arkcli-train-finetune

arkcli-train-finetune is a Fine-tuning & training data skill for AI agents, published by volcengine in the ark-cli repository on GitHub. Skillspace rates arkcli-train-finetune D (68/100) and it passed the safety scan; the rating is based on static analysis only.

使用 ArkCLI 创建、查询和管理模型精调训练任务，并从训练指标选择最佳 step、导出训练产物为 custom model、衔接模型仓库与推理部署。适用于选择可训练模型与训练方法、查询价格和超参数、校验训练文件、预览并创建任务、列出任务、观察或操作指定任务，以及根据效果指标导出和部署精调产物。本 skill 不负责数据集管理。

Grade
D
Quality
68 / 100
Safety
Passed
GitHub stars
67

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubvolcengine/ark-cli

Our review

Architecture
88 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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