39 lines
825 B
Markdown
39 lines
825 B
Markdown
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---
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language:
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- en
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license: apache-2.0
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library_name: transformers
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tags:
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- qwen3
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- english
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- data-mining
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- data-science
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- instruction-tuning
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- sft
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- insight
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datasets:
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- zero9tech/data-scientist-insight-dialog-en-16.5k
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---
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# Qwen3-8B-Data-Science-Insight-16.5K
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This model is tuned for decision-oriented data mining and applied data science assistance.
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## Training Setup
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1. Domain SFT: zero9tech/data-scientist-insight-dialog-en-16.5k.
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## Dataset Test Highlights
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- Total records: 16,463
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- Split: train: 14,021 · validation: 801 · test: 1,641
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- assistant_first_unique_ratio: 0.8408
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- assistant_final_unique_ratio: 1.0000
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## Usage Note
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Model behavior is optimized for decision-focused responses (method choice, alternatives, risk signals, validation planning).
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## Copyright
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Copyright (c) Zero9 Tech
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## License
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Apache-2.0
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