Update README.md

README.md

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 The **TeamCraft** dataset is designed to develop multi-modal, multi-agent collaboration in Minecraft. It features 55,000 task variants defined by multi-modal prompts and procedurally generated expert demonstrations.
 
-The dataset is available in two formats:
+This repository contains the data for the **validation** set and its visualizations. 
+
+To use the validation set, download ``TeamCraft-Data-Valid.zip`` and extract using ``unzip TeamCraft-Data-Valid.zip``.
+
+In addition, the training set is available in two formats:
    - **[TeamCraft-Data-Cen](https://huggingface.co/datasets/teamcraft/TeamCraft-Data-Cen)** for centralized models.
    - **[TeamCraft-Data-Dec](https://huggingface.co/datasets/teamcraft/TeamCraft-Data-Dec)** for decentralized models.
 
 Each dataset is approximately 127GB, containing over one million images and a training JSON file.
 
-**Warning: This repository contains only the validation set and its visualizations. For the full dataset, please refer to the links above.**
 
-The validation dataset is available in:
-   - **[Current Repo](https://huggingface.co/datasets/teamcraft/teamcraft_data)** for validation set.
 
-To use validation set, download ``TeamCraft-Data-Valid.zip`` and extract using ``unzip TeamCraft-Data-Valid.zip``.
 
 ### Tasks
 
@@ -96,4 +96,4 @@ This dataset is provided for research purposes only. Users are responsible for e
 
 ### License
 
-This dataset is released under the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0).
+This dataset is released under the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0).