| ## Community Results & Feedback | |
| Genesis AI Code is designed for **real-world training**. | |
| We strongly encourage developers and researchers to **share empirical results** | |
| when using this dataset. | |
| If you train, fine-tune, or evaluate a model with this dataset, please consider | |
| reporting: | |
| ### 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 | |
| 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: | |