Darwin-27B-ZTC-v2 Tops S1MB Decision Engine Benchmark Without Generating Tokens

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The Darwin-27B-ZTC-v2 model ranked first among 102 models on the System One Mosaic Benchmark (S1MB) for decision engines. It achieved this using a Zero-Token Confidence (ZTC) method, which makes a decision through a single forward pass without generating any output tokens. This approach contrasts with standard methods that run full generation loops, making it faster and deterministic. The model's code and weights have been released as open-source under the Apache-2.0 license.

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