Update README.md

README.md

@@ -1,6 +1,22 @@
 ---
 license: apache-2.0
+task_categories:
+- question-answering
+- conversational
+language:
+- en
+tags:
+- evaluation
+pretty_name: MT Bench
+size_categories:
+- n<1K
 ---
+
+# MT Bench by LMSYS
+This set of evaluation prompts is created by the [LMSYS org](https://huggingface.co/lmsys) for better evaluation of chat models.
+For more information, see the [paper](https://arxiv.org/abs/2306.05685).
+
+### Dataset creation
 To create the dataset, we do the following for our internal tooling. 
 * rename `turns` to `prompts`,
 * add empty `reference` to remaining prompts (for HF Datasets),