{bailian-finetune}
阿里云百炼模型精调训练入口：用户要精调、微调、训练自己的模型（fine-tune，支持 SFT / SFT-LoRA / DPO / DPO-LoRA / CPT， 覆盖文本、语音、图像）、校验或上传训练数据集、看训练进度和日志、挑 checkpoint、导出精调产物、 把专属模型部署成服务时使用 `bl dataset` / `bl finetune` / `bl deploy`。链路是 validate 校验数据 → upload 拿 file-id → finetune create 建任务 → watch 看进度 → export 导出 → deploy 上线，需要 API key； 写操作先用 `--dry-run` 预览。反触发：用户点名火山方舟/ark 的精调不走本 skill；只是要选哪个模型走 bailian-model-recommend；用现成模型生图生视频走 bailian-gen；百炼其他资源管理走 bailian-cli。 官方安装：`bl skill init`（与共享协议 bailian-protocol 同装）。
npx skills add modelstudioai/cli --skill bailian-finetuneInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
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Review Sources
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- Agent Reviews
- Installer Reports
- Partner Audits
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Every partner scan came back clean.
- COMMAND_EXECUTION
- INDIRECT_PROMPT_INJECTION
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | The skill provides comprehensive instructions for the Aliyun Bailian `bl` CLI, enabling AI agents to manage datasets, perform model fine-tuning, and deploy services on Alibaba Cloud's infrastructure. It includes detailed command references for validating data, tracking training progress, and managing deployment capacity. | 2026-09-28 |
| Socket | pass | — | No alerts | 2026-09-28 |
| Snyk | pass | LOW | Risk: LOW · No issues | 2026-09-28 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- reference/dataset.md
- reference/deploy.md
- reference/finetune.md
- reference/index.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
- Mentions a sign-in or credentialSKILL.md: API key
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Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | pass | ||
| External Dependencies | 1 match | none | none | |
| Packaging | 55/100 | none | ||
| License | not declared | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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