Zero-Shot Classification
Safetensors
PEFT
English
openjev
classification
decision-model
listwise
gemma4
research
Instructions to use bambamdevs/openjev-e4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use bambamdevs/openjev-e4b with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
File size: 675 Bytes
03223d7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | cff-version: 1.2.0
message: "If you use this model or methodology, please cite this release."
title: "OpenJEV E4B"
type: software
version: "1.0"
date-released: 2026-09-27
authors:
- name: "OpenJEV contributors"
license: Apache-2.0
abstract: >-
OpenJEV E4B 1.0 is a direct-decision model built on Gemma 4 E4B.
The Experiment 1 report documents the method, choice-panel evaluation,
results with confidence intervals, and reproduction protocol.
preferred-citation:
type: report
title: "OpenJEV E4B: Training a direct-decision readout on Gemma 4 E4B. Experiment 1 method, evaluation, and results"
authors:
- name: "OpenJEV contributors"
year: 2026
month: 9
|