zero9tech/Qwen3-4B-Data-Science-Insight-7.6K

1---2language:3- en4license: apache-2.05library_name: transformers6tags:7- qwen38- english9- data-mining10- data-science11- instruction-tuning12- sft13datasets:14- murataksit34/data-scientist-dialog-8k-en15---16 17# Qwen3-4B-Data-Science-Insight-7.6K18 19This model is tuned for decision-oriented data mining and applied data science assistance.20 21## Training Setup221. Domain SFT: `murataksit34/data-scientist-dialog-8k-en`.23 24## Dataset Test Highlights25- Total records: `7,624`26- Split: `train: 6,099 · test: 1,525`27- assistant_first_unique_ratio: `0.9491`28- assistant_final_unique_ratio: `0.9906`29 30## Usage Note31Model behavior is optimized for decision-focused responses (method choice, alternatives, risk signals, validation planning).32 33## Copyright34Copyright (c) Zero9 Tech35 36## License37Apache-2.038