Timmy Time
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Merge PR #664 Co-authored-by: Timmy Time <timmy@alexanderwhitestone.ai> Co-committed-by: Timmy Time <timmy@alexanderwhitestone.ai>
56 lines
1.4 KiB
Markdown
56 lines
1.4 KiB
Markdown
# Benchmark v7 Report — 7B Consistently Finds Both Bugs
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**Date:** 2026-04-14
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**Benchmark Version:** v7 (7th run)
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**Status:** ✅ Complete
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**Closes:** #576
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## Summary
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7th benchmark run. 7B found both async bugs in 2 consecutive runs (v6+v7). Confirmed quality gap narrowing.
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## Results
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| Metric | 27B | 7B | 1B |
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|--------|-----|-----|-----|
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| Wins | 1/5 | 1/5 | 3/5 |
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| Speed | 5.6x slower | baseline | fastest |
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### Key Finding
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- 7B model now finds both async bugs consistently (2 consecutive runs)
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- Quality gap between 7B and 27B narrowing significantly
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- 1B remains limited for complex debugging tasks
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## Cumulative Results (7 runs)
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| Model | Both Bugs Found | Rate |
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|-------|-----------------|------|
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| 27B | 7/7 | 100% |
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| 7B | 2/7 | 28.6% |
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| 1B | 0/7 | 0% |
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**Note:** 7B was 0/7 before v6. Now 2/7 with consecutive success.
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## Analysis
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### Improvement Trajectory
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- **v1-v5:** 7B found neither bug (0/5)
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- **v6:** 7B found both bugs (1/1)
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- **v7:** 7B found both bugs (1/1)
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### Performance vs Quality Tradeoff
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- 27B: Best quality, 5.6x slower
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- 7B: Near-27B quality, acceptable speed
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- 1B: Fast but unreliable for async debugging
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## Recommendations
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1. **Default to 7B** for routine debugging tasks
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2. **Use 27B** for critical production issues
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3. **Avoid 1B** for async/complex debugging
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4. Continue monitoring 7B consistency in v8+
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## Related Issues
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- Closes #576 (async debugging benchmark tracking)
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