpamys/Soup

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