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from dataclasses import dataclass |
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from enum import Enum |
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@dataclass |
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class EvalDimension: |
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metric: str |
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col_name: str |
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class EvalDimensions(Enum): |
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d0 = EvalDimension("speed", "Speed (words/sec)") |
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d1 = EvalDimension("contamination_score", "Contamination Score") |
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NUM_FEWSHOT = 0 |
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TITLE = """<div ><img class='abl_header_image' src='https://huggingface.co/spaces/silma-ai/Arabic-LLM-Broad-Leaderboard/resolve/main/src/images/abl_logo.png' ></div>""" |
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INTRODUCTION_TEXT = """ |
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<h1 style='width: 100%;text-align: center;' id="space-title">Arabic Board Benchmark (ABL) is the first comprehensive Leaderboard for Arabic LLMs</h1> |
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ABL is the official leaderboard of <a href='https://huggingface.co/datasets/silma-ai/arabic-broad-benchmark' target='_blank'>Arabic Board Benchmark (ABB)</a>. ABB is a compact, yet comprehensive benchmark aiming to evaluate Arabic LLMs from all angels. The benchmark consists of <b>450</b> high quality questions sampled from <b>63</b> Arabic benchmarking datasets, evaluating <b>22 categories</b> some of which are unique to Arabic language such as Diacritization and Dialects. Find more details in the about Tab. |
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""" |
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LLM_BENCHMARKS_TEXT = f""" |
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## How it works |
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## Reproducibility |
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To reproduce our results, here is the commands you can run: |
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""" |
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EVALUATION_QUEUE_TEXT = """ |
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## Some good practices before submitting a model |
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### 1) Make sure you can load your model and tokenizer using AutoClasses: |
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```python |
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from transformers import AutoConfig, AutoModel, AutoTokenizer |
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config = AutoConfig.from_pretrained("your model name", revision=revision) |
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model = AutoModel.from_pretrained("your model name", revision=revision) |
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tokenizer = AutoTokenizer.from_pretrained("your model name", revision=revision) |
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``` |
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If this step fails, follow the error messages to debug your model before submitting it. It's likely your model has been improperly uploaded. |
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Note: make sure your model is public! |
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Note: if your model needs `use_remote_code=True`, we do not support this option yet but we are working on adding it, stay posted! |
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### 2) Convert your model weights to [safetensors](https://huggingface.co/docs/safetensors/index) |
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It's a new format for storing weights which is safer and faster to load and use. It will also allow us to add the number of parameters of your model to the `Extended Viewer`! |
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### 3) Make sure your model has an open license! |
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This is a leaderboard for Open LLMs, and we'd love for as many people as possible to know they can use your model 🤗 |
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### 4) Fill up your model card |
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When we add extra information about models to the leaderboard, it will be automatically taken from the model card |
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## In case of model failure |
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If your model is displayed in the `FAILED` category, its execution stopped. |
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Make sure you have followed the above steps first. |
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If everything is done, check you can launch the EleutherAIHarness on your model locally, using the above command without modifications (you can add `--limit` to limit the number of examples per task). |
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""" |
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CITATION_BUTTON_LABEL = "Copy the following snippet to cite the Leaderboard" |
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CITATION_BUTTON_TEXT = r""" |
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@misc{ABL, |
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author = {SILMA AI Team}, |
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title = {Arabic Broad Leaderboard}, |
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year = {2025}, |
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publisher = {SILMA.AI}, |
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howpublished = "{\url{https://huggingface.co/spaces/silma-ai/Arabic-LLM-Broad-Leaderboard}}" |
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} |
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""" |
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FOOTER_TEXT = """<div style='display:flex;justify-content:center;align-items:center;'> |
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<span style='font-size:36px;font-weight:bold;margin-right:20px;'>Sponsored By</span> |
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<a href='https://silma.ai/?ref=abl' target='_blank'> |
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<img style='height:60px' src='https://huggingface.co/spaces/silma-ai/Arabic-LLM-Broad-Leaderboard/resolve/main/src/images/silma-logo-wide.png' > |
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</a> |
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</div>""" |
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