Update Training Content Summary
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README.md
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At the same time, we are fully aware that pushing intelligence efficiency to the limit comes with tradeoffs. In some highly complex scenarios, the model can still exhibit **tool hallucinations** due to limited reasoning depth. In addition, there is still room for improvement in areas such as **natural bilingual switching between Chinese and English** and **compliance with highly complex instructions**.
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Looking ahead, we will continue exploring the frontier of intelligence efficiency. While preserving the model’s high-efficiency inference characteristics, we aim to further improve the balance between **output quality** and **token efficiency**, and to continuously strengthen the model’s **stability, usability, and interaction experience across a wider range of real-world scenarios**.
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At the same time, we are fully aware that pushing intelligence efficiency to the limit comes with tradeoffs. In some highly complex scenarios, the model can still exhibit **tool hallucinations** due to limited reasoning depth. In addition, there is still room for improvement in areas such as **natural bilingual switching between Chinese and English** and **compliance with highly complex instructions**.
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Looking ahead, we will continue exploring the frontier of intelligence efficiency. While preserving the model’s high-efficiency inference characteristics, we aim to further improve the balance between **output quality** and **token efficiency**, and to continuously strengthen the model’s **stability, usability, and interaction experience across a wider range of real-world scenarios**.
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<!-- TDS-LINKS:START -->
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## Training content summary
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The public training-content summary identifying **Ling-2.6-flash** is available below. Please refer to the document for its covered model versions, training-content scope, summary version, and update date.
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- [Training-content summary (PDF)](https://huggingface.co/inclusionAI/AI-Transparency/resolve/main/Ling-2.6_TDS-Summary.pdf)
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- [Training-content documentation index](https://huggingface.co/inclusionAI/AI-Transparency)
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This summary concerns training-content disclosure; it does not replace the model’s technical documentation, usage terms, or license.
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<!-- TDS-LINKS:END -->
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