from dataclasses import dataclass from enum import Enum @dataclass class Task: benchmark: str metric: str col_name: str # Select your tasks here # --------------------------------------------------- class Tasks(Enum): # task_key in the json file, metric_key in the json file, name to display in the leaderboard Persian_MMLU = Task("Persian MMLU", "Exact Match", "Persian MMLU") Persian_Math = Task("Persian Math", "Math Equivalence", "Persian Math") ParsiNLUŮ€Entailment = Task("ParsiNLU Entailment", "Exact Match", "ParsiNLU Entailment") FarsTail_Entailment = Task("FarsTail Entailment", "Exact Match", "FarsTail Entailment") ParsiNLU_Machine_Translation_Fa_En = Task("ParsiNLU Machine Translation Fa En", "English Sentence Bleu", "ParsiNLU Machine Translation Fa-En") ParsiNLU_Machine_Translation_En_Fa = Task("ParsiNLU Machine Translation En Fa", "Persian Sentence Bleu", "ParsiNLU Machine Translation En-Fa") ParsiNLU_Reading_Comprehension = Task("ParsiNLU Reading Comprehension", "Common Tokens", "ParsiNLU Reading Comprehension") Persian_News_Summary = Task("Persian News Summary", "Persian Rouge", "Persian News Summary") # Your leaderboard name TITLE = """

ParsBench Leaderboard

""" # What does your leaderboard evaluate? INTRODUCTION_TEXT = """

This leaderboard is created using ParsBench framework benchmarking toolkit.

In this leaderboard we evaluate the open-weight LLMs based on the Persian (Farsi) language tasks.

Note: We've only added the GPT and Claude 3.5 Sonnet models evaluation for a better comparison between the open LLMs and SoTA models.

""" # 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 = """ For now, you can contact me at shahriarshm81@gmail.com for submitting a new request. """ 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} } """