ColossalAI vs open_clip
ColossalAI and open_clip share 7 technologies: Hugging Face, tiktoken, torch, transformers, timm, safetensors, and torchvision. 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 6, 2026, at commit da8f5c2What is ColossalAI built with?Only in ColossalAI
- FastAPI
uvicorn
chromadb
- anyio
- Ray
- Gradio
seaborn
matplotlib
- Rich
- SQLAlchemy
- ModelScope
OpenAI- scikit-learn
sentence-transformers
- LangChain
- triton
peft
diffusers
- flash-attn
- datasets
- bitsandbytes
- vLLM
- einops
accelerate
- galore-torch
- math-verify
- sentencepiece
tokenizers
torchaudio
- jinja2
markdown-it-py
markupsafe
- mdurl
pypdf
unstructured
pillow
- jsonlines
- annotated-types
- pydantic-core
- Pydantic
psutil
In common
mlfoundations
open_clip
An open source implementation of CLIP.
Python14.2kRead on November 9, 2026, at commit f9a0948What is open_clip built with?Only in open_clip
webdataset
Side by side
ColossalAIopen_clip
SizeLines written by people and agents, without generated ones; code files, without tests.
ColossalAI317,403 lines written974 code files
open_clip43,646 lines written75 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
open_clip2.3% of its commits signed by AIWith Claude Code and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ColossalAILast push November 6, 20263,887 commits41,430 stars
open_clipLast push November 6, 2026779 commits14,247 stars
TestsThe files that test the code, and the share of code files a test imports.
ColossalAI505 test files1.1% of its code files have a test that imports them
open_clip57 test files68% of its code files have a test that imports them
Frequently asked questions
Which is bigger, ColossalAI or open_clip?
ColossalAI, with 317,403 lines written; open_clip has 43,646.
Which has more GitHub stars, ColossalAI or open_clip?
ColossalAI, with 41,430 stars; open_clip has 14,247.
The proof: hpcaitech/ColossalAI on GitHub
Which has more tests, ColossalAI or open_clip?
ColossalAI, with 505 test files; open_clip has 57.
Which was updated more recently, ColossalAI or open_clip?
Both got their last push on November 6, 2026.
The proof: hpcaitech/ColossalAI's commits on GitHub
Which has more commits signed by AI, ColossalAI or open_clip?
open_clip: an AI signed 2.3% of its commits, with Claude Code and Codex; in ColossalAI, 0.3%.
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