update about

src/about.py

@@ -27,11 +27,21 @@ TITLE = """<h1 align="center" id="space-title">ParsBench Leaderboard</h1>"""
 
 # What does your leaderboard evaluate?
 INTRODUCTION_TEXT = """
-This leaderboard is created using <a href="https://github.com/shahriarshm/parsbench">ParsBench</a> framework benchmarking toolkit.
+<p>This leaderboard is created using <a href="https://github.com/shahriarshm/parsbench">ParsBench</a> framework benchmarking toolkit.</p>
+<p>In this leaderboard we evaluate the open-weight LLMs based on the Persian (Farsi) language tasks.</p>
 """
 
 # Which evaluations are you running? how can people reproduce what you have?
 LLM_BENCHMARKS_TEXT = f"""
+We evaluated the models on these datasets:
+- [Persian MMLU (Khayyam Challenge)](https://huggingface.co/datasets/raia-center/khayyam-challenge)
+- [Persian Math](https://github.com/Ipouyall/Benchmarking_ChatGPT_for_Persian)
+- [ParsiNLU Entailment](https://huggingface.co/datasets/persiannlp/parsinlu_entailment)
+- [FarsTail Entailment](https://github.com/dml-qom/FarsTail)
+- [ParsiNLU Machine Translation Fa-En](https://huggingface.co/datasets/persiannlp/parsinlu_translation_fa_en)
+- [ParsiNLU Machine Translation En-Fa](https://huggingface.co/datasets/persiannlp/parsinlu_translation_en_fa)
+- [ParsiNLU Reading Comprehension](https://huggingface.co/datasets/persiannlp/parsinlu_reading_comprehension)
+- [Persian News Summary](https://huggingface.co/datasets/HooshvareLab/pn_summary)
 """
 
 EVALUATION_QUEUE_TEXT = """
@@ -40,4 +50,11 @@ For now, you can contact me at [email protected] for submitting a new requ
 
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
 CITATION_BUTTON_TEXT = r"""
+@misc{ParsBench,
+  title = {ParsBench Leaderboard},
+  author = {Shahriar Shariati},
+  howpublished = {\url{https://huggingface.co/spaces/ParsBench/leaderboard}},
+  year = {2024}
+}
+
 """