| # Model Introduction |
| We introduce Agent Foundation Models (AFMs), a new family built on Qwen that natively perform end-to-end, multi-turn, multi-tool problem solving—without external frameworks or manual prompting. Built on the Chain-of-Agents (CoA) paradigm, each AFM dynamically activates specialized tool and role-playing agents inside a single forward pass, emulating the cooperative reasoning of a full multi-agent system. To train these models, we distilled high-performing multi-agent trajectories into agentic supervised-fine-tuning data and further optimized performance with agentic reinforcement learning on verifiable tasks. AFMs set new state-of-the-art results on benchmarks for both web and code agents, and we release all model weights, training code, and datasets to accelerate future research on agentic AI. |
| For more details, please refer to our [paper]() and [GitHub](). |
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| # Model Downloads |
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| | Model | Download | Backbone Model | Licences| |
| | --------------------- | ------ | --------------------------- |--------------------------- | |
| | AFM-CodeAgent-7B-sft | [🤗 **HuggingFace**]() |[Qwen-2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct) | Apache License 2.0| |
| | AFM-CodeAgent-RL-7B | [🤗 **HuggingFace**]() |[Qwen-2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct) | Apache License 2.0| |
| | AFM-CodeAgent-32B-sft | [🤗 **HuggingFace**]() |[Qwen-2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) | Apache License 2.0| |
| | AFM-CodeAgent-RL-32B | [🤗 **HuggingFace**]() |[Qwen-2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) | Apache License 2.0| |
| | AFM-MHQA-Agent-3B-sft | [🤗 **HuggingFace**]() |[Qwen-2.5-3B-Base](https://huggingface.co/Qwen/Qwen2.5-3B) | Apache License 2.0| |
| | AFM-MHQA-Agent-3B-rl | [🤗 **HuggingFace**]() |[Qwen-2.5-3B-Base](https://huggingface.co/Qwen/Qwen2.5-3B) | Apache License 2.0| |
| | AFM-MHQA-Agent-7B-sft | [🤗 **HuggingFace**]() |[Qwen-2.5-7B-Base](https://huggingface.co/Qwen/Qwen2.5-7B) | Apache License 2.0| |
| | AFM-MHQA-Agent-7B-rl | [🤗 **HuggingFace**]() |[Qwen-2.5-7B-Base](https://huggingface.co/Qwen/Qwen2.5-7B) | Apache License 2.0| |
| | AFM-WebAgent-7B-sft | [🤗 **HuggingFace**]() |[Qwen-2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct) | Apache License 2.0| |
| | AFM-WebAgent-32B-sft | [🤗 **HuggingFace**]() |[Qwen-2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct) | Apache License 2.0| |
| | AFM-WebAgent-7B-rl | [🤗 **HuggingFace**]() |[Qwen-2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct) | Apache License 2.0| |
| | AFM-WebAgent-32B-rl | [🤗 **HuggingFace**]() |[Qwen-2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct) | Apache License 2.0| |
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| # Data Downloads |
| TODO: add hf link after upload |
| - AFM-CodeAgent-SFT-Dataset |
| - AFM-CodeAgent-RL-Dataset |
| - AFM-WebAgent-SFT-Dataset |
| - AFM-WebAgent-RL-Dataset |
| - AFM-MHQA-SFT-Dataset |
| - AFM-MHQA-RL-Dataset |
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| # License and Usage Information |
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| ## 1. Core License |
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| This model is licensed under the **Apache License 2.0**, granting users the following rights: |
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| ✅ Commercial deployment |
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| ✅ Source code modification |
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| ✅ Patent authorization |
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| ✅ Closed-source derivatives |
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| ⚠️ Prohibition on using model names/logos for promotion without written authorization |
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| ⚠️ No warranties provided |
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| ## 2. Inheritance Declaration |
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| This model is based on improvements from **Qwen2.5** (Apache 2.0 License). You must: |
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| * Retain original Qwen copyright notices in derivative works. |
| * Clearly document changes made in modification notes. |
| * Adhere to any additional usage restrictions imposed by Qwen. |
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