Gemma-4-E4B-Sol-Traces-v5
Focused patch-repair continuation. Targets apply_patch routing specifically using 20 diverse real/synthetic patch trajectories. First Sol-Traces model to correctly select apply_patch from a frozen routing evaluation (2/5).
Routing Progression
| Version | Overall | run_command | search_code | apply_patch |
|---|---|---|---|---|
| v1 (5 tools) | 53% | 2/5 | 0/5 | 1/5 |
| v2 (99 tools) | 50% | 0/5 | 0/5 | 0/5 |
| v3 (106 tools) | 50% | 0/5 | 0/5 | 0/5 |
| v4 (repair) | 60% | 5/5 | 1/5 | 0/5 |
| v5 (patches) | 37% | 3/5 | 3/5 | 2/5 🎯 |
Training
| Metric | Value |
|---|---|
| Adapter start | v4 (routing repair) |
| Steps | 100 |
| Training loss | 0.062 |
| Eval loss | 0.684 |
| Runtime | 13 min, $0.85 |
| Data | 141 train (124 v4 + 17 patch repair) |
Download
curl -L -o gemma-4-e4b-sol-traces-v5-Q4_K_M.gguf \
"https://huggingface.co/RedTeamLab/Gemma-4-E4B-Sol-Traces-v5/resolve/main/gemma-4-e4b-sol-traces-v5-Q4_K_M.gguf"