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system-one-open (Gemma 4 E2B LoRA)

mithalouniDecision modelOpen weights

system-one-open (Gemma 4 E2B LoRA) by mithalouni 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
mithalouni
Parameters
—
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
google/gemma-4-E2B
Jev-compatible request
Yes
Runs on CPU
—
License
unknown

Benchmarks

Compare system-one-open (Gemma 4 E2B LoRA) with…

FAQ

How much does system-one-open (Gemma 4 E2B LoRA) cost?

system-one-open (Gemma 4 E2B LoRA) has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can system-one-open (Gemma 4 E2B LoRA) answer?

system-one-open (Gemma 4 E2B LoRA) answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is system-one-open (Gemma 4 E2B LoRA) well calibrated?

No calibration measurement for system-one-open (Gemma 4 E2B LoRA) is recorded yet.

Is system-one-open (Gemma 4 E2B LoRA) open weight, and can it run on a CPU?

Yes, system-one-open (Gemma 4 E2B LoRA) has open weights.

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