added citation

src/content.py

@@ -41,10 +41,10 @@ These metrics collectively address the unique challenges of deploying LLMs on ed
 
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results."
 CITATION_BUTTON = r"""@misc{edge-llm-leaderboard,
-  author = {},
+  author = {Arnav Chavan, Deepak Gupta, Ishan Pandey and The HuggingFace team},
   title = {Edge LLM Leaderboard},
   year = {2024},
-  publisher = {},
+  publisher = {Hugging Face},
   howpublished = "\url{https://huggingface.co/spaces/nyunai/edge-llm-leaderboard}",
 }
 """

src/llm_perf.py

@@ -66,8 +66,8 @@ def processed_llm_perf_df(llm_perf_df):
         {
             "Prefill (tokens/s)": 3,
             "Decode (tokens/s)": 3,
-            "Model Size (GB)": 3,
-            "#Params (B)": 3,
+            "Model Size (GB)": 1,
+            "#Params (B)": 1,
             "MMLU Accuracy": 1,
         }
     )