| ## Community Results & Feedback |
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|
| Genesis AI Code is designed for **real-world training**. |
| We strongly encourage developers and researchers to **share empirical results** |
| when using this dataset. |
|
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| If you train, fine-tune, or evaluate a model with this dataset, please consider |
| reporting: |
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|
| ### What to Share |
| - Base model used |
| - Training method (SFT, LoRA, QLoRA, full finetune, agent training, etc.) |
| - Which split(s) were used: |
| - Instruct |
| - Thinking |
| - Reasoning |
| - Evaluation method (benchmarks, internal tests, SWE-bench, CI pass rate, etc.) |
| - Observed improvements or regressions |
| - Notable behaviors (planning quality, verification discipline, safety improvements) |
|
|
| ### Where to Share |
| - Open an **Issue** or **Discussion** in this dataset repository |
| - Link to: |
| - training logs |
| - benchmark tables |
| - evaluation scripts |
| - demo videos or repos (if public) |
|
|
| ### Why This Matters |
| Genesis is built to evolve based on **real usage**, not assumptions. |
| Community-reported results directly influence: |
| - future Genesis updates |
| - new training signals |
| - improved reasoning and safety patterns |
|
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| Even partial results or informal observations are valuable. |
|
|
| ### Minimal Report Template |
| ```text |
| Model: |
| Training method: |
| Dataset split(s): |
| Compute budget: |
| Evaluation method: |
| Observed changes: |
| Notes / caveats: |
| |
