nathan-barry's comments

nathan-barry · 2025-05-12T17:35:27 1747071327

This is a post covering the basics of machine learning, along with a Go implementation of Karpathy's micrograd

nathan-barry · 2025-05-02T19:14:42 1746213282

Yeah, right now the weights aren't even pushed to the repo so there's no way for the github page to load them in. I've looked a tiny bit into it and might end up making a fix for it, having it load the weights by fetching them from somewhere else on load, but probably not today.

There is a link to the zipped up folder with the weights here: https://github.com/nathan-barry/gpt2-webgl/releases/download...

If anyone wants to make a PR which fetches the file from there, unzips it, then loads in the weights from there that would be greatly appreciated.

nathan-barry · 2025-05-02T17:41:27 1746207687

This was a final project for a graphics class where we used WebGL a lot. Also I was just more familiar with OpenGL and haven't looked that much into webGPU

nathan-barry · 2025-05-02T16:48:19 1746204499

Working on getting it up on Github pages, will let you know. Not sure if there will be an issue with hosting the weights, I'll look into it

Philpax · 2025-05-02T17:00:06 1746205206

You may be able to fetch the weights directly from Hugging Face. I'd try that first.

ianand · 2025-05-02T17:30:45 1746207045

Checkout https://github.com/jseeio/gpt2-tfjs fetches the weights for GPT2 from huggingface on the fly.

jasonjmcghee · 2025-05-02T19:07:56 1746212876

I haven't looked at your implementation, but if you can read ONNX weights... https://huggingface.co/Xenova/gpt2

nathan-barry · 2025-05-02T16:46:12 1746204372

Yeah it'd be great if you could file an issue and show what you see! I was using Safari but I'm gonna check other browsers to test if it works on them

throwaway314155 · 2025-05-02T16:56:54 1746205014

Great! I've filed an issue.