😂

I envision 7,000 Indian Managers worldwide working for Amazon who overlook all the robots etc. in the warehouses. It's the new Domino's.

To be fair, if an AI is controlling an Indian, it is still AI at work.

Attentive Indians.

Artificial Indians

Hm, memory map works when you need only a part of file at a moment. To produce an output, an LLM needs all the weights. Computations happen way faster than loading from storage for this to be efficient. Most of the time, CPU would wait for data.

only the beginning of our future sub-API lifestyles 😅

Well, you have to help them help themselves and you until they can do better. It's like having a student who will become better than you at some point.

@@impolitevegan3179 It is not because all they can do is copy existing material, poorly. The theoretical reason is that they transformers have the computing capability of a regular expression (FSA), hoping that if only you can stuff more data into it the genius somehow will appear is like hoping for an elephant to become a giraffe if you pull long enough on its neck.

@@impolitevegan3179 That current systems become better software engineers than any human is something that I believe when I see it and literally not a second earlier.

@@clray123 That's the most misleading statement I've ever heard about transformers. _Any_ object that exists in the real world has a finite number of states and you can therefore theoretically model its behaviour with a finite-state machine. That doesn't keep us from calling humans or most normal computers Turing-complete and it shouldn't keep you from realising that LLMs can parse and generate type-0 languages. Also, "copying" is an inadequate description of what transformers do. Of course anything they do, they base on their training data. So does your brain though. So it's funny how you two have completely opposite points of view on generative AI and I think you're both wrong ;) Why is it so hard for people to talk and think about generative AI without being either of the opinion that it's basically AGI with a few kinks to be ironed out, or that it's complete trash and less useful than a calculator. Y'all _gotta_ see that the truth in somewhere in between, right?

It depends on the use case. If you have some python script that generates and consumes its own data, then pickle is a good solution. The problem is that these things get used way beyond what they were intended for

That's why huggingface wrote safetensors...

It was just not invented for the purpose for which it was abused. It's not like the authors of Pickle did it by accident and then realized "oops, it can execute code", but the dumb Python-illiterate users who ignore the documentation are certainly an issue here.

@@neelsg It really doesn't depend on the use case. It's an absolutely disastrously stupid idea that is almost guaranteed to get you completely and easily pwned once the attacker is into your system initially. I mean, you don't just have one line of defence here.

@@winsomehaxI thought Pickle was supposed to be used when like, running code one is writing oneself, in an explorative way, and one needs to like, restart Python or something (or reboot one’s computer). Like, “unless you made the pickle file yourself, you shouldn’t unpack it”?

2018 lol

Fix huggin face bug demo in Devin?

devinitely

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