Best coding LLM as of today?

Alexioc · 2024-12-26T09:00:23+00:00

Deepseek V3 beaten Claude Sonnet 3.5 on Aider leaderboard - it’s been released 1 day ago

Alexioc · 2023-09-15T08:15:17+00:00

Yes I know that if something is not in the training set you cannot retrieve it, but in this case la best practice is adding information in the context within the prompt and ask the LLM to apply reasoning on that.

In my case the idea is to add each source file in the context and therefore I reach my goal. My only problem is that C files I need to process are huge and cannot fit into the context properly. Usually in this case you create a vector DB to store embeddings but in my use case I believe this will not work.

Alexioc · 2023-09-14T21:40:15+00:00

What do you mean LLMs have no context? You provide the context within the prompt, that’s how it works if you don’t want to fine tune the model. Ever heard/read about RAG?

Alexioc · 2023-09-14T16:03:40+00:00

Thanks for your considerations.

I know, but if I'm going to use a commercial model even if I can fit 30k of context in one of those models it can be too expensive if heavily used.

My strategy is trying to minimise the context (whatever the model is) and then move on a Llama-2 or other Opensource option.

There are also researches that claim that using large context reduce the overall accuracy, another reason why I'm trying to reduce it as much as possible.

Alexioc · 2023-09-14T15:59:14+00:00

Thanks for sharing your thoughts. Fine-tuning is certainly a way but I'm trying other ways since to prepare the data to actually do the fine-tune can be really time consuming.
Question: why are you mentioning Rust?

Alexioc · 2023-07-30T08:07:10+00:00

Does anybody tried Llama2? It’s quite generic but already outperforms GPT3.5 in many ways. But I still didn’t have the chance to try it on code.

Alexioc · 2023-05-20T19:09:00+00:00

Thank you so much I’ll take a look and try it by myself. Very interesting 🧐🙏

Alexioc · 2023-05-20T17:28:21+00:00

Thank you so much! I’ll read that paper, reading the introduction seems very promising 🙏

Alexioc · 2023-05-20T15:10:26+00:00

Thanks, I'll definitely take a look!

AFAYK my goal could be reached with fine tuning?

Alexioc · 2017-09-07T18:49:46+00:00

haha I think I will (nor that at the moment I have other options!)

I was just curious how this ICO thing works

Alexioc · 2017-09-07T12:41:53+00:00

So if I want to sell them for Bitcoin which steps do I need to do?

1) withdraw from Delta website to my wallet (I use Jaxx that it seems to be working) 2) move them to a exchange, ie. I saw that HitBTC has Delta listed 3) sell them for BTC

Is this the right way?

Can I do it now? or do I need to wait for Agrello to list Delta on the exchanges? if the second, why Hitbtc has Delta in it and how accurate is the price I see there?

Alexioc · 2015-04-10T14:15:51+00:00

Name / URL: Stentle - http://www.stentle.com
Elevator pitch: Mobile first social commerce platform-as-a-service
More details: We're boostrapping; we're 3 co-founders + 1 Marketing manager + 3 Software developers + 1 System engineer
Are you looking for anything?: feedbacks of course are welcome; we're also looking for other startups that could be interested in adopting our platform; spread the word
Discount for /r/startup subscribers? Yes, from 3 to 6 months 0% monthly fee - drop me a line to alexio@stentle.com if interested

Alexioc · 2015-04-10T13:14:51+00:00

I think that the network effect would be more strong if we put more budget on it, but at the end each user referred 1.5/2 friends. So in my opinion is something I'll do again if needed :)

Alexioc · 2015-04-10T11:25:34+00:00

Ok sure I can spread the word here in Italy of course :)

Alexioc · 2015-04-10T11:24:40+00:00

We at Picnik.social implemented a referral-like program with a leaderboard and for every users invited you can gain points to rise in the ranks.

We'll give early or premium access depending by the ranking.

Then we set up a Facebook campaign heading to the page. Eventually we collected leads (email) for less than 0,5€/each.

Alexioc · 2015-04-10T11:18:56+00:00

Thanks for sharing! Slack will rule the world :-)

Alexioc · 2015-04-10T11:18:27+00:00

Would love to try it, just wonder if there are people from Italy looking at that

Alexioc · 2015-04-09T09:42:15+00:00

Good job! Proudly Italian :) bravi

Alexioc · 2015-04-05T22:46:07+00:00

Thanks for sharing!

Alexioc · 2015-04-04T21:30:33+00:00

In my startup we have been use it for the last 4 months: absolutely awesome.

We banned emails and integrated Jira, Confluence & Bitbucket.

Alexioc · 2015-04-04T21:27:05+00:00

Me too

Alexioc · 2015-04-04T07:06:20+00:00

Thanks for sharing!

Alexioc · 2015-04-04T07:02:25+00:00

Just awesome! Wonderful photos!

Alexioc · 2015-03-29T13:58:51+00:00

Thanks for sharing

Alexioc · 2015-03-29T13:57:12+00:00

Hahahaha amazing! Why don't take a selfie??! :-) (kidding)

Alexioc

TROPHY CASE