Comment by SwellJoe
2 days ago
AgentWorld is a pretty recent MoE release from the Qwen folks with quite a bit better performance than 3.6, released around the same time as 3.7 Plus/Max, I guess. Not sure why it didn't get more attention, as it is definitely better than 3.6 35B A3B on all dimensions, but especially for agentic use. Still nowhere near the dense models (even 3.6 27B), but clearly an upgrade in the small Qwen MoE line.
https://huggingface.co/Qwen/Qwen-AgentWorld-35B-A3B
KAT Coder is another Qwen 3.6 MoE fine-tune that also improves on 3.6 by a measurable amount.
But, I do hope for a bigger MoE, in the 70B to 120B range, something in the Coder Next lineage. I've got a Strix Halo that isn't getting used to its best ability because the best models all run fine on my faster desktop dual 32GB GPU setup, and they run too slow for comfort on the Strix Halo.
HUH? AgentWorld is a simulation of the world (e.g. tools and programs) for use by an agent!
And, yet it outperforms Qwen 3.6 35B A3B on Terminal Bench and SWE, etc. I dunno.
Edit: I guess you're right; apparently it's for simulation. I didn't look into it beyond the benchmarks. But, it does work in an agentic context, regardless. It'll write code, and drive an agent.