minicpm5-finetune-ms-swift

minicpm5-finetune-ms-swift is a Fine-tuning & training data skill for AI agents, published by OpenBMB in the MiniCPM repository on GitHub. Skillspace rates minicpm5-finetune-ms-swift D (68/100) and it passed the safety scan; the rating is based on static analysis only.

Fine-tune MiniCPM5-1B or MiniCPM5-2B with ms-swift (ModelScope's SFT / DPO / KTO / ORPO toolkit). Use when the user mentions "ms-swift", "swift sft", "swift rlhf", or wants ModelScope-native training. The two mandatory flags `--model_type llama --template chatml` are baked in.

Grade
D
Quality
68 / 100
Safety
Passed
GitHub stars
10,908

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 GitHubOpenBMB/MiniCPM

Our review

Architecture
99 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

Not checked yet

  • Category is a classifier prediction; no model has read this skill 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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