peft vs unilm
peft and unilm share 10 technologies: Gradio, peft, torch, transformers, bitsandbytes, accelerate, datasets, diffusers, torchvision, and pillow. Both are written in Python.
LinkedInWhat they share and what sets them apart
huggingface
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Python21.9kRead on November 5, 2026, at commit 574c7caWhat is peft built with?Only in peft
- Hugging Face
safetensors
psutil
In common
- Gradio
peft
- torch
- transformers
- bitsandbytes
accelerate
- datasets
diffusers
torchvision
pillow
microsoft
unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Python22.2kRead on November 5, 2026, at commit 31c5b90What is unilm built with?Only in unilm
- FastAPI
- Flask
pyarrow
webdataset
OpenAI- scikit-learn
timm
opencv-python
- sacrebleu
- sentencepiece
deepspeed
torchaudio
tokenizers
- einops
nltk
- triton
- tiktoken
- vLLM
- torchmetrics
- pycocotools
lxml
- boto3
Side by side
peftunilm
SizeLines written by people and agents, without generated ones; code files, without tests.
peft166,024 lines written272 code files
unilm769,203 lines written2,555 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.
peft0.1% of its commits signed by AIWith Cursor and Claude Code
unilm0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
peftLast push November 4, 20261,934 commits21,873 stars
unilmLast push September 21, 20261,092 commits22,240 stars
TestsThe files that test the code, and the share of code files a test imports.
peft75 test files0.7% of its code files have a test that imports them
unilm163 test files5.1% of its code files have a test that imports them
Frequently asked questions
Which is bigger, peft or unilm?
unilm, with 769,203 lines written; peft has 166,024.
The proof: microsoft/unilm's code at commit 31c5b90
Which has more GitHub stars, peft or unilm?
unilm, with 22,240 stars; peft has 21,873.
The proof: microsoft/unilm on GitHub
Which has more tests, peft or unilm?
unilm, with 163 test files; peft has 75.
The proof: microsoft/unilm's code at commit 31c5b90
Which was updated more recently, peft or unilm?
peft: its last push was on November 4, 2026, and unilm's on September 21, 2026.
The proof: huggingface/peft's commits on GitHub
Which has more commits signed by AI, peft or unilm?
peft: an AI signed 0.1% of its commits, with Cursor and Claude Code.
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