nejch

5 ms·

1. 1.▲
   by nejch 19d ago

   With setup you mean HW or the SW stack? We used to run GLM-5 class models but have now changed to smaller ones as we're able to serve more concurrent users with our limited hardware (DeepSeek-v4-Flash-0731, Qwen-3.8-27b). We run on the
2. 2.▲
   by nejch 19d ago

   Yes, agreed. I meant in general it's usually new models I'm seeing the biggest issues with. I hope the refactors on model arch/config will help with this so model changes have a smaller blast radius. It's a lot of moving
3. 3.▲
   by nejch 20d ago

   My team runs open models for devs at our company, mostly on H200s, and I'd also say yes, if you want to always stay on the bleeding edge (and not use their model-specific images they publish before it lands in a release), then some amo
4. 4.▲
   by nejch 21d ago

   A part of me wishes the open source community would focus making research and industry-backed initiatives like the vLLM Semantic Router rock solid. Then I'd spend less time every month checking if this or that new model router has diff
5. 5.▲
   by nejch 3mo ago

   Yeah, I think also efforts like Docling and similar are showing that smaller, specialized models with the right tooling might be more effective (and efficient) at this than throwing everything at Opus. They don't seem to release as muc