Qwen3.5-4B-typed-decisions
Qwen3.5-4B-typed-decisions by wozniakos10 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
- wozniakos10
- Parameters
- 4B
- Released
- Oct 2026
- Open weights
- Yes
- Question types
- Choice (one of N options), Score (ordered rubric), Yes / no
- Mechanism
- Decoder LM with a decision readout
- Backbone
- unsloth/Qwen3.5-4B
- Jev-compatible request
- Yes
- Runs on CPU
- No
- License
- apache-2.0
- Hugging Face
- wozniakos10/Qwen3.5-4B-typed-decisions
Self-reported by the publisher
The model's own claims, often on its own sets or a self-run copy of a public suite. Not independently verified and never ranked alongside measured results.
- Typed Decisions (agreement with teacher)Self-reportedTyped Decisions test accuracy vs soft gold (fitted/fine-tuned on train; 400 cases / 2,000 decisions) · ECE 0.139
- 0.772
- Typed DecisionsSelf-reported
- 0.772
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FAQ
How much does Qwen3.5-4B-typed-decisions cost?
Qwen3.5-4B-typed-decisions has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can Qwen3.5-4B-typed-decisions answer?
Qwen3.5-4B-typed-decisions answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is Qwen3.5-4B-typed-decisions well calibrated?
No calibration measurement for Qwen3.5-4B-typed-decisions is recorded yet.
Is Qwen3.5-4B-typed-decisions open weight, and can it run on a CPU?
Yes, Qwen3.5-4B-typed-decisions 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.