Qwen3-VL-4B is incredibly easy to fine-tune! We've trained the first DSE model based on this model, and it's already performing at the same level as Jina v4!
While Jina Embeddings v4 is built on Qwen2.5-VL-3B (which has a non-commercial license), our model is based on Qwen3-VL-4B and released under Apache 2.0āmaking it fully commercially permissive.
Reproducing research code shouldn't take longer than reading the paper. For papers that include code, setting up the right environment often means hours of dependency hell and configuration debugging.
At Remyx AI, we built an agent that automatically creates and tests Docker images for research papers, then shares them publicly so anyone can reproduce results with a single command.
We just submitted PR #908 to integrate this directly into arXiv Labs.
As promised, and after the request of many, we have managed to fit in the first live session about Ark that we will be giving on the 28th of July.
pip install ark-robotics
For those who are already in the messaging channel, all is done, no need to do anything :-D For those interested in registering, please write to me at ark.robotics.uk@gmail.com - then I can add you and send you the invite.
We chose the timing to be 5 pm UK after consulting many of the interested people. Hope it works well for you too?