LingeeJevMulti-4B-v1 decision model
LingeeJevMulti-4B-v1 returns typed option probabilities for text and images. Read its Apache licence, release files and per-image pixel limit.
By Ashan0525 · Weights upload: 8 Nov 2026
A Qwen3.5-4B derivative that reads text or images and returns probabilities for Choice, Noul and Score questions without generating an explanation. The release includes full model weights, a separate decision readout and a System One server.
Quick answers
What is LingeeJevMulti-4B-v1 by Ashan0525?
LingeeJevMulti-4B-v1: A Qwen3.5-4B derivative that reads text or images and returns probabilities for Choice, Noul and Score questions without generating an explanation.
Who makes LingeeJevMulti-4B-v1?
Are LingeeJevMulti-4B-v1's weights open?
LingeeJevMulti-4B-v1: Public weights, Python runtime and POST /v1/systemone Licence: Apache-2.0
Facts
- Size
- 4.54B, including a 0.33B vision encoder
- Inputs
- Text or structured state and images
- Image limit
- 1,638,400 pixels per image
- Licence
- Apache-2.0
- Access
- Public weights, Python runtime and POST /v1/systemone
Claims and sources
Links
Source: Card and release files → Source: Licence →
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