wuschel

Very nice implemenation re usability. I have seen this before, somewhere, years ago - perhaps even on HN.

Such a solution applies for text only instances. How would you solve it when graphs come into play? Display a graph next to it and pause the text?

Side question to you, considering your occupation:

Could you please list a set of core papers (or other resources) that give a beginner an overview or even understand of the fundamental concepts and techniques with LLMs?

Thank you!

Depends. Oral examninations will be more important as a test of skill now.

During my university time, all main exams were oral examinations: One professor, one protocol keeper, and the student. Duration: 1-2 hours.

I looked into hackable printers 10+ years ago when building a demonstrator prototype of a bioproduced ink dye. The key challenge challenges is that they are an integrated system between mechanical, electronical, and chemical (ink formulation, surface chemistry) domains.

I would believe most relevant patents are now expired and that we should be able to build a printer that at least gives sufficient quality prints. Given sufficient motivation and time investment, that is.

Hmm. I am not so sure about that statement. There are many models at play in the market, not one model. What mechanistic patterns are driving those models that are falsified by this paper and lead to the outcome of increasingly extractive/stagnating economies?

My understanding is that in addition to your comment and the development of a method to separate the training data for distributed learning, the latency/bandwidth of systems connected on the internet is a challenge, too. Information has to be sent around before and after any hypothetical number crunching.

Thank you for your comment. I enjoyed it a lot. Good food for thought.

Your analogon is a bit leaky abstraction in the sense that it misses out on the broad stastical nature of LLMs. However, I find it is a good way to illustrate the potential industrial transformation.

It is hard to say what the future will bring. The original AsK HN post is definitly an omen for things to come.

Seconded. I applaud BI for doing such a clean open source release. So many things to learn from!

I wish other game studios would release their software so many years after release.

That is incredible, but I must ask: Beside really getting to know Rust's trait and type system, and besides experimental / educational tinkering, could this have any practical use case?

For those not in SF, could you please clarify what you mean by "labs"?

I would like to know whether someone was able to use lower tier models for activities other than coding e.g. a limited version of a personal note manager - and what the hardware requirements in RAM for these models were.

"He was 38. Shortly before his death, he had mailed a manuscript describing a new three-electrode semiconductor device to Physical Review. The paper was lost in the wartime Atlantic. Five years later, Shockley, ..."

I wish the article had a reference for that claim.

I remember from my childhood that my father told me that in the old soviet system, publications from were invented and dated back in order to demonstrate the superiority of their science. Both sides might have done it.

Now, a story from my father is not strong data point. But falsification of scientific theories, statistics and publications was a thing in the Soviet Union [1,2].

Then again, the guy might have really done it.

[1] https://communistcrimes.org/en/falsification-memory-history-... [2] https://history.stackexchange.com/questions/33071/how-often-...

Thermals are one among many really big challenges that require costly solutions.

Could you perhaps cite the core papers for LLMs beyond „Attention is all you need“?

Would you know anything about stable forks for rsync that are not affected by performance quality degradations?

Thank you for that. Refreshing! :)

Yes, it is injectable, which is a unique property a material that exhibits some properties of steel.

The downside is that it is brittle.

Yes, of course people would be shocked.

The problem is just the data, the model, and the biomechanics solutions (…)

For now, I will put my trust in my human dentist.

I guess other languages that follow a stricter/larger compile time regimen e.g. Haskell, OCaml, Idris, ATS, F* would be suitable as well for this kind of approach. Like Go, OCaml seems to offer low compilation times.

Unfortunately you can't record meetings in many jurisdictions, including court sessions. Hence we have to rely - for worse, or perhaps even for better - on human driven note taking.

It is a small model, so what utility can I / Google expect from it? What is the on-board model used for?

That is quite incredible if that is true. Need to read a bit into that. Can you point towards relevant literature/examples? Also: please see my questions in the comment to your other reply

What is the state of the art of compilers here? What size of project are we speaking here?

What is the experience faulty decompilation, and the existence of bugs in the binary?

Could one decompile a binary to a more modern language than C?

Why a retrain? What are you using the model for?

This is not true for some cases e.g. there are stark differences in the correctness of answers in certain type of case work.

How is the quality of model answers to your queries? Are they stable over time?

I am wondering how to measure that anyway.

but the quality of output will not be usable

Making the the right pick for model is one of the key problems as a local user. Do you have any references where one can see a mapping of problem query to model response quality?

Great project! Thank you for that!

Depends what type of models you look at. There were many German designs that were much less prone to technical breakdowns due to pragmatic and mission focused design choices e.g. many of the Jagdpanzer ("tank destroyer") class like StuG II and Herzer were produced en masse and was very successful. Also, the Jagdpanther was a strong design.

What near SOTA open models are you referring to?