zero9tech/Qwen3-4B-Data-Science-Insight-16.5K

1---2language:3- en4license: apache-2.05library_name: transformers6tags:7- qwen38- english9- data-mining10- data-science11- instruction-tuning12- sft13- insight14datasets:15- zero9tech/data-scientist-insight-dialog-en-16.5k16---17 18# Qwen3-4B-Data-Science-Insight-16.5K19 20This model is tuned for decision-oriented data mining and applied data science assistance.21 22## Training Setup231. Domain SFT: zero9tech/data-scientist-insight-dialog-en-16.5k.24 25## Dataset Test Highlights26- Total records: 16,46327- Split: train: 14,021 · validation: 801 · test: 1,64128- assistant_first_unique_ratio: 0.840829- assistant_final_unique_ratio: 1.000030 31## Usage Note32Model behavior is optimized for decision-focused responses (method choice, alternatives, risk signals, validation planning).33 34## Copyright35Copyright (c) Zero9 Tech36 37## License38Apache-2.039