Source: https://seerepo.com/compare/Lightning-AI/pytorch-lightning/vs/OpenBMB/MiniCPM-V
Markdown source: https://seerepo.com/compare/Lightning-AI/pytorch-lightning/vs/OpenBMB/MiniCPM-V.md
Description: pytorch-lightning and MiniCPM-V share 4 technologies: FastAPI, torch, docutils, and myst-parser. Both are written in Python.

# pytorch-lightning vs MiniCPM-V

pytorch-lightning and MiniCPM-V share 4 technologies: FastAPI, torch, docutils, and myst-parser. Both are written in Python.

- [Lightning-AI/pytorch-lightning](https://seerepo.com/r/Lightning-AI/pytorch-lightning): Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
- [OpenBMB/MiniCPM-V](https://seerepo.com/r/OpenBMB/MiniCPM-V): See, hear, and interact on your local devices.

## What they share and what sets them apart

- In common: FastAPI, torch, docutils, myst-parser
- Only in pytorch-lightning: Lightning, jinja2, nbconvert, pandoc
- 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-lightning | MiniCPM-V |
|---|---|---|
| Size | 138,949 lines written, 271 code files | 36,999 lines written, 151 code files |
| Who writes it | 0.1% of its commits signed by AI. With GitHub Copilot and Claude Code | 1.1% of its commits signed by AI. With Cursor and Codex |
| Activity | Last push October 30, 2026, 11,034 commits, 31,446 stars | Last push October 30, 2026, 645 commits, 27,095 stars |
| Tests | 329 test files. 66.1% of its code files have a test that imports them | 0 test files |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## 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](https://github.com/Lightning-AI/pytorch-lightning/tree/84df182f50ab34301aabb3c0eb4031815bfb413d)

### 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](https://github.com/Lightning-AI/pytorch-lightning)

### 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](https://github.com/Lightning-AI/pytorch-lightning/tree/84df182f50ab34301aabb3c0eb4031815bfb413d)

### 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](https://github.com/OpenBMB/MiniCPM-V/commits)

### 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%.

## Sources

- Lightning-AI/pytorch-lightning: Read on November 7, 2026, at commit 84df182 (https://github.com/Lightning-AI/pytorch-lightning/tree/84df182f50ab34301aabb3c0eb4031815bfb413d)
- OpenBMB/MiniCPM-V: Read on November 8, 2026, at commit 47e1fa7 (https://github.com/OpenBMB/MiniCPM-V/tree/47e1fa75b45b8c122ca2a52150762bf6183f1c5e)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.