pytorch-lightning vs MiniCPM-V
pytorch-lightning and MiniCPM-V share 4 technologies: FastAPI, torch, docutils, and myst-parser. Both are written in Python.
LinkedInWhat they share and what sets them apart
Lightning-AI
pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Python31.4kRead on November 7, 2026, at commit 84df182What is pytorch-lightning built with?Only in pytorch-lightning
In common
OpenBMB
MiniCPM-V
See, hear, and interact on your local devices.
Python27.1kRead on November 8, 2026, at commit 47e1fa7What is MiniCPM-V built with?Only in MiniCPM-V
webdataset
- AIOHTTP
uvicorn
- cycler
fonttools
sphinx-design
contourpy
- Gradio
seaborn
matplotlib
- Rich
- bitsandbytes
- einops
- fairscale
- flash-attn
gradio-client
librosa
- onnxruntime
OpenAI- pycocotools
- sacrebleu
- scikit-learn
sentence-transformers
- sentencepiece
tokenizers
torchaudio
umap-learn
- vector-quantize-pytorch
- vocos
- transformers
torchvision
nltk
opencv-python
accelerate
deepspeed
timm
peft
- pycocoevalcap
- spaCy
- tiktoken
- jsonlines
- markdown2
- openpyxl
sphinxcontrib-jquery
- xlsxwriter
pillow
- decord
imageio
- moviepy
- Pydantic
- validators
psutil
Side by side
pytorch-lightningMiniCPM-V
SizeLines written by people and agents, without generated ones; code files, without tests.
pytorch-lightning138,949 lines written271 code files
MiniCPM-V36,999 lines written151 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.
pytorch-lightning0.1% of its commits signed by AIWith GitHub Copilot and Claude Code
MiniCPM-V1.1% of its commits signed by AIWith Cursor and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
pytorch-lightningLast push October 30, 202611,034 commits31,446 stars
MiniCPM-VLast push October 30, 2026645 commits27,095 stars
TestsThe files that test the code, and the share of code files a test imports.
pytorch-lightning329 test files66.1% of its code files have a test that imports them
MiniCPM-V0 test files
Frequently asked questions
Which is bigger, pytorch-lightning or MiniCPM-V?
pytorch-lightning, with 138,949 lines written; MiniCPM-V has 36,999.
The proof: Lightning-AI/pytorch-lightning's code at commit 84df182
Which has more GitHub stars, pytorch-lightning or MiniCPM-V?
pytorch-lightning, with 31,446 stars; MiniCPM-V has 27,095.
The proof: Lightning-AI/pytorch-lightning on GitHub
Which has more tests, pytorch-lightning or MiniCPM-V?
pytorch-lightning, with 329 test files.
The proof: Lightning-AI/pytorch-lightning's code at commit 84df182
Which was updated more recently, pytorch-lightning or MiniCPM-V?
Both got their last push on October 30, 2026.
The proof: OpenBMB/MiniCPM-V's commits on GitHub
Which has more commits signed by AI, pytorch-lightning or MiniCPM-V?
MiniCPM-V: an AI signed 1.1% of its commits, with Cursor and Codex; in pytorch-lightning, 0.1%.
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