laprise

I just made this for my own usage, so I'll share it to amortize my Claude Code carbon footprint... lol. I think the concept of single binary CLIs like ffmpeg are gaining importance in this "agent" age, so figured it might be useful to have that for images.

I understand what you mean, and that's a fair point. However, as John Schulman pointed out in his talk, it is possible to clone the behavior of the model, but it won't work to avoid hallucination since the underlying pretrained models are different. If we clone ChatGPT's behavior (by using its output), we'll get the worst of both worlds: weird output coming from its RLHF step AND hallucination.

" LLM indbreeding."… I like it

Yeah, just to be clear, I think using ChatGPT for creating small datasets for niche models makes total sense. I'm talking about creating foundation models which is a different thing.

Btw, this kind of language is already all over the place: https://twitter.com/d_feldman/status/1649466422018318338 Which is hilarious and sad at the same time.

yes exactly, this "as an ai model I can/can't" you're mentioning is precisely what is learned during the RLHF alignment phase.

Yes indeed, Yoav Goldberg's post is essentially a good summary of John Schulman's talk, which is excellent. I highly recommend people watch it.

However, my point goes beyond this technical argument. I would argue that even if, by some magical process, we could perfectly replicate GPT-4 behaviour, I still don't think it's a good idea or at least it's not enough. Don't get me wrong, it would be really handy to have a free version running on our own cluster, but it wouldn't fix the other issues I mentioned.

Neat ! here some tips for creating a kick ass graph visualization: http://www.martinlaprise.info/2010/02/15/visualize-your-own-...

Indeed ! Wow... that's so lame

This is insane !

Of course ... it's a fractal (dimension = 2.05). Fractal present some degree of self-similarity, not a perfect one. In fact, this is the whole beauty of it.

Funny !

Wow … shame on me ! I did too much of special relativity :-)

Amen !