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Qwen3-4B-Data-Science-Insight-7.6K – AI Model by zero9tech | AlphaNeural AI

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

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text-generation

instruction-tuning

murataksit34/data-scientist-dialog-8k-en

text-generation-inference

endpoints_compatible

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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