Quantum Cryptanalysis on Real Hardware: Pushing Symmetric-Structure Key Recovery Beyond the Published Frontier 3 days ago • 15
Training-Free Reasoning at 88.89% on GPQA Diamond: How Darwin Family Hit Frontier Scores Without a Single Gradient Step May 15 • 18
🏟️ Smol AI WorldCup: A 5-Axis Benchmark That Reveals What Small Language Models Can Really Do Mar 10 • 38
VKAE Accelerated Fastest single-GPU serving of open models via VKAE. Live board: hf.co/spaces/VIDraft/vkae. Each = card + Docker. FINAL-Bench/Qwen3.5-35B-A3B-VKAE Text Generation • Updated 4 days ago • 26 FINAL-Bench/Darwin-36B-Opus-VKAE Text Generation • Updated 4 days ago • 23
DARWIN-Family 비드래프트 FINAL-Bench/Metacognitive Viewer • Updated Feb 27 • 100 • 378 • 95 Running Featured 56 Leaderboard - FINAL Bench 'Metacognitive' 🚀 56 Metacognitive Running 85 ALL Bench Leaderboard 🚀 85 ALL Bench Leaderboard FINAL-Bench/Darwin-4B-Genesis Text Generation • 8B • Updated May 16 • 80 • 54
Metacognition Adapters Per-model metacognition adapters from VIDRAFT Darwin/Chimera platform + AETHER metacognition-emergence technology. FINAL-Bench/metacog-adapter-Darwin-28B-Opus Updated 7 days ago • 37 • 23 FINAL-Bench/metacog-adapter-Darwin-9B-NEG Updated 7 days ago • 37 • 21 FINAL-Bench/metacog-adapter-Qwen-AgentWorld-35B-A3B Updated 7 days ago • 47 • 21 FINAL-Bench/metacog-adapter-Qwen3.5-27B Updated 7 days ago • 43 • 20
VKAE Accelerated Fastest single-GPU serving of open models via VKAE. Live board: hf.co/spaces/VIDraft/vkae. Each = card + Docker. FINAL-Bench/Qwen3.5-35B-A3B-VKAE Text Generation • Updated 4 days ago • 26 FINAL-Bench/Darwin-36B-Opus-VKAE Text Generation • Updated 4 days ago • 23
Metacognition Adapters Per-model metacognition adapters from VIDRAFT Darwin/Chimera platform + AETHER metacognition-emergence technology. FINAL-Bench/metacog-adapter-Darwin-28B-Opus Updated 7 days ago • 37 • 23 FINAL-Bench/metacog-adapter-Darwin-9B-NEG Updated 7 days ago • 37 • 21 FINAL-Bench/metacog-adapter-Qwen-AgentWorld-35B-A3B Updated 7 days ago • 47 • 21 FINAL-Bench/metacog-adapter-Qwen3.5-27B Updated 7 days ago • 43 • 20
DARWIN-Family 비드래프트 FINAL-Bench/Metacognitive Viewer • Updated Feb 27 • 100 • 378 • 95 Running Featured 56 Leaderboard - FINAL Bench 'Metacognitive' 🚀 56 Metacognitive Running 85 ALL Bench Leaderboard 🚀 85 ALL Bench Leaderboard FINAL-Bench/Darwin-4B-Genesis Text Generation • 8B • Updated May 16 • 80 • 54