初始化项目，由ModelHub XC社区提供模型

Model: Huggggooo/ProtoCycle-7B-SFT
Source: Original Platform

README.md

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+---
+license: apache-2.0
+library_name: transformers
+pipeline_tag: text-generation
+base_model: Qwen/Qwen2.5-7B-Instruct
+tags:
+  - protein-design
+  - agentic
+  - tool-use
+  - qwen2.5
+  - sft
+language:
+  - en
+---
+
+# ProtoCycle-7B-SFT
+
+Cold-start SFT checkpoint for **ProtoCycle** — an agentic protein design model
+trained to invoke biology tools (scaffold retrieval, constraint building,
+ESM inpainting, ProTrek scoring) via a `<think> / <plan> / <tool_call> /
+<answer>` protocol.
+
+This checkpoint is the **SFT stage** initialised from
+[`Qwen/Qwen2.5-7B-Instruct`](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)
+and is the starting point for the subsequent RL stage
+([`Huggggooo/ProtoCycle-7B`](https://huggingface.co/Huggggooo/ProtoCycle-7B)).
+
+- Base model: `Qwen/Qwen2.5-7B-Instruct`
+- Training framework: [VeRL](https://github.com/volcengine/verl) /
+  [Open-AgentRL](https://github.com/Gen-Verse/Open-AgentRL)
+- Stage: multi-turn SFT on agentic tool-use trajectories
+- Epochs: 5
+- Sequence length: 32k (with Ulysses SP=4)
+
+## Training Data
+
+2,000 agentic multi-turn trajectories for protein design, available at
+[Huggggooo/ProtoCycle-Data](https://huggingface.co/datasets/Huggggooo/ProtoCycle-Data) (`sft/` subset).
+
+## How to Use
+
+See the ProtoCycle repository: 
+[ProtoCycle](https://github.com/huggggoooooo/ProtoCycle) repo.
+
+
+## Agent Protocol
+
+```
+<think>  ... reasoning ...  </think>
+<plan>   ... stage plan ...  </plan>
+<tool_call>{"name": "...", "arguments": {...}}</tool_call>
+...
+<answer>MAEGEITPLKTF...</answer>
+```
+
+## Training Data
+
+Agentic multi-turn trajectories for protein design (not released here).
+
+## License
+
+Apache-2.0, consistent with the upstream
+[VeRL](https://github.com/volcengine/verl) /
+[Open-AgentRL](https://github.com/Gen-Verse/Open-AgentRL) projects and the
+underlying [Qwen2.5](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct) license.
+
+## Citation
+
+If you find this checkpoint useful, please cite the ProtoCycle paper
+(forthcoming) and the upstream frameworks it builds on: VeRL, Open-AgentRL,
+ProTrek and ESM.