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Tev1-0.8B-experimental

TogetherDecision modelOpen weights

Tev1-0.8B-experimental by Together is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 12.0 on the Jev Decision Index (rank 135).

Pricing

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

Specifications

Provider
Together
Parameters
873M
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/Qwen3.5-0.8B-Base
Jev-compatible request
No
Runs on CPU
Yes
License
—
Hugging Face
togethercomputer/Tev1-0.8B-experimental

Benchmarks

Jev Decision IndexECE 0.126
12.0

Jev Decision Index: public 13.1, ECE 0.126, Brier 0.607. Lower ECE means its probabilities can be taken at face value.

Speed & latency

Median latency per call (Decision Index)
29 ms

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FAQ

How much does Tev1-0.8B-experimental cost?

Tev1-0.8B-experimental has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can Tev1-0.8B-experimental answer?

Tev1-0.8B-experimental answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is Tev1-0.8B-experimental well calibrated?

On the Jev Decision Index its expected calibration error (ECE) is 0.126; below about 0.05, a stated 80% confidence is right roughly 80% of the time.

Is Tev1-0.8B-experimental open weight, and can it run on a CPU?

Yes, Tev1-0.8B-experimental has open weights. It is small enough to run on a CPU.

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