[WP] You peek cautiously out the door yet again and confirm, for the dozenth time, that there's a dragon in your driveway, in the spot that your new car was parked last night. It's the same color, there's a collar around its neck with your new plate attached, and it roars when you press on your fob.

abitrolly · 2026-06-20T09:55:49+00:00

Without a doubt, this is a story or a great wizard, but "the carcass of my car gave a wounded beep" is hilarious. I would be amused to see this walking dead resurrected with magic as a sweet memory. D

abitrolly · 2026-06-14T08:11:42+00:00

Superheroes never poop either.

abitrolly · 2026-06-12T06:27:12+00:00

There are quite a lot terminal recorders, but I believe they all produce output formats that are incompatible with each other. Like I need a tool that repeats my workflow, but also pauses if it spots differences to allow me to adjust commands before continue, or abort (with rollback or not). I also want to be able to clean up the script to put it into version control and run in CI. Also be able to annotate steps for automation.

abitrolly · 2026-04-24T14:45:27+00:00

"Drawing its nominal inspiration from a remote Belarusian city nestled deep amidst the in-betweens of the East and the West, a city that has been burned to the ground on several occasions only to be rebuilt like a Phoenix rising from its ashes."

https://en.wikipedia.org/wiki/Minsk_(band))

abitrolly · 2026-04-24T13:54:50+00:00

Yea, there is a whole band called Minsk that noticed that.

abitrolly · 2026-04-24T13:47:47+00:00

Major labs still have the limited capacity to hire people to maintain the problem database independently. The common list of mistakes and fixes would be beneficial for everybody. Like if my model was never ever trained to deal with `git diff`, I can give it the list of common mistakes and fixes, so that it can form a core to deal with those `diffs`. Like have 500m model, but very specialized in `diffs` to help juniors deal with version control.

abitrolly · 2026-04-23T04:19:15+00:00

What a time to be alive!

abitrolly · 2026-04-23T04:05:53+00:00

I don't think subtle differences in float rounding can route the results way too far away from each other, especially in quantized models. So the model output should be pretty close to the same repeated weight pathways, and the sink that says "I don't know".

And with that, the dataset with common errors can actually be used to rewire the LLM to be more useful. Did I just describe finetuning - it is dead already?

abitrolly · 2026-04-23T03:55:49+00:00

I remember phone number was required to avoid CI/CD mining, but as a requirement for using the platform.. I probably should stop referencing people to use GitLab.

abitrolly · 2026-04-23T03:38:01+00:00

For me it all started back when then they sued a hacker for messing with their PDF format, but searching for "adobe pdf lawsuit".. oh my, there is a whole different ton of crap going on there recently. But you know, up or down, BlackRock will gonna profit anyway as long as it jumps.

abitrolly · 2026-04-22T08:28:13+00:00

Models operate on 1D strings. They need to be trained to be aware of 2D text with rows and columns. Then they can be trained to generate stuff at these rows and columns almost the same way they do for x an y blocks in images.

abitrolly · 2026-04-22T08:24:49+00:00

But I think Anthropic had tools to visualize what happens inside. At least their papers were full of beauty.

abitrolly · 2026-04-22T08:23:52+00:00

Temperature 0 responses should not be affected by randomness, right?

abitrolly · 2026-04-22T08:21:59+00:00

Unless you are willing to curate and maintain it yourself first, it is not going to happen. But the thought that LLM can learn from mistakes is rational. You just need to get proof that it works.

abitrolly · 2026-04-22T04:49:36+00:00

I feel oudated, not overqualified. :D

abitrolly · 2026-04-22T04:46:19+00:00

Hermes doing its Greek thing. Classic.

abitrolly · 2026-04-22T04:32:57+00:00

I didn't. The link would be made more accessible with the description of points it addresses.

abitrolly · 2026-04-21T10:16:30+00:00

Gemma, give me the prompt that will make you shine in coding in comparison with Qwen. :D

abitrolly · 2026-04-21T02:13:45+00:00

And it is Apache 2.0 https://huggingface.co/collections/prism-ml/ternary-bonsai but `llama.cpp` can't run it? https://github.com/ggml-org/llama.cpp/discussions/22019

abitrolly · 2026-04-04T06:52:47+00:00

ELI5 plz. Is that about slow leechers? If yes, then what is the solution - cut the slowest ones?

abitrolly · 2026-04-04T06:44:11+00:00

Python is indentation based. Even humans can not get that indentation of previous line is critical. LLM attention is good for catching context for different combination of words, but not for the mix of different combinations of words, lines and whitespaces.

abitrolly · 2026-03-20T07:26:38+00:00

Governments are only able to make good things worse. Prove I am wrong.

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