Skip to content
Metatext Decide — typed decisions for your agents, with a probability on every answerGet early access
Metatext
Sign Up

instinct-tuned-4b

srponeDecision modelOpen weights

instinct-tuned-4b by srpone is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text.

Pricing

No hosted price is listed. The weights are open: the cost is your own compute.

Specifications

Provider
srpone
Parameters
5B
Released
Sep 2026
Open weights
Yes
Question types
—
Mechanism
Decoder LM with a decision readout
Backbone
Qwen/Qwen3.5-4B
Jev-compatible request
No
Runs on CPU
No
License
apache-2.0
Hugging Face
srpone/instinct-tuned-4b

Compare instinct-tuned-4b with…

instinct-tuned-4b vs amos-1-large—/1M ininstinct-tuned-4b vs amos-1-medium—/1M ininstinct-tuned-4b vs Celeris-1 Decision$0.04/1M ininstinct-tuned-4b vs ScaleDown Classify-1$0.04/1M ininstinct-tuned-4b vs Cloudflare clef—/1M ininstinct-tuned-4b vs Cloudflare clef-flash—/1M in

FAQ

How much does instinct-tuned-4b cost?

instinct-tuned-4b has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can instinct-tuned-4b answer?

instinct-tuned-4b answers typed questions about a piece of text, returning a probability for each allowed answer.

Is instinct-tuned-4b well calibrated?

No calibration measurement for instinct-tuned-4b is recorded yet.

Is instinct-tuned-4b open weight, and can it run on a CPU?

Yes, instinct-tuned-4b has open weights. It needs a GPU to run at useful speed.

Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.