File size: 1,349 Bytes
ce46cd5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 | ---
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`](https://huggingface.co/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.
|