abhishekrai085/ spark-s1:4b-v6

8 5 days ago

spark-s1 is a calibrated decision model for AI agents, built on Qwen3.5-4B. Give it a state and a question with fixed options. It returns a probability for every option from one forward pass: allow, ask or deny a tool call; route a request.

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params
8a37779272dc ยท 50B
{
"num_ctx": 16384,
"num_predict": 1,
"temperature": 0
}