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
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Download CHANGELOG.md from bambamdevs/openjev-e4b: direct link, hf CLI and curl.
- Browser
- Download file 760 Bytes
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https://huggingface.co/bambamdevs/openjev-e4b/resolve/main/CHANGELOG.md
- Command line
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hf download hf://bambamdevs/openjev-e4b/CHANGELOG.md
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curl -L -o CHANGELOG.md https://huggingface.co/bambamdevs/openjev-e4b/resolve/main/CHANGELOG.md
760 Bytes
Changelog
OpenJEV E4B 1.0 (2026-09-27)
- Packages the Experiment 1 public checkpoint with the cumulative backbone delta, LoRA adapter, decision head, calibration, loader, and release hashes.
- Documents the frozen GPQA, GSM8K, and Chess legal choice panel, cyclic option rotation, and options-only control.
- Includes complete untouched-Gemma choice-panel results and the row-construction audit. Gemma and OpenJEV 1.0 have complete choice-panel results, options-only controls, and paired statistics.
- Reports five standard public tasks under their native-order protocol.
- Adds an optional, experimental image and audio path (
multimodal=True). The text path is unchanged. Seedocs/MULTIMODAL_EXPERIMENTAL.mdfor the smoke test and limits.