ZTC Models: JEV ecosystems Collection Answer verification from one forward pass, zero generated tokens. Measured against JEV and 10 others on 2,018 identical items. • 10 items • Updated about 15 hours ago • 44
The Mask Is Not the Model: Auditing Prefix Invariance in Attention, State-Space, and Hybrid Sequence Models Paper • 2608.22876 • Published Aug 24 • 14
VKAE Accelerated Collection Fastest single-GPU serving of open models via VKAE. Live board: hf.co/spaces/VIDraft/vkae. Each = card + Docker. • 2 items • Updated 2 days ago • 34
view article Article The Fast Gemma Challenge: our verified-SOTA recipe, in full FINAL-Bench • Aug 3 • 24