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  license: apache-2.0
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  license: apache-2.0
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+ ## TinyKAI 1B
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+ ### Direct Use
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+ Research on large language models, specifically the influence of web data on the properties of large language models (fairness, safety, limitations, capabilities, etc.).
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+ ### Banned Use
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+ Production use without adequate assessment of risks and mitigation; any use cases which may be considered irresponsible or harmful.
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+ ## Limitations
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+ TinyKAI 1B is trained on English data only, and will not generate appropriately reasonable content in other languages. Being trained on a representative of the web, it will carry the stereotypes and biases commonly encountered online.
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+ ### Recommendations
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+ We recommend users of TinyKAI 1B to consider finetuning it for personal or enterprise use, and for precautions to be taken for any commercial use.