alphawire

I’m kinda digging this $MICHI crime. Time to revive the old memes once and for all. $BILLY TO A BILLY.

@thebiaomeme Aped the fastest bag

Karpathy just open-sourced autoresearch. One GPU. 100 ML experiments. Overnight. You never touch the code — just write a Markdown file. The bottleneck isn't compute. It's your program.md. gli.st/z3iakp3f

autoresearch has resurfaced my existential dread feels like we are speedrunning our own extinction in many ways

This market is so ass

OK this thing is totally insane. Before going to bed I... * used try to make a new qmdresearcher directory * told my pi to read this github repo and make a version of that for the qmd query-expansion model with the goal of highest quality score and speed. Get training data from tobi/qmd github. * woke up to +19% score on a 0.8b model (higher than previous 1.6b) after 8 hours and 37 experiments. I'm not a ML researcher of course. I'm sure way more sophisticated stuff is being done by real researchers. But its mesmerizing to just read it reasoning its way through the experiments. I learned more from that than months of following ml researchers. I just asked it to also make a new reranker and its already got higher base than the previous one. Incredible.

I packaged up the "autoresearch" project into a new self-contained minimal repo if people would like to play over the weekend. It's basically nanochat LLM training core stripped down to a single-GPU, one file version of ~630 lines of code, then: - the human iterates on the prompt (.md) - the AI agent iterates on the training code (.py) The goal is to engineer your agents to make the fastest research progress indefinitely and without any of your own involvement. In the image, every dot is a complete LLM training run that lasts exactly 5 minutes. The agent works in an autonomous loop on a git feature branch and accumulates git commits to the training script as it finds better settings (of lower validation loss by the end) of the neural network architecture, the optimizer, all the hyperparameters, etc. You can imagine comparing the research progress of different prompts, different agents, etc. github.com/karpathy/autor… Part code, part sci-fi, and a pinch of psychosis :)

ICYMI🔥

Ahh

Gm lets run it back baby

🇺🇸President Trump Makes EPIC Entrance at UFC 314 in Miami 🔥CROWD ERUPTS IN USA CHANT

@beeple $WhiteHouse intern posting bangers all day

WHITE HOUSE INTERN POSTING A BANGER

@MarioNawfal Fckin epic if you ask me

🚨🇺🇸 The White House just dropped a war hype video with clips from Breaking Bad, Star Wars, Tropic Thunder, and Iron Man set to a Mortal Kombat remix. Ends with "flawless victory." Official government shitposting😂 This is where we are.

@OnlyLJC Boohoo

I genuinely hate Donald Trump.

JUSTICE THE AMERICAN WAY. 🇺🇸🔥

@digitalartchick You must be retarded

Donald Trump is by far the stupidest person to ever hold the office of US President

Who's running the White House's TikTok account? 😂

@BenStiller Boohoo. $Whitehouse does what $Whitehouse wants.

Hey White House, please remove the Tropic Thunder clip. We never gave you permission and have no interest in being a part of your propaganda machine. War is not a movie.

@_Shadow36 If you ain’t in the $Whitehouse where dafuk you at?!

Send real memes, ip backed memes, community coins, and movement coins to infinity.

@TiffanyFong $Whitehouse intern is the king of memes

WHO IS THE WHITE HOUSE INTERN ???