Bailian Train Deploy

Q: What is a Claude Code skill and how does the Bailian Train Deploy skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Bailian Train Deploy is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-07-31

ai:llm

用百炼 CLI (`bl`) 走完"数据→微调训练→导出→部署→调用"的完整闭环，或跳过训练直接部署基座模型。支持文本模型（SFT/DPO/CPT）、音频 TTS 模型（CosyVoice）和图像生成模型（Wan2.7）微调。涵盖数据集校验/上传、创建微调任务、等待训练、导出最佳 checkpoint、创建推理部署、等待就绪、给出调用示例。当用户提到在百炼 / DashScope / 阿里云模型工作室上"训练模型""微调""fine-tune""finetune""部署模型""模型上线""把微调模型跑起来/调用""训练一个推理模型""继续预训练""LoRA/SFT/DPO 训练""语音合成模型""TTS 微调""CosyVoice""声音克隆""图像生成微调""文生图""图生图""Wan2.7""图像模型训练"等，都应激活本技能——即使用户没明说"用 bl"，只要意图是百炼平台的训练或部署，就用本技能，不要自己拼凑命令。

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

用百炼 CLI bl 把模型部署成可调用的专属推理服务——可以先微调再部署，也可以跳过训练直接部署基座。支持文本、音频 TTS 和图像生成三种模态，两处"等待"用 Monitor 异步轮询，不阻塞主流程。

What this skill does

Bailian Train Deploy is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/bailian-train-deploy/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Bailian Train Deploy Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 201,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/bailian-train-deploy
curl -L https://claudskills.com/skills/bailian-train-deploy/SKILL.md \
  -o ~/.claude/skills/bailian-train-deploy/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/bailian-train-deploy/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/bailian-train-deploy/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\bailian-train-deploy\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Bailian Train Deploy Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/bailian-train-deploy/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Bailian Train Deploy skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Bailian Train Deploy skill?

Use Bailian Train Deploy when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Bailian Train Deploy" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Bailian Train Deploy skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Bailian Train Deploy is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/modelstudioai/skills/blob/HEAD/skills/bailian-train-deploy/SKILL.md
License: Apache-2.0
Author: modelstudioai
Website: https://modelstudioai.github.io/skills/

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

modelstudioai. (2026). Bailian Train Deploy [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/bailian-train-deploy/

BibTeX

@misc{bailian-train-deploy-2026,
  author    = {modelstudioai},
  title     = {Bailian Train Deploy [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/bailian-train-deploy/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/bailian-train-deploy.svg)](https://claudskills.com/skills/bailian-train-deploy/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-10-04 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/bailian-train-deploy/#security)

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore