docs: translate dataset README to English

README.md

@@ -1,18 +1,29 @@
-# V-ICAL AI 配置仓库
+---
+pretty_name: V-ICAL AI Configurations
+license: other
+---
 
-这是 V-ICAL 的私有 Hugging Face 数据集仓库，保存批量评测和轨迹分析所需的 AI 配置、动作序列以及上下文示例。目录结构与代码仓库中的 `ai_configs/` 保持一致：
+# V-ICAL AI Configuration Dataset
+
+This private dataset contains the AI configurations and visual demonstrations used by V-ICAL for interactive play, batch evaluation, ablation studies, and trajectory auditing.
+
+## Layout
 
 ```text
-<game-safe>/<config-name>/config.json
-<game-safe>/<config-name>/frames/*.jpg
-<game-safe>/<config-name>/video.mp4       # 若该配置包含视频上下文
+<game-id>/<configuration-name>/config.json
+<game-id>/<configuration-name>/frames/*.jpg
+<game-id>/<configuration-name>/video.mp4
 ```
 
-在 V-ICAL 代码目录中下载：
+Some configurations also reference preload action sequences maintained by the V-ICAL project.
+
+## Download
+
+From the V-ICAL source repository, install the dependencies, authenticate with Hugging Face, and explicitly download this dataset into the project's `ai_configs/` directory:
 
 ```bash
 hf auth login
-hf download <你的账号>/V-ICAL-ai-configs --repo-type dataset --local-dir ai_configs
+hf download Mingqian-233/V-ICAL-ai-configs --repo-type dataset --local-dir ai_configs
 ```
 
-请勿在此仓库或 GitHub 代码仓库中提交 API 密钥、批量运行结果或日志。
+Do not commit API keys, model-provider credentials, evaluation outputs, or runtime logs to this repository.