LlamaFactory vs unilm
LlamaFactory and unilm share 15 technologies: FastAPI, Gradio, einops, sentencepiece, tiktoken, torchvision, transformers, torch, datasets, accelerate, peft, deepspeed, torchaudio, bitsandbytes, and nltk. Both are written in Python.
LinkedInWhat they share and what sets them apart
hiyouga
LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Python75.9kRead on November 4, 2026, at commit 702005cWhat is LlamaFactory built with?Only in LlamaFactory
uvicorn
matplotlib
triton-ascend
trl
safetensors
- liger-kernel
- ModelScope
- torchdata
- torchcodec
av
- jsonschema-specifications
- referencing
- Pydantic
In common
- FastAPI
- Gradio
- einops
- sentencepiece
- tiktoken
torchvision
- transformers
- torch
- datasets
accelerate
peft
deepspeed
torchaudio
- bitsandbytes
nltk
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
Side by side
LlamaFactoryunilm
SizeLines written by people and agents, without generated ones; code files, without tests.
LlamaFactory62,624 lines written194 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.
LlamaFactory1.6% of its commits signed by AIWith Gemini CLI, Claude Code, GitHub Copilot, and Cursor
unilm0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
LlamaFactoryLast push November 4, 20262,769 commits75,890 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.
LlamaFactory62 test files38.1% 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, LlamaFactory or unilm?
unilm, with 769,203 lines written; LlamaFactory has 62,624.
The proof: microsoft/unilm's code at commit 31c5b90
Which has more GitHub stars, LlamaFactory or unilm?
LlamaFactory, with 75,890 stars; unilm has 22,240.
The proof: hiyouga/LlamaFactory on GitHub
Which has more tests, LlamaFactory or unilm?
unilm, with 163 test files; LlamaFactory has 62.
The proof: microsoft/unilm's code at commit 31c5b90
Which was updated more recently, LlamaFactory or unilm?
LlamaFactory: its last push was on November 4, 2026, and unilm's on September 21, 2026.
The proof: hiyouga/LlamaFactory's commits on GitHub
Which has more commits signed by AI, LlamaFactory or unilm?
LlamaFactory: an AI signed 1.6% of its commits, with Gemini CLI, Claude Code, GitHub Copilot, and Cursor.
The proof: the commits each tool signed in hiyouga/LlamaFactory
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