come by if you're in SF!

im not sure if i should be proud of this one

my scrappyness knows no bounds

sometimes i forget that i made my initial calculation assuming the cows are spherical and get surprised in prod when the cows stop being nice to work with

NVIDIA Tensor Core Evolution From Volta To Blackwell Amdahl’s Law, Strong Scaling Asynchronous Execution Blackwell, Hopper, Ampere, Turing, Volta semianalysis.com/2025/06/23/nvi…

with synthetic-2 we scaled heterogeneity across not 1, not 2, but 3 axes in a single shot. we run on a variety of models, tasks and hardware, all while allowing completely permissionless compute contributions. on the surface it might just seem like a dataset release, but so much

havent slept in days 😿 can we hire some filipinos next time?

🔪💰💰

Our 16yo intern Raphael contributing our DGX A100s to the SYNTHETIC-2 run, with support from Jackmin - just in time to help finish the run.

I’ll be at the Democratize Intelligence Summit today to speak about why reinforcement learning is ideally suited for a decentralized training setup + share a bit about our work at Prime Intellect Come say hi!

Releasing SYNTHETIC-2: our open dataset of 4m verified reasoning traces spanning a comprehensive set of complex RL tasks and verifiers. Created by hundreds of compute contributors across the globe via our pipeline parallel decentralized inference stack. primeintellect.ai/blog/synthetic…

Toploc Poster session tomorrow (Wed) at 4:30 PM East Hall E-1106 I’ll be around through Saturday; if you’re into decentralized training & inference, lets chat!

cya at 4:30pm East Exhibition Hall E-1106

taiwan taoyuan is the safest airport on earth

Today, we’re officially releasing the weights for AFM-4.5B and AFM-4.5B-Base on HuggingFace. This is a major milestone for Arcee.ai. AFM is designed to be flexible and high-performing across a wide range of deployment environments.

v0.1.2 is live!! been a long time coming, we've cleared out the full backlog of needed fixes/upgrades, and now are looking ahead to more exciting new features. overall, it's gotten a lot more fun and reliable to use :) install it now with: `uv add verifiers`