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<p align="center">🤗 <a href="https://huggingface.co/inclusionAI">Hugging Face</a> | 🤖 <a href="https://modelscope.cn/organization/inclusionAI">ModelScope </a> | 🐙 <a href="https://openrouter.ai/inclusionai/ling-3.0-tiny:free">OpenRouter </a> </p>
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## Introduction
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We have open-sourced the Ling-3.0 series, our most efficient language foundation model family to date. To support research and community-driven innovation, we are releasing **a collection of checkpoints
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| Model | Pre-trained | Mid-trained | Merged (i.e., [WSM](https://arxiv.org/abs/2507.17634)) |
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<p align="center">🤗 <a href="https://huggingface.co/inclusionAI">Hugging Face</a> | 🤖 <a href="https://modelscope.cn/organization/inclusionAI">ModelScope </a> | 🐙 <a href="https://openrouter.ai/inclusionai/ling-3.0-tiny:free">OpenRouter </a> </p>
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## Introduction
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We have open-sourced the Ling-3.0 series, our most efficient language foundation model family to date. To support research and community-driven innovation, we are releasing **a collection of checkpoints during the training process** as following:
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| Model | Pre-trained | Mid-trained | Merged (i.e., [WSM](https://arxiv.org/abs/2507.17634)) |
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