language, license, library_name, tags, datasets

language	license	library_name	tags	datasets
en	apache-2.0	transformers	qwen3 english data-mining data-science instruction-tuning sft insight	zero9tech/data-scientist-insight-dialog-en-16.5k

Qwen3-8B-Data-Science-Insight-16.5K

This model is tuned for decision-oriented data mining and applied data science assistance.

Training Setup

1. Domain SFT: zero9tech/data-scientist-insight-dialog-en-16.5k.

Dataset Test Highlights

• Total records: 16,463
• Split: train: 14,021 · validation: 801 · test: 1,641
• assistant_first_unique_ratio: 0.8408
• assistant_final_unique_ratio: 1.0000

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