zero9tech/Qwen3-4B-Data-Science-Insight-7.6K
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Qwen3-4B-Data-Science-Insig…/README.md
ModelHub XC 73443c04db 初始化项目，由ModelHub XC社区提供模型 
Model: zero9tech/Qwen3-4B-Data-Science-Insight-7.6K
Source: Original Platform
2026-04-21 22:35:40 +08:00

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

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

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

Training Setup

  1. 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