Individual skill
byted-ark-trainer
基于ark_sdk的大模型训练任务自动化工具。帮助用户通过自然语言创建并提交方舟模型训练任务,支持用户自备数据的SFT训练、RFT+GRPO和直接GRPO策略,并引导用户完成训练、状态跟踪与评估闭环。使用场景:当用户需要进行大模型SFT监督微调、RLHF训练、GRPO训练、RFT训练,或需要自动化训练流程时触发。
skills/byted-ark-trainer/SKILL.md
Source commit 75abb6c5cb9b310338db8bafe3ffc7d7ecec2834
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- Matches the observed repository HEAD
- Yes
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- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 5, 2026
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Repository context
- Repository stars (not skill ratings)
- 484
- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
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- agent Repository topic
- ai Repository topic
- samples Repository topic
- volcengine Repository topic
- ark-model-training-sft-rft-grpo Declared skill tag
- engineering Derived category
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LICENSEasset · 11,315 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesSKILL.mdcore · 61,139 bytesreferences/RL guide.mddoc · 23,301 bytesreferences/ark-sdk guide.mddoc · 9,183 bytesreferences/templates/README.mddoc · 2,840 bytesreferences/templates/job_grpo_lora.pyruns · 4,642 bytesreferences/templates/job_grpo_lora.yamlasset · 4,141 bytesreferences/templates/job_sft_lora.pyruns · 3,058 bytesreferences/templates/job_sft_lora.yamlasset · 2,855 bytesreferences/模型精调数据集格式指南/CPT.mddoc · 2,683 bytesreferences/模型精调数据集格式指南/DPO.mddoc · 19,240 bytesreferences/模型精调数据集格式指南/Function Calling 样本要求.mddoc · 8,943 bytesreferences/模型精调数据集格式指南/RL.mddoc · 6,125 bytesreferences/模型精调数据集格式指南/SFT.mddoc · 17,769 bytesreferences/模型精调数据集格式指南/图片文件要求.mddoc · 17,572 bytesreferences/模型精调数据集格式指南/多轮reasoning_content的样本文件拆分.mddoc · 5,490 bytesreferences/模型精调数据集格式指南/对视频内容进行抽帧处理.mddoc · 11,856 bytesreferences/模型精调数据集格式指南/数据集Thinking字段处理工具.mddoc · 503 bytesreferences/模型精调数据集格式指南/视频文件要求.mddoc · 1,310 bytesscripts/ark_trainer_helper.pyruns · 17,016 bytesscripts/modules/__init__.pyruns · 607 bytesscripts/modules/endpoint.pyruns · 6,117 bytesscripts/modules/job.pyruns · 10,693 bytesscripts/modules/model.pyruns · 10,217 bytesscripts/modules/train.pyruns · 32,879 bytes
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# byted-ark-trainer Skill 使用指南
## 📌 重要路径说明
**所有提及的 `scripts/` 和 `references/` 目录均为相对于本skill安装目录的路径,而非当前工作目录。**
执行脚本或读取文档时,必须先定位到 byted-ark-trainer skill 的安装目录,或使用完整绝对路径调用。
所有工具功能统一通过 `ark-trainer-helper` 命令入口调用,例如:
如果skill安装在 `~/.agents/skills/byted-ark-trainer/`,则调用命令时应使用:
```bash
python ~/.agents/skills/byted-ark-trainer/scripts/ark_trainer_helper.py <命令> <参数>
```
或配置到PATH后直接使用:
```bash
ark-trainer-helper <命令> <参数>
```