DeepSeek-V4.1-Flash-1017 on a single AMD MI325X
4 pi agents at 100 tok/s
Native MTP + mixed quantization at near-lossless accuracy
github.com/lxe/dsx/blob/m…
Another important thing about communication primitives/protocols is to manually verify their quality and performance especially if using different flavors of harnesses. Each harness and model it binds prefers and excels at its own method of communication, so don’t assume that a
🐝 How to Train a Swarm
In our first blog post, we explain how latency pressure can incentivise parallel work, the communication primitives agents need to co-ordinate, and outstanding challenges in training large agent collectives.
gr.inc/blog/how-to-tr…
It’s 2012. Sublime Text, Monokai, a netbook at a cafe/brewpub. You know Rails, but everyone’s talking about Node.js. You try Express. Pretty cool. Ember.js still a familiar friend. A few Stack Overflow tabs later, it’s live on Heroku’s free tier. It’s noon. Time for an IPA.
