OK but the article implies that this approach saves money. I don’t think it does that at all.

You know what’s cheaper than a GPU with 120GB of RAM? Renting one, for a split second. You can do that for like 1 cent.

there is no existing model nowadays knowing it

Yeah there is - GPT-4 is very familiar with Pharo. And you’re not going to be able to train anything better than that yourself. OpenAI said it cost about a hundred million dollars in hardware and electricity to train the GPT-4 model. I assume you don’t have a budget like that?

Other major models are probably pretty good at it too, but in my experience GPT-4 seems to be the best one especially in terms of code generation. So, I recommend starting with that one.

Sign up for ChatGPT Plus, so you can use GPT-4 instead of GPT-3.5 (GPT-4 is a lot better), and just say "explain this pharo code: " then paste in a block of code.

Here’s an example of a simple chat I had about Pharo with GPT-4. I started by asking it to explain some sample code I found from one of the examples on the Pharo website, then I asked if it could be improved (it suggested some good improvements), and then I asked it how to add a feature:

https://chat.openai.com/share/fbe7325c-498f-44b0-ba48-c433a15b4a63

… stable diffusion is a diffusion model - OP wants a language model. They don’t work even remotely the same way.

Supposedly if you spend about 10 minutes reading tweets, skimming through replies, etc, you’ll hit the 300 post limit and be unable to use the app until the next day. Only letting people use the site for 10 minutes is clearly bad. And most people just are not going to pay to be able to use the app.

I don’t see how this limits bots at all. You can simply spin up a hundred thousand bots and you’ll be able to crawl 30 million posts a day. At best it will slow bots down for a week while they refactor how their systems work.

This really only affects legitimate users.

They usually attach a steel structure to the outside of the roof, then they attach the panels to those.

That should give them all the freedom they need to put the panels wherever looks good.