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System One Qwen3.5 4B scorer

pngwnDecision modelOpen weights

System One Qwen3.5 4B scorer by pngwn 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
pngwn
Parameters
4B
Released
Sep 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Decoder LM with a decision readout
Backbone
Qwen3.5-4B-Base + scalar head (LoRA)
Jev-compatible request
No
Runs on CPU
No
License
Non-commercial
Hugging Face
pngwn/system-one-qwen3.5-4b-scorer

Benchmarks

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FAQ

How much does System One Qwen3.5 4B scorer cost?

System One Qwen3.5 4B scorer has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can System One Qwen3.5 4B scorer answer?

System One Qwen3.5 4B scorer answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is System One Qwen3.5 4B scorer well calibrated?

No calibration measurement for System One Qwen3.5 4B scorer is recorded yet.

Is System One Qwen3.5 4B scorer open weight, and can it run on a CPU?

Yes, System One Qwen3.5 4B scorer has open weights. It needs a GPU to run at useful speed.

Data as of 2026-10-14. Source: Metatext System One registry (metatext.io/system-one). Pricing is per 1M tokens (USD); confirm with the provider before production use.