metadata
tags:
- qwen3_5
- rys
- relayer
- safetensors
base_model: Jackrong/Qwopus3.6-27B-v2
Qwopus3.6-27B-v2-RYS-Math
This is a RYS/relayer export of Jackrong/Qwopus3.6-27B-v2.
The checkpoint physically duplicates selected decoder layers in the Hugging Face safetensors weights. It does not require the RYS runtime wrapper.
Variant
- Target repo:
hampsonw/Qwopus3.6-27B-v2-RYS-Math - Objective: Math-focused
- Repeated block:
15,18(--blocks "15,18") - Repeated source layers: 15–17 inclusive, zero-indexed
- Source text layers: 64
- Target text layers: 67
- Extra repeated layers: 3
Probe result
From the BF16 Transformers scan over math_16 + eq_16:
| Metric | Score | Delta vs baseline |
|---|---|---|
| Math | 0.835786 | +0.122531 |
| EQ | 0.735666 | +0.004167 |
Rank note: Math rank 1; balanced rank 3.
Baseline scores from the scan:
- Math:
0.713255 - EQ:
0.731500
Provenance
- Source model:
Jackrong/Qwopus3.6-27B-v2 - Export method: RYS physical layer duplication
- Export manifest:
rys_export_manifest.json - Probe result bundle:
qwopus36-bf16-results_20260523T213305Z.tar.zst
Notes
This model has not yet been validated on the larger math_120 + eq_140 probe set. Treat these as probe-selected candidates pending larger validation.