| language: | |
| - en | |
| license: apache-2.0 | |
| library_name: transformers | |
| tags: | |
| - qwen3 | |
| - english | |
| - data-mining | |
| - data-science | |
| - instruction-tuning | |
| - sft | |
| datasets: | |
| - murataksit34/data-scientist-dialog-8k-en | |
| # Qwen3-8B-Data-Science-Insight-7.6K | |
| This model is tuned for decision-oriented data mining and applied data science assistance. | |
| ## Training Setup | |
| 1. Domain SFT: `murataksit34/data-scientist-dialog-8k-en`. | |
| ## Dataset Test Highlights | |
| - Total records: `7,624` | |
| - Split: `train: 6,099 · test: 1,525` | |
| - assistant_first_unique_ratio: `0.9491` | |
| - assistant_final_unique_ratio: `0.9906` | |
| ## Usage Note | |
| Model behavior is optimized for decision-focused responses (method choice, alternatives, risk signals, validation planning). | |
| ## Copyright | |
| Copyright (c) Zero9 Tech | |
| ## License | |
| Apache-2.0 | |