choosing-openmed-models

仓库创建 2025年10月4日最近提交 3 小时前SkillHot 收录 3 小时前
▸ 精选理由

动态查询注册表避免硬编码,能快速匹配任务与模型规模与类别。

▸ 风险提示

模型需本地下载与运行,可能消耗大量磁盘与算力资源。

这个 Skill 做什么

根据任务、领域或语言从 OpenMed 注册表挑选最合适的模型。

帮你从 OpenMed 的模型注册表里挑对模型:按任务、领域或语言定位到 Disease、Oncology、PII 等类别,或找特定语言的去标识化模型。适合不确定用哪款模型、要看模型元数据或按大小/任务筛选的场景。原则是运行时查询注册表而不是写死列表,保证随时能跟新模型同步。

▸ 展开 SKILL.md 英文原文

Discover and pick the right OpenMed model for a clinical or biomedical task, domain, or language. Use when the user asks which OpenMed model to use, wants to list model categories, find a Disease vs Oncology vs Privacy/PII model, get a PII model for a specific language, search models by size or task, or inspect a model's labels and metadata before loading. Covers list_model_categories, get_models_by_category, get_pii_models_by_language, get_default_pii_model, search_models(ModelQuery(...)), get_model_info, and the openmed models CLI. Pairs with loading-openmed-models.

垂直行业模型检索NER多语言通用
4.7k
Stars
581
Forks
40
仓库内 Skill
积累中
7 日增星
安装 / 使用
给你的 Agent 一句话(通用)
帮我安装这个 skill:https://raw.githubusercontent.com/maziyarpanahi/openmed/master/skills/choosing-openmed-models/SKILL.md
或 curl 直取 SKILL.md
curl -fsSL "https://raw.githubusercontent.com/maziyarpanahi/openmed/master/skills/choosing-openmed-models/SKILL.md"
SKILL.MD 节选查看完整文件 ↗
# Choosing OpenMed Models

OpenMed ships a registry of clinical and biomedical NER models grouped into 12
categories. **Never hardcode a model list** — query the registry at runtime so
your code stays correct as models are added. This skill helps you go from "I need
to find diseases in Spanish discharge notes" to a concrete model key.

## When to use

- The user knows the task (find diseases / tumors / PHI) but not the model.
- You need the right **PII model for a language** (es, fr, de, …).
- You want to filter models by size, task, or tier before loading.
- You want to inspect a model's labels, params, and license first.

Once you have a key, hand off to `loading-openmed-models` to load it
via SKILL·HOT · 数据来自 GitHub 公开信息 · 原文版权归作者所有