Source: https://seerepo.com/r/OpenBMB/MiniCPM-V/built Markdown source: https://seerepo.com/r/OpenBMB/MiniCPM-V/built.md Description: MiniCPM-V is a Python repo built with AIOHTTP, FastAPI, and uvicorn. It uses AI through bitsandbytes, einops, fairscale, flash-attn, gradio-client, and 25 more. # What is MiniCPM-V built with? MiniCPM-V is a Python repo built with AIOHTTP, FastAPI, and uvicorn. It uses AI through bitsandbytes, einops, fairscale, flash-attn, gradio-client, and 25 more, makes its content with docutils, jsonlines, markdown2, myst-parser, openpyxl, and 6 more, validates its data with Pydantic and validators, deploys with psutil, and uses webdataset. It has 36,999 written lines. Read on November 8, 2026, at commit 47e1fa7. Repository: https://github.com/OpenBMB/MiniCPM-V ## Frontend ### Styles - **[cycler](https://seerepo.com/uses/cycler)** - **[fonttools](https://seerepo.com/uses/fonttools)** - **sphinx-design** ### Interface - **[contourpy](https://seerepo.com/uses/contourpy)** - **[Gradio](https://seerepo.com/uses/gradio)** - **[seaborn](https://seerepo.com/uses/seaborn)** - **[matplotlib](https://seerepo.com/uses/matplotlib)**: 1 file - **[Rich](https://seerepo.com/uses/rich)**: 1 file ## Backend ### Data - **webdataset** ### AI - **[bitsandbytes](https://seerepo.com/uses/bitsandbytes)** - **[einops](https://seerepo.com/uses/einops)** - **fairscale** - **flash-attn** - **gradio-client** - **[librosa](https://seerepo.com/uses/librosa)** - **[onnxruntime](https://seerepo.com/uses/onnxruntime)** - **[openai](https://seerepo.com/uses/openai)** - **pycocotools** - **sacrebleu** - **[scikit-learn](https://seerepo.com/uses/scikit-learn)** - **[sentence-transformers](https://seerepo.com/uses/sentence-transformers)** - **[sentencepiece](https://seerepo.com/uses/sentencepiece)** - **[tokenizers](https://seerepo.com/uses/tokenizers)** - **[torchaudio](https://seerepo.com/uses/torchaudio)** - **umap-learn** - **vector-quantize-pytorch** - **vocos** - **[torch](https://seerepo.com/uses/torch)**: 24 files - **[transformers](https://seerepo.com/uses/transformers)**: 9 files - **[torchvision](https://seerepo.com/uses/torchvision)**: 8 files - **[nltk](https://seerepo.com/uses/nltk)**: 3 files - **[opencv-python](https://seerepo.com/uses/opencv-python)**: 3 files - **[accelerate](https://seerepo.com/uses/accelerate)**: 2 files - **deepspeed**: 2 files - **timm**: 2 files - **[peft](https://seerepo.com/uses/peft)**: 1 file - **pycocoevalcap**: 1 file - **[spaCy](https://seerepo.com/uses/spacy)**: 1 file - **[tiktoken](https://seerepo.com/uses/tiktoken)**: 1 file ## Support ### The base - **[AIOHTTP](https://seerepo.com/uses/aiohttp)** - **[FastAPI](https://seerepo.com/uses/fastapi)** - **[uvicorn](https://seerepo.com/uses/uvicorn)** ### Content - **[docutils](https://seerepo.com/uses/docutils)** - **jsonlines** - **markdown2** - **myst-parser** - **[openpyxl](https://seerepo.com/uses/openpyxl)** - **sphinxcontrib-jquery** - **[xlsxwriter](https://seerepo.com/uses/xlsxwriter)** - **[pillow](https://seerepo.com/uses/pillow)**: 13 files - **decord**: 5 files - **[imageio](https://seerepo.com/uses/imageio)**: 2 files - **moviepy**: 1 file ### Validation - **[Pydantic](https://seerepo.com/uses/pydantic)** - **validators**: 1 file ### Deploy - **[psutil](https://seerepo.com/uses/psutil)** ### Tools - **ninja** - **notebook** - **Setuptools** - **Sphinx** - **sphinx-copybutton** - **sphinx-notfound-page** - **sphinx-tabs** - **tensorboard** - **typing-extensions** - **packaging**: 1 file ### Other - **addict** - **aiofiles** - **aiosignal** - **async-timeout** - **attrs** - **chardet** - **editdistance** - **filelock** - **frozenlist** - **importlib-resources** - **iopath** - **kiwisolver** - **more-itertools** - **multidict** - **omegaconf** - **opencv-python-headless** - **protobuf** - **pyparsing** - **python-dateutil** - **pyyaml** - **regex** - **SciPy** - **shortuuid** - **socksio** - **soundfile** - **tenacity** - **timeout-decorator** - **wandb** - **yarl** - **zipp** - **NumPy**: 20 files - **pandas**: 17 files - **tqdm**: 6 files - **requests**: 3 files - **tabulate**: 2 files - **portalocker**: 1 file - **python-dotenv**: 1 file ## Other repos with a similar stack - [ray-project/ray](https://seerepo.com/r/ray-project/ray/built): webdataset, AIOHTTP, FastAPI, uvicorn, cycler, fonttools, sphinx-design, contourpy, Gradio, matplotlib, Rich, bitsandbytes, einops, fairscale, gradio-client, onnxruntime, sacrebleu, scikit-learn, sentencepiece, tokenizers, torchaudio, torch, transformers, torchvision, nltk, accelerate, deepspeed, timm, peft, tiktoken, docutils, jsonlines, openpyxl, pillow, imageio, moviepy, Pydantic, validators, psutil · [Compare](https://seerepo.com/compare/OpenBMB/MiniCPM-V/vs/ray-project/ray) - [hpcaitech/ColossalAI](https://seerepo.com/r/hpcaitech/ColossalAI/built): FastAPI, uvicorn, Gradio, seaborn, matplotlib, Rich, bitsandbytes, einops, flash-attn, OpenAI, scikit-learn, sentence-transformers, sentencepiece, tokenizers, torchaudio, torch, transformers, torchvision, accelerate, timm, peft, tiktoken, jsonlines, pillow, Pydantic, psutil · [Compare](https://seerepo.com/compare/hpcaitech/ColossalAI/vs/OpenBMB/MiniCPM-V) - [bojieli/ai-agent-book](https://seerepo.com/r/bojieli/ai-agent-book/built): AIOHTTP, FastAPI, uvicorn, seaborn, matplotlib, Rich, bitsandbytes, librosa, OpenAI, scikit-learn, sentence-transformers, sentencepiece, torchaudio, torch, transformers, nltk, opencv-python, accelerate, peft, tiktoken, openpyxl, xlsxwriter, pillow, Pydantic, psutil · [Compare](https://seerepo.com/compare/bojieli/ai-agent-book/vs/OpenBMB/MiniCPM-V) - [mudler/LocalAI](https://seerepo.com/r/mudler/LocalAI/built): FastAPI, uvicorn, Gradio, matplotlib, bitsandbytes, einops, flash-attn, librosa, onnxruntime, OpenAI, sentence-transformers, sentencepiece, tokenizers, torchaudio, vector-quantize-pytorch, torch, transformers, torchvision, opencv-python, accelerate, peft, tiktoken, pillow, imageio · [Compare](https://seerepo.com/compare/mudler/LocalAI/vs/OpenBMB/MiniCPM-V) - [onyx-dot-app/onyx](https://seerepo.com/r/onyx-dot-app/onyx/built): AIOHTTP, FastAPI, uvicorn, cycler, fonttools, contourpy, matplotlib, Rich, einops, onnxruntime, OpenAI, scikit-learn, sentence-transformers, tokenizers, torch, transformers, accelerate, tiktoken, docutils, openpyxl, xlsxwriter, pillow, Pydantic, psutil · [Compare](https://seerepo.com/compare/onyx-dot-app/onyx/vs/OpenBMB/MiniCPM-V) - [datawhalechina/hello-agents](https://seerepo.com/r/datawhalechina/hello-agents/built): AIOHTTP, FastAPI, uvicorn, cycler, fonttools, contourpy, Gradio, matplotlib, Rich, onnxruntime, OpenAI, scikit-learn, sentence-transformers, tokenizers, torch, transformers, accelerate, peft, spaCy, tiktoken, openpyxl, pillow, Pydantic · [Compare](https://seerepo.com/compare/datawhalechina/hello-agents/vs/OpenBMB/MiniCPM-V) ## Frequently asked questions ### What language is MiniCPM-V written in? MiniCPM-V is written in Python, with 36,999 written lines. ### What framework does MiniCPM-V use? MiniCPM-V is built with AIOHTTP, FastAPI, and uvicorn. ### Does MiniCPM-V use AI? Yes. MiniCPM-V uses AI through 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, torch, transformers, torchvision, nltk, opencv-python, accelerate, deepspeed, timm, peft, pycocoevalcap, spaCy, and tiktoken. ### What services does MiniCPM-V use? MiniCPM-V uses webdataset. ### Which repos have a stack like MiniCPM-V's? The ones that share most of its stack: ray-project/ray, hpcaitech/ColossalAI, and bojieli/ai-agent-book. ## 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.