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This is great! It always bugs me when I can't find an implementation of a paper to reference. I'm much more likely to read a paper if there is code associated w
by poorman 6y ago
This is great! It always bugs me when I can't find an implementation of a paper to reference. I'm much more likely to read a paper if there is code associated with it.
- mikehollinger 6y agoUnfortunately not all entries there have code, but it’s a good reference site.
- joe_the_user 6y agoWell, One thing that stands out on it is that the top article is OpenAI's gpt-3 paper. While I've only read popular summaries here, one point that's highlighted is that the model involves 175 billion parameters. Which seems like an indication that while you can download the code and the paper, you're going to be able to run it - at not until/unless GPUs get much bigger (or you have Open AI, Google or similar level resources). I wonder if you could have a site which not allows the uploading of code but actually involves the code executing on the site.
- p1esk 6y agoThere's no code for GPT-3. Also, you don't need GPUs to run it if it's ever released. You just need a server with 350GB of RAM. It's going to be slow (probably a few words per minute), but you would be able to run it at a reasonable cost (e.g. r5.16xlarge spot pricing is ~$0.6/hr).
- humanistbot 6y agoCheck out https://mybinder.org https://mybinder.org -- if your code is in Jupyter notebooks in a GitHub repo, it'll build a Docker container with whatever dependencies you specify, spin up an instance on some cloud somewhere, and run the notebooks in your browser. Edit: they do have heavy limits for the version they host, but the platform is open-source, so institutions can set up mybinder instances for their own users.