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AutoTrust releases JEV-35B on Qwen3.5-35B-A3B, with an NVFP4 build that fits 24 GB

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Source · Model card: AutoTrust GEV-26B-Decide

AutoTrust published JEV-35B and JEV-35B-NVFP4 on 11 October 2026 (Apache-2.0). It is a System 1 decision model on Qwen3.5-35B-A3B (about 3B active parameters) that reads up to 256 options in one pass, served with vLLM.

  • AutoTrust’s numbers (UnverifiedClaim): Decision Index 0.3 public suite 59.75 with the kit, all 140,178 requests (NVFP4 59.18, 96.6% identical answers); JEV-27B-VL is 53.64 on the board’s public part. Own rebuild of the vision benchmarks 72.08. Median 241 ms per request on one B200.
  • Memory: bf16 72 GB download / 66.5 GiB; NVFP4 25.6 GB / 23.3 GiB.

Added to the AutoTrust family section of the GEV-26B-Decide page. Scores unchanged: the page is already scored on board evidence.