Source: https://seerepo.com/compare/tensorflow/models/vs/unifyai/ivy
Markdown source: https://seerepo.com/compare/tensorflow/models/vs/unifyai/ivy.md
Description: models and ivy share 6 technologies: einops, TensorFlow, torch, torchvision, scikit-learn, and psutil. Both are written in Python.

# models vs ivy

models and ivy share 6 technologies: einops, TensorFlow, torch, torchvision, scikit-learn, and psutil. Both are written in Python.

- [tensorflow/models](https://seerepo.com/r/tensorflow/models): Models and examples built with TensorFlow
- [unifyai/ivy](https://seerepo.com/r/unifyai/ivy): Convert Machine Learning Code Between Frameworks

## What they share and what sets them apart

- In common: einops, TensorFlow, torch, torchvision, scikit-learn, psutil
- Only in models: FastAPI, google-cloud-core, pandas-gbq, Google, Google Cloud Storage, Apache, matplotlib, seaborn, google-auth-oauthlib, oauth2client, ai-edge-litert, cuml-cu12, cupy-cuda12x, tf-nightly, torchmetrics, tf-keras, tf-slim, opencv-python, tensorflow-model-optimization, tensorflow-datasets, pycocotools, sentencepiece, supervision, scikit-image, sam3, nltk, trackers, trackpy, tritonclient, sacrebleu, tensorflow-probability, tensorflow-transform, ffmpeg-python, mediapy, pillow, sox
- Only in ivy: h5py, cryptography, PaddlePaddle, jax, flax, jaxlib, ml-dtypes, xgboost

## Side by side

| | models | ivy |
|---|---|---|
| Size | 644,066 lines written, 1,864 code files | 482,091 lines written, 876 code files |
| Who writes it | 0% of its commits signed by AI | 0% of its commits signed by AI |
| Activity | Last push November 2, 2026, 8,558 commits, 77,635 stars | Last push October 22, 2026, 18,065 commits, 14,166 stars |
| Tests | 777 test files. 45.2% of its code files have a test that imports them | 444 test files. 12.1% 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, models or ivy?

models, with 644,066 lines written; ivy has 482,091.

The proof: [tensorflow/models's code at commit 19f2877](https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)

### Which has more GitHub stars, models or ivy?

models, with 77,635 stars; ivy has 14,166.

The proof: [tensorflow/models on GitHub](https://github.com/tensorflow/models)

### Which has more tests, models or ivy?

models, with 777 test files; ivy has 444.

The proof: [tensorflow/models's code at commit 19f2877](https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)

### Which was updated more recently, models or ivy?

models: its last push was on November 2, 2026, and ivy's on October 22, 2026.

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

## Sources

- tensorflow/models: Read on November 12, 2026, at commit 19f2877 (https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)
- unifyai/ivy: Read on November 9, 2026, at commit 67547cc (https://github.com/unifyai/ivy/tree/67547ccc994ff162991d1c5bea13df020926cf7d)

## 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.