# Domyn-Edge-Jev-Decision by Mahesh Deshwal

> Domyn-Edge-Jev-Decision reads option probabilities from a 3.93B text model. Check its open weights, serving recipes and pending benchmark submission.

Updated 2026-11-12 (Australia/Adelaide)

## Quick answers

### What is Domyn-Edge-Jev-Decision by Mahesh Deshwal?

[Domyn-Edge-Jev-Decision](<https://decisionmodels.ai/models/domyn-edge-jev>): A 3.93B full fine-tune of Domyn-Edge-SFT for text decisions.

[Domyn-Edge-Jev-Decision facts](<https://decisionmodels.ai/models/domyn-edge-jev>)

[Source](<https://huggingface.co/deshwalmahesh/domyn-edge-jev-decision>)

### Who makes Domyn-Edge-Jev-Decision?

[Domyn-Edge-Jev-Decision](<https://decisionmodels.ai/models/domyn-edge-jev>): Mahesh Deshwal

[Domyn-Edge-Jev-Decision facts](<https://decisionmodels.ai/models/domyn-edge-jev>)

[Source](<https://huggingface.co/deshwalmahesh/domyn-edge-jev-decision>)

By Mahesh Deshwal · Hugging Face weight package release: 2026-11-08 · OPEN

A 3.93B full fine-tune of Domyn-Edge-SFT for text decisions. It reads probabilities over option-letter logits in one forward pass. The card provides Transformers and vLLM recipes; the served vLLM path requests one output token. Its public [JevBench](<https://decisionmodels.ai/jevbench>) submission is awaiting a sealed evaluation.

## Facts

- Base: domyn/Domyn-Edge-SFT; 3,928,787,968 stored parameters
- Inputs: Text state and Choice, Noul or Score questions
- Context: 16,384 tokens used in training, per the card
- Access: FP32 safetensors and custom Transformers code
- Licence: Apache-2.0 declared in the card; no separate package licence file

## Claims and sources

- **VENDOR-REPORTED**: The current card reports public-only composite 78.78 and claims second place in [JevBench](<https://decisionmodels.ai/jevbench>) v1.8.7, with sealed evaluation pending. These are the maker's tables; no official board placement is established here. The bundled eval\_report.json remains a separate 6,355-item report with raw accuracy 0.8017. [source](<https://huggingface.co/deshwalmahesh/domyn-edge-jev-decision>)

## Links

- [Source: Card and weights](<https://huggingface.co/deshwalmahesh/domyn-edge-jev-decision>)
- [Source: Evaluation report](<https://huggingface.co/deshwalmahesh/domyn-edge-jev-decision/blob/main/eval_report.json>)
- [Source: Pending JevBench adapter](<https://github.com/fstandhartinger/jevbench/pull/241>)

## Related projects

No related projects are listed in the registry.