I’m just in the beginning, but my plan is to use it to evaluate policy docs. There is so much context to keep up with, so any way to load more context into the analysis will be helpful. Learning how to add excel information in the analysis will also be a big step forward.

I will have to check out Mistral:) So far Qwen2.5 14B has been the best at providing analysis of my test scenario. But i guess an even higher parameter model will have its advantages.

Thank you! Very useful. I am, again, surprised how a better way of asking questions affects the answers almost as much as using a better model.

I need to look into flash attention! And if i understand you correctly a larger model of llama3.1 would be better prepared to handle a larger context window than a smaller llama3.1 model?

Thanks! I actually picked up the concept of context window, and from there how to create a modelfile, through one of the links provided earlier and it has made a huge difference. In your experience, would a small model like llama3.2 with a bigger context window be able to provide the same output as a big modem L, like qwen2.5:14b, with a more limited window? The bigger window obviously allow more data to be taken into account, but how does the model size compare?

Thank you for your detailed answer:) it’s 20 years and 2 kids since I last tried my hand at reading code, but I’m doing my best to catch up😊 Context window is a concept I picked up from your links which has provided me much help!

The problem I keep running into with that approach is that only the last page is actually summarised and some of the texts are… Longer.

Do you know of any nifty resources on how to create RAGs using ollama/webui? (Or even fine-tuning?). I’ve tried to set it up, but the documents provided doesn’t seem to be analysed properly.

I’m trying to get the LLM into reading/summarising a certain type of (wordy) files, and it seems the query prompt is limited to about 6k characters.

I never said anyone did, i was just reminded about a joke describing how some actions overshadows other activities when retold among peers.

Which reminds me of that old joke: “but you fuck one coach…”

Edit: just spotted my typo… I’ll leave it in😊

Well, that’s been the basis for some other products. AMD and Intel comes to mind😊 They both have IP the other need and historically Intel has been the dominant one, but now the tables have turned somewhat.

Exactly. His followers expect there to have been an audience and those fictional people should have been crazy about it…

And to make it worse, they are none too concerned with facts to begin with.

Well… Its built on statistics and statistical inference will return to the mean eventually. If all it ever gets to train on is closer and closer to the mean, there will be nothing left to work with. It will all be the average…

Sure! And with internet the people we are with can be on different continents, all of us forming our bubbles of reality based on the information we are presented. Same as it ever was. The only difference is that before you shared your experience with the people you saw in the room, with internet you share it with the people you see on the screen. But since two people i the same room doesnt share the same experiences anymore, it becomes much easier to spot the differences in eachothers realities.

It’s not the social media, it’s human nature. It has always been this way, only social media/internet did it on an individual where it was previously more a group thing. Like TV before cable. Like radio before TV. Like newspapers before radio and like religion since its inception. As far as “creating bespoke realities” this is just the latest step on a journey started with storytelling…

An LLM once explained to me that it didn’t know, it simulated an answer. I found that descriptive.

So, basically, there is a difference on one side or the other on a line of a map somewhere? There is a Russia and not-Russia. So even Kreml doesn’t think Chrimea is part of Russia…

I know what you mean. The oldest building i pass every day is from dates from 1250, but compared to the parts of Europe rich in architecture that’s not really very old…

Religious Easter Egg? What? Who?

The Bible isn’t my literature, but I thought I had the basics, at least…

One wonders, with such a slim majority, where the speaker and a few others would swing the majority, if they’ve realised they could negotiate bi-partisan agreements which would push conservative policies at the cost of some democratic ones. It would crush the magas, while still pushing conservative agendas and get som form of government working again.

“Leftist”, “centrist” and “conservative”? This is not a the open discussion it is made out to be.

Having said that, those “traditional” values mentioned could easily be replaced with conservative values, especially when compared to the very individual, almost liberal, value of freedom to express oneself it is hard to see anything being “leftist” in the premiss of the discussion. Unless you are so far off the scale to the right that everything looks left…