simple fix of columns

src/display/about.py

@@ -4,6 +4,21 @@ TITLE = """<h1 align="center" id="space-title">OPEN-MOE-LLM-LEADERBOARD</h1>"""
 
 INTRODUCTION_TEXT = """
 The OPEN-MOE-LLM-LEADERBOARD is specifically designed to assess the performance and efficiency of various Mixture of Experts (MoE) Large Language Models (LLMs). This initiative, driven by the open-source community, aims to comprehensively evaluate these advanced MoE LLMs. We extend our gratitude to the Huggingface for the GPU community grant that supported the initial debugging process, and to [NetMind.AI](https://netmind.ai/home) for their generous GPU donation, which ensures the continuous operation of the Leaderboard.
+
+The OPEN-MOE-LLM-LEADERBOARD includes generation and multiple choice tasks to measure the performance and efficiency of MOE LLMs.
+
+
+Tasks:
+- **Generation Self-consistancy** -- [SelfCheckGPT](https://github.com/potsawee/selfcheckgpt)
+- **Multiple Choice Performance** -- [MMLU](https://arxiv.org/abs/2009.03300)
+
+Columns and Metrics:
+- Method: The MOE LLMs inference framework.
+- E2E(s): Average End to End generation time in seconds.
+- PRE(s): Prefilling Time of input prompt in seconds.
+- T/s: Tokens throughout per second.
+- Precision: The precison of used model.
+
 """
 LLM_BENCHMARKS_TEXT = f"""