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Qwen-2.5-1B-RLCD

harshathegDecision modelOpen weights

Qwen-2.5-1B-RLCD by harshatheg is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 3.9 on the Jev Decision Index (rank 153).

Pricing

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

Specifications

Provider
harshatheg
Parameters
2B
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
Qwen/Qwen2.5-1.5B
Jev-compatible request
No
Runs on CPU
No
License
apache-2.0
Hugging Face
harshatheg/Qwen-2.5-1B-RLCD

Benchmarks

Jev Decision IndexECE 0.205
3.9

Jev Decision Index: public 4.0, ECE 0.205, Brier 0.793. Lower ECE means its probabilities can be taken at face value.

Speed & latency

Median latency per call (Decision Index)
44 ms

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FAQ

How much does Qwen-2.5-1B-RLCD cost?

Qwen-2.5-1B-RLCD has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can Qwen-2.5-1B-RLCD answer?

Qwen-2.5-1B-RLCD answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is Qwen-2.5-1B-RLCD well calibrated?

On the Jev Decision Index its expected calibration error (ECE) is 0.205; below about 0.05, a stated 80% confidence is right roughly 80% of the time.

Is Qwen-2.5-1B-RLCD open weight, and can it run on a CPU?

Yes, Qwen-2.5-1B-RLCD 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 (Jev Decision Index, Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.