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sharplee  updated a model 10 days ago
srpone/instinct-tuned-4b
pierrexsq  published an article 10 days ago
Introducing ZooWork Instinct Tuned 4B — an open decision model
pierrexsq  new activity 10 days ago
srpone/instinct-tuned-4b:Open release: ZooWork Instinct Tuned 4B
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sharplee 
updated a model 10 days ago
pierrexsq 
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⚡ Introducing ZooWork Instinct Tuned 4B — an open decision model

Instead of generating text, Instinct scores candidate logits in one forward pass and returns temperature-scaled probabilities for choice, noul, and ordinal score questions.

🎯 4B parameters based on Qwen3.5-4B
📊 198/231 (85.71%) on the published JevBench tasks
⚡ Decode-free, single-order decision inference
📜 Apache-2.0 open weights

🤗 Model and weights:
srpone/instinct-tuned-4b

💻 Open-source runtime:
https://github.com/SerendipityOneInc/instinct

🌐 Hosted API:
https://instinct.zoowork.ai/

The published JevBench tasks were used during development, so the result is a transparent public-set reference—not a held-out claim.

Feedback on domain transfer, calibration, and option-order sensitivity is very welcome. 🚀
pierrexsq 
published an article 10 days ago
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Introducing ZooWork Instinct Tuned 4B — an open decision model

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pierrexsq 
in srpone/instinct-tuned-4b 10 days ago

Open release: ZooWork Instinct Tuned 4B
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