Update README.md

README.md

@@ -117,15 +117,11 @@ dataset = load_dataset("anon-iclr-submission/benchname-cmg", split="test")
 Note that all the data we have is considered to be in the test split.
 
 **Note.** Working with git repositories
-under [`repos`](https://huggingface.co/datasets/anon-iclr-submission/benchname-cmg/tree/main/repos) directory is not supported
+under [`repos`](https://huggingface.co/datasets/anon-iclr-submission/benchname-commit-message-generation/tree/main/repos) directory is not supported
 via 🤗 Datasets. See [Git Repositories](#git-repositories) section for more details.
 
 ## About
 
-### Overview
-
-In total, there are 163 commits from 34 repositories. For length statistics, refer to the [notebook](https://github.com/anon-iclr-submission/benchname-baselines/blob/main/commit_message_generation/notebooks/cmg_data_stats.ipynb) in our repository.
-
 ### Dataset Structure
 
 The dataset contains two kinds of data: data about each commit (under [`commitchronicle-py-long`](https://huggingface.co/datasets/anon-iclr-submission/benchname-commit-message-generation/tree/main/commitchronicle-py-long) folder) and compressed git repositories (under [`repos`](https://huggingface.co/datasets/anon-iclr-submission/benchname-commit-message-generation/tree/main/repos) folder).
@@ -169,9 +165,9 @@ Data point example:
 
 #### Git Repositories
 
-The compressed Git repositories for all the commits in this benchmark are stored under [`repos`](https://huggingface.co/datasets/anon-iclr-submission/benchname-cmg/tree/main/repos) directory.
+The compressed Git repositories for all the commits in this benchmark are stored under [`repos`](https://huggingface.co/datasets/anon-iclr-submission/benchname-commit-message-generation/tree/main/repos) directory.
 
-Working with git repositories under [`repos`](https://huggingface.co/datasets/anon-iclr-submission/benchname-cmg/tree/main/repos) directory is not supported directly via 🤗 Datasets. 
+Working with git repositories under [`repos`](https://huggingface.co/datasets/anon-iclr-submission/benchname-commit-message-generation/tree/main/repos) directory is not supported directly via 🤗 Datasets. 
 You can use [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/index) package to download the repositories. The sample code is provided below:
 
 ```py