Cool

they cooked

> For complex tasks, Kimi K2.5 can self-direct an agent swarm with up to 100 sub-agents, executing parallel workflows across up to 1,500 tool calls.

> K2.5 Agent Swarm improves performance on complex tasks through parallel, specialized execution [..] leads to an 80% reduction in end-to-end runtime

Not just RL on tool calling, but RL on agent orchestration, neat!

Those are some impressive benchmark results. I wonder how well it does in real life.

Maybe we can get away with something cheaper than Claude for coding.

Kimi was already one of the best writing models. Excited to try this one out

Huggingface Link: https://huggingface.co/moonshotai/Kimi-K2.5

1T parameters, 32b active parameters.

License: MIT with the following modification:

Our only modification part is that, if the Software (or any derivative works thereof) is used for any of your commercial products or services that have more than 100 million monthly active users, or more than 20 million US dollars (or equivalent in other currencies) in monthly revenue, you shall prominently display "Kimi K2.5" on the user interface of such product or service.

Actually open source, or yet another public model, which is the equivalent of a binary?

URL is down so cannot tell.

I've read several people say that Kimi K2 has a better "emotional intelligence" than other models. I'll be interested to see whether K2.5 continues or even improves on that.

There are so many models, is there any website with list of all of them and comparison of performance on different tasks?

Curious what would be the most minimal reasonable hardware one would need to deploy this locally?