Source: https://seerepo.com/compare/deepspeedai/DeepSpeed/vs/gradio-app/gradio
Markdown source: https://seerepo.com/compare/deepspeedai/DeepSpeed/vs/gradio-app/gradio.md
Description: DeepSpeed and gradio share 8 technologies: accelerate, torch, transformers, diffusers, safetensors, torchvision, xgboost, and Pydantic. Both are written in Python.

# DeepSpeed vs gradio

DeepSpeed and gradio share 8 technologies: accelerate, torch, transformers, diffusers, safetensors, torchvision, xgboost, and Pydantic. Both are written in Python.

- [deepspeedai/DeepSpeed](https://seerepo.com/r/deepspeedai/DeepSpeed): DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
- [gradio-app/gradio](https://seerepo.com/r/gradio-app/gradio): Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

## What they share and what sets them apart

- In common: accelerate, torch, transformers, diffusers, safetensors, torchvision, xgboost, Pydantic
- Only in DeepSpeed: sphinx-rtd-theme, sentencepiece, triton, einops, comet-ml, liger-kernel, lm-eval, docutils, psutil
- Only in gradio: FastAPI, psycopg2, uvicorn, starlette, anyio, Svelte, Hugging Face, OpenAI, SvelteKit, Vite, Tailwind CSS, bokeh, Plotly, xyzservices, Gradio, matplotlib, altair, SQLAlchemy, itsdangerous, authlib, datasets, LangChain, langchain-openai, librosa, llama-index, nltk, onnxruntime-gpu, openai-whisper, opencv-python, prophet, scikit-learn, spaCy, speechbrain, TensorFlow, torchaudio, gradio-client, MCP, jinja2, markupsafe, pymupdf, pillow, iframe-resizer, hast-util-to-string, prismjs, wavesurfer.js, CodeMirror, @lezer/highlight, @lezer/markdown, TanStack, D3, handlebars, pixi.js, pixi-filters, d3-selection, Mermaid, katex, marked, marked-highlight, Vega, vega-embed, vega-lite, sanitize-html, @ffmpeg/ffmpeg

## Side by side

| | DeepSpeed | gradio |
|---|---|---|
| Size | 247,033 lines written, 760 code files | 310,984 lines written, 1,472 code files |
| Who writes it | 2.7% of its commits signed by AI. With GitHub Copilot, Cursor, and Claude Code | 2.1% of its commits signed by AI. With Claude Code, GitHub Copilot, Cursor, and Sweep |
| Activity | Last push November 6, 2026, 3,619 commits, 43,302 stars | Last push November 6, 2026, 7,091 commits, 43,996 stars |
| Tests | 395 test files. 33% of its code files have a test that imports them | 327 test files. 10.6% of its code files have a test that imports them |

- 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, DeepSpeed or gradio?

gradio, with 310,984 lines written; DeepSpeed has 247,033.

The proof: [gradio-app/gradio's code at commit ebccfcf](https://github.com/gradio-app/gradio/tree/ebccfcf3194dd3cd132491a6bc35968f1321611a)

### Which has more GitHub stars, DeepSpeed or gradio?

gradio, with 43,996 stars; DeepSpeed has 43,302.

The proof: [gradio-app/gradio on GitHub](https://github.com/gradio-app/gradio)

### Which has more tests, DeepSpeed or gradio?

DeepSpeed, with 395 test files; gradio has 327.

The proof: [deepspeedai/DeepSpeed's code at commit f47dc3e](https://github.com/deepspeedai/DeepSpeed/tree/f47dc3e3d48e748d699720ea65eca1f45c136255)

### Which was updated more recently, DeepSpeed or gradio?

Both got their last push on November 6, 2026.

The proof: [deepspeedai/DeepSpeed's commits on GitHub](https://github.com/deepspeedai/DeepSpeed/commits)

### Which has more commits signed by AI, DeepSpeed or gradio?

DeepSpeed: an AI signed 2.7% of its commits, with GitHub Copilot, Cursor, and Claude Code; in gradio, 2.1%.

The proof: [the commits each tool signed in deepspeedai/DeepSpeed](https://seerepo.com/r/deepspeedai/DeepSpeed/ai)

## Sources

- deepspeedai/DeepSpeed: Read on November 6, 2026, at commit f47dc3e (https://github.com/deepspeedai/DeepSpeed/tree/f47dc3e3d48e748d699720ea65eca1f45c136255)
- gradio-app/gradio: Read on November 6, 2026, at commit ebccfcf (https://github.com/gradio-app/gradio/tree/ebccfcf3194dd3cd132491a6bc35968f1321611a)

## 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.