Aster-JEV-27B decision model
Aster-JEV-27B makes choice judgments from text and images. Read its noncommercial weights, public vision score and limited forward timing.
By k2021211255 · Hugging Face weight release: 8 Nov 2026
A full-parameter Qwen3.8-27B vision decision fine-tune with a separate head and a frozen evaluation engine. A forward pass returns probabilities across supplied choices without generating text. The released package includes weights, inference code, manifests and full public vision-suite records.
Quick answers
What is Aster-JEV-27B by k2021211255?
Aster-JEV-27B: A full-parameter Qwen3.8-27B vision decision fine-tune with a separate head and a frozen evaluation engine.
Who makes Aster-JEV-27B?
Aster-JEV-27B: k2021211255
Facts
- Base
- Qwen/Qwen3.8-27B
- Inputs
- Text and images; 2 to 26 choice options
- Limits
- 262,144 input tokens; up to 1,638,400 pixels per image, subject to device memory
- Licence
- Fine-tuned weights CC BY-NC 4.0; original backbone Apache-2.0
- Access
- BF16 backbone, FP32 stored head and single-A800 inference recipe
Claims and sources
- The maker reports public Vision Index 76.7057 with 9,867 of 12,210 requests correct. Pooled across eight parallel processes, each on one A800 80 GB, synchronized forward timing has 361.5 ms median, 507.2 ms mean and 581.9 ms p80, excluding preprocessing and transfers. The official private evaluation and RTX PRO 6000 timing check are pending; this is a self-scored public result. vendor reportedsource
Links
Source: Card, code and weights → Source: Pinned public results → Source: Weight licence →
Related projects
No related projects are listed in the registry.