ColossalAI vs Soup
ColossalAI and Soup share 10 technologies: FastAPI, Hugging Face, Rich, transformers, peft, datasets, bitsandbytes, accelerate, Pydantic, and psutil. Both are written in Python.
LinkedInWhat they share and what sets them apart
hpcaitech
ColossalAI
Making large AI models cheaper, faster and more accessible
Python41.4kRead on November 13, 2026, at commit 297c8cfWhat is ColossalAI built with?Only in ColossalAI
uvicorn
chromadb
- anyio
- Ray
- Gradio
seaborn
matplotlib
- SQLAlchemy
- ModelScope
OpenAI- rouge
- scikit-learn
sentence-transformers
- tiktoken
- torch
colossalai
- LangChain
- triton
diffusers
- flash-attn
safetensors
- vLLM
- einops
- galore-torch
- loralib
- math-verify
- sentencepiece
torchaudio
torchvision
- jinja2
markdown-it-py
markupsafe
- mdurl
pypdf
unstructured
pillow
- jsonlines
- annotated-types
- gpustat
fabric
In common
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
Side by side
ColossalAISoup
SizeLines written by people and agents, without generated ones; code files, without tests.
ColossalAI319,283 lines written975 code files
Soup842,349 lines written596 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.
ColossalAI0.3% of its commits signed by AIWith Codex and Claude Code
Soup18.6% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ColossalAILast push November 13, 20263,904 commits41,424 stars
SoupLast push November 13, 20262,800 commits10,519 stars
TestsThe files that test the code, and the share of code files a test imports.
ColossalAI515 test files1.1% of its code files have a test that imports them
Soup1,354 test files3.2% of its code files have a test that imports them
Frequently asked questions
Which is bigger, ColossalAI or Soup?
Soup, with 842,349 lines written; ColossalAI has 319,283.
Which has more GitHub stars, ColossalAI or Soup?
ColossalAI, with 41,424 stars; Soup has 10,519.
The proof: hpcaitech/ColossalAI on GitHub
Which has more tests, ColossalAI or Soup?
Soup, with 1,354 test files; ColossalAI has 515.
Which was updated more recently, ColossalAI or Soup?
Both got their last push on November 13, 2026.
The proof: hpcaitech/ColossalAI's commits on GitHub
Which has more commits signed by AI, ColossalAI or Soup?
Soup: an AI signed 18.6% of its commits, with Claude Code; in ColossalAI, 0.3%.
The proof: the commits each tool signed in MakazhanAlpamys/Soup
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