Viewing profile — kolinko

Hah I built a similar thing, stored a few million tokens chunked and precomputed winth Qwen a3e (best ratio of kv-size to tokens after chunking). Some custom kernels and I was able…

Of course, and correct verification assumptions were always a challenge, and they are a possible failure point - but 95%(?) of labour was then proving the code, and now that part c…

What does that cli source code have to do withh this?

Are you speaking from experience? My experience is the opposite - for many cases it’s not very obvious how good a model needs to be to solve it. Worse models tend to just follow th…

it may depend on where you live and who you hang around with

Your fundamental math is wrong

Same here

Why would it be random? Perhaps we’re talking about two different things? I’m talking about asking an agent at the end of the session how well the session went - what tools it foun…

I have a similar system and it does wonders. One of the questions is also to ask for just freestyle opinion of the task and the replies are hilarious at times. “I existed for one w…

Are you talking from experience or from theory? I have a reflections mechanism, which launches right after the session ends (when it’s still in cache, so it’s almost free) and it c…

Good one! Also, a simple thing - when your service gets miscalled (wrong params either via cli or http) instantly show help/explaination of the proper param uses. Can save a few tu…

It’s also ironic that the slop article complaining about the lack of originality has very little intellectual originality itself.

What you’re saying here makes no sense.

Manifold vs space - yes, I meant manifold, english is not my first language and I missed this word. The argument stands.

That is not true - a model trained in the internet can both build verifiers to remove false/poor quality data from the next training, and build synthetic datasets that will supplem…

There isn’t a big difference between interpolation and extrapolation when the space has an immense amount of dimensions, and when you are free to modify the space at will.

Why? Just get AI to grafe them and give you the outliers to judge

This is a recurring sentiment but flawed, I think. First of all, neural nets do nit return averages per se. They construct space between the points and extrapolate outside of the p…

1M context - at least with most of the projects I ever worked with, 1M, or even 100k would be enough to explain in broad strokes the class/project/deployment structure, and a windo…

I can show them a finger. And seriously - what about people without hands? What about scammers pretending to be Google gaining access to my camera? What about blind people? What ab…

From my benchmarks, sadly, it doesn't seem to be the case much. Surprisingly. I found Sonnet comparable in speed to Opus (sic), but perhaps I was testing it wrong?

The whole third part of the posted document is about relative urls.

It’s not that difficult, it’s just a system prompt and a set of basic file edit/bash/etc tools. Me, personally, I didn’t build it from scratch but I ported original CC from publish…

It is most probably metabolism/genetics dependent. For me, I didn't have much withdrawals (aside from a first week), but even a month later I was insanely sluggish and it was diffi…

The point of modern mefivine is that we have drugs that have benefits that outweigh risks and downsides.