chanchar

> Just have the CoT as a field in the schema too.

Love the idea of adding CoT as a field in the expected structured output as it also makes it easier from a UX perspective to show/hide internal vs external outputs.

> Structuring your inputs with XML is very good. Even if you're trying to get JSON output, XML input seems to work better. (Haven't extensively tested this because eval is hard).

Would be neat to see LLM-specific adapters that can be used to swap out different formats within the prompt.

I read this as user & profile are two separate resources. With a standard REST API, calls are tied to a specific resource.

> Nothing stops you building another layer of endpoints to service your frontend.

They could've added a new endpoint for that specific usecase but I'm assuming they've simplified their actual needs to this one example.

Have there been any studies on if the virus can mutate?

On this note, I'm surprised ISAs are not more common for higher education (ie. college, university). I know a couple of smaller liberal art schools (ie. Purdue) have been testing this.

Here's hoping this prompts Schwab to do the same. They've already made a public statement saying it would be in the works.

Can someone with a better understanding of Honey's business explain why it's worth $4B?

I think they still have the advantage of improving the base models ahead of anyone else. The fitting part I assume is tailoring an existing model to a specific user on device. They can improve the base model and have the competitive advantage by being first to market with ever improved model.

These are great tips thanks!

I would bet that most aren't employed but own their own business(es).

jesus christ that's a monster. What kind of sane person needs that kind of portability paired with those specs.

It's always going to be about time and money. With more GPUs, it'll take less time to train. You're also not locked into a cloud provider like AWS or GCE if you plan to do this long term.

Anyone have a nice tl;dr?

If you have smart storage on, those photos are not saved on the device but in the cloud.

Nice work! Any tradeoffs compared to Robinhood?