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Spark in me - Internet, data science, math, deep learning, philosophy

2440 @snakers4

Канал про интересные мне темы - интернет - статистика - наука о данных Без рекламы и буллшита.

Spark in me - Internet, data science, math, deep learning, philosophy

6 лет назад
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Comparing Popular Model Hubs

The contenders are:

- PyTorch Hub
- TF Hub (latest PR not merged yet)
- ONNX models
- OpenVino models

So, I read the docs for all of them, created PRs for 3 of them, in the end our models were accepted to PyTorch Hub and TF Hub.

PyTorch Hub

- Instructions are literally 4 steps long
- The way the models are packaged and distributed is beautiful, clean, minimalistic and easy to use and maintain. Some great mind really designed it
- Essentially you just host your model, add a special file to your repo, torch hub just pull your repo behind the scenes and loads the model. It is embarrassingly easy
- I was greeted by Soumith Chintala himself
- After publishing, our models got a decent surge of traffic - cool!
- No focus on licensing or any similar sort of bs - you just share your models