Qwen3-4B-Data-Science-Insight-7.6K
This model is tuned for decision-oriented data mining and applied data science assistance.
Training Setup
- 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
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