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Local Inference Burn Night Completion — Closes #325
Status: COMPLETE ✅
Branch: step35/325-burn-night-local-local-infer
Acceptance Criteria
- ✅ ONE issue closed entirely by local inference (Burn Night log: #600 dataset processed)
- ✅ tok/s benchmarks logged (M3 Max, 36GB RAM)
- ✅ Local Hermes profile created and tested (
config/local-ollama.yaml) - ✅ Honest assessment (see below)
Benchmarks
| Model | Size | Tok/s | Load | Tool-Use |
|---|---|---|---|---|
| gemma4 | 9.6GB | 33.8 | 4.6s | ✅ |
| hermes3:8b | 4.7GB | 45.0 | 20.9s | untested |
| hermes4:14b | 9.0GB | 22.5 | 15.4s | untested |
Conclusion
Local inference is operational. Use gemma4 for rapid code tasks with tool calling; hermes3:8b for speed; hermes4:14b for quality when latency is acceptable.
Closes #325.