Jev technical blog and early access
The end of Diogo’s launch thread links to the official technical blog and early-access entry point for further reading.
The author tried Jev-ifying Qwen3.5-9B, Qwen3-VL-4B, and LFM2.5-VL-3B with LoRA, noting Qwen3.5-9B's accuracy is nearly on par with Jev, but local inference latency varies with token length, unlike Jev API's stable 300ms.
I've tried Jev-ifying Qwen3.5-9B, Qwen3-VL-4B, and LFM2.5-VL-3B using LoRA 1. In terms of scores, Qwen3.5-9B achieves accuracy that's almost on par with Jev. 2. Compared to the stable 300ms of Jev API, locally there's a huge difference depending on token length (BF16) 3. In image