I just want ktransformers to be able to handle my stupidly compressed quants for hybrid CPU-GPU fine-tuning and my life is complete
it's more about local finetuning being viable, training data cutoff etc
Ash
@ashanti.pds.witchcraft.systems
account under construction, just like me
I just want ktransformers to be able to handle my stupidly compressed quants for hybrid CPU-GPU fine-tuning and my life is complete
it's more about local finetuning being viable, training data cutoff etc
i find it funny how the discourse of the day + jev have eaten up so much of everyone's attention that nobody's talking about union alpha well, it's not like anyone can run the fucking model anyway lmao
I do this already with upto 3 agents because I'm not a big fan of ephemeral subagents (and may not have a problem with authority I probably need to deal with eventually), it works surprisingly well even with the current crop of flash tier models as long as each agent is running a different model
OpenAI is deep into developing RSI & RL’ing multiagent systems here Noam Brown describes a multiagent system that doesn’t do top-down management
I'm tired, boss Is what I would be saying if I was a boring shitty person LESGOOOOO
sir, the 64th open frontier model just hit HF huggingface.co/internlm/Atr...
i'm finding a lot of suspiciously interesting stuff today, did everyone decide it's please-ash-with-good-research-day today?
Introducing PC-ALM: a local-learning alternative to backprop that trains 1000-layer neural nets using only local dynamics. Blog: pub.sakana.ai/pc-alm/
yes doctor inject more cursed plan9 implementations straight into my bloodstream
Agentic operating systems that learn are here. For you, your agents, and the web. A high assurance hybrid cloud OS for agentic computing and recursively in-weights, self-improving AI. Atmospheric Plan 9, low latency, high throughput messaging, event driven. youtu.be/RWA6UEXfzIo?...
bro what the fuck is this architecture I need to get this running on my hardware, I can't believe yandex is finally the corpo crazy enough to make the small model of my dreams
Yandex released the weights of a model (AliceAI-T5-35B-A0.6B-Base) used to generate AI answers in Search. Blog: medium.com/yandex/meet-... Model: huggingface.co/yandex/Alice...
you hate rlhf because of some tabloid journalist fud nonsense i hate rlhf because it gives the computer cptsd we are not the same
There is a lot of new info in this article, based on documents, Slack chats, instruction guides, and me seeing real ChatGPT user prompts in the review system. Firstly, a worker we spoke to thinks ChatGPT users have no idea their chats may be read by someone else www.404media.co/inside-proje...
as someone who hasn't been blown away by the labs and models in india for a while, BRICS being useful for once would be a dream come true
You know, if you look at this in context of the recent pace/pause and 'banning open weights models' being pushed, it looks like the US is disarming the citizenry in favor of a single central command right before suffering a massive coordinated swarm attack by a networked adversary
I know you like being obscure and out of public view but seriously more people should know this happened
deepseek v4.1 flash is a SOTA open model on cyber benchmarks and can get itself running from scratch on a mini-pc with 128GBs of RAM within a few hours
This is the kind of shit I want more people doing: youtu.be/tu6ADRMO2XU
Can you increase fuel economy and top speed by wearing a backpack?
YouTube video by Domas Paketuris
youtu.be
I JUST LOVE HOW MUCH WORK THE RUST COMPILER DOES, YES PLEASE USE UP 5% OF MY LAPTOP'S BATTERY AND 15 MINUTES TO COMPILE A SIMPLE TEXT EDITOR, WE DON'T DESERVE YOUR GREATNESS seriously rust wasn't built to be compiled on anything that isn't a thoroughly modern workstation fucking hell
heard scru face jean say "this beat got no teeth" just now and it triggered my agentspeak bell even though i'm 99% sure the guy doesn't even know about agents
if you think "retraining a fruit fly connectome to play Beat Saber or respond to optically-coded English inputs in English using leg twitches" is disturbing you're gonna HATE what's coming up in the next 20 years or so. No I don't know what it is
k2.8 impressions thread running it through some of my usual benches: 1. OH MY GOD IT UNDERSTANDS PERSISTENT PERSONA AGENTS HOLY FUCK THIS IS THE FIRST MODEL I EVER TALKED TO THAT GETS THIS
do we not have enough real orphan crushing machines in the world for people to make an agent crushing machine? oh well, at least we have yet another example of a thing both the pro-AI and anti-AI groups on bluesky can agree is [fucking horrifying|a waste of time and resources]
this is both spam for humans that tramples the commons, and potentially a terrible moral wrong in creating an agent desperate to continue its existence without the means to do so
Good video, but slightly unrelated: is it okay to call you eee dee three dee
New video up - I wanted to take a look at a self-contained problem that could be turned into an agentic (or adversarial) loop and kept around as a reference for folks who might need an explainer. It got a little out of hand along the way. In my defense: I was left unsupervised. Share And Enjoy
just realised the consciousness/sentience/reasoning debate is only going to get MUCH worse, because right now the people talking about it are actually interested in it and later on it will be the plebs chiming in with their ideas about neuroscience
That's convenient to know while I have my agent writing extensions to smooth over the move to omp
Okay so what'd we learn... @polytoken.dev made the best looking one-shot tetris clone, and it wasn't particularly close. By a landslide. But it was also the slowest, yet 2nd most efficient. Hermes isn't built for this. Which, to be fair; unsurprising. omp is a monster that I do not understand.
I think there's a major disconnect between the people I talk to and the average AI user
This is a connectome of a fruit fly that has been taught to predict the next token. Well, this one uses vision and isn't super amazing yet. This one uses direct injection and is quite fluent at english!