# JAD-S1-7B-A1B v0.3 decision model by DreamBlooms

> JAD-S1 v0.3 is a LLaDA-MoE decision adapter with public weights. Read its option limits, reported JevBench results and abstention weaknesses.

Updated 2026-11-07 (Australia/Adelaide)

## Quick answers

### What is JAD-S1-7B-A1B v0.3 by DreamBlooms?

[JAD-S1-7B-A1B v0.3](<https://decisionmodels.ai/models/jad-s1>): A LoRA decision adapter on LLaDA-MoE-7B-A1B-Instruct.

[JAD-S1-7B-A1B v0.3 facts](<https://decisionmodels.ai/models/jad-s1>)

[Source](<https://huggingface.co/DreamBlooms/JAD-S1-7B-A1B-v0.3>)

### Who makes JAD-S1-7B-A1B v0.3?

[JAD-S1-7B-A1B v0.3](<https://decisionmodels.ai/models/jad-s1>): DreamBlooms

[JAD-S1-7B-A1B v0.3 facts](<https://decisionmodels.ai/models/jad-s1>)

[Source](<https://huggingface.co/DreamBlooms/JAD-S1-7B-A1B-v0.3>)

By DreamBlooms · Hugging Face package release: 2026-11-05 · OPEN

A LoRA decision adapter on LLaDA-MoE-7B-A1B-Instruct. One masked forward pass returns a probability distribution over option letters, with no generated answer. The base weights must be downloaded separately. Use its bundled inference script for the recorded scores; it repairs a rotary-embedding compatibility issue.

## Facts

- Base: LLaDA-MoE-7B-A1B-Instruct; separate base download
- Licence: Apache-2.0 adapter, code and base
- Limits: 2–26 letter-labelled options, six recommended; 4,096 tokens recommended, up to 8,192 supported
- Access: Public LoRA adapter and inference.py

## Claims and sources

- **VENDOR-REPORTED**: The maker reports 195 of 231 public [JevBench](<https://decisionmodels.ai/jevbench>) v1.2.2 tasks correct (84.4%), versus 155 for the base using the same script. Published competitor rows use different serving protocols. On 66 evidence-silent VitaminC cases, it selects “not enough info” for only 16. Calibration fitted on English decision data needs checking on other tasks. [source](<https://huggingface.co/DreamBlooms/JAD-S1-7B-A1B-v0.3>)

## Links

- [Source: Model card and files](<https://huggingface.co/DreamBlooms/JAD-S1-7B-A1B-v0.3>)

## Related projects

No related projects are listed in the registry.