Very cool. I think models like Jev are not new, but what makes

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Very cool. I think models like Jev are not new, but what makes it different is that it is a general classifier and it is FAST and CHEAP. Any Jev demo that doesn't use the fast/cheap aspect could be done with an existing model we've had for years.

ekzhang1@ekzhang123h ago

Inspired by @typesafeai , here is a Jev-compatible public API to play with It runs a comparable open model (Qwen3.6-35B-A3B), and just uses SGLang radix cache to preserve the prefill reuse / really fast parallel systemone generation - 64 tasks in <1s. https://t.co/bbRh4yAPAB https://t.co/misKQE8n8f

Judged by Jev