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.