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- title: QIMMA — Arabic LLM Leaderboard
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- <div align="center">
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- # 🌟 QIMMA
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- ### The Open Arabic LLM Leaderboard
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-
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- *Community-driven benchmarking for Arabic large language models*
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-
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- **[📊 Leaderboard](https://huggingface.co/spaces/qimma/leaderboard)** · **[📦 Datasets](https://huggingface.co/datasets/qimma/leaderboard-results)** · **[💬 Discussions](https://huggingface.co/qimma/discussions)**
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  </div>
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- ## Benchmarks
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- | Benchmark | Status | What it measures |
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- |-----------|--------|-----------------|
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- | **FannOrFlop** | ✅ Active | Arabic creative text generation, scored with BERTScore against curated references |
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- | **LightEval tasks** | 🔜 Coming soon | Arabic understanding and reasoning |
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- | **EvalPlus / Code** | 🔜 Coming soon | Arabic-aware code generation |
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-
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  ## Submit Your Model
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- Submissions are open to everyone. To submit, add a JSON file to the [leaderboard-requests](https://huggingface.co/datasets/qimma/leaderboard-requests) dataset:
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- ```json
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- {
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- "model": "your-org/your-model-name",
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- "precision": "bfloat16",
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- "model_type": "instruct",
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- "status": "submitted",
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- "submitted_time": "2026-01-01T00:00:00Z",
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- "attempt": 1,
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- "max_attempts": 3
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- }
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- ```
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- Set `model_type` to `base` for base models or `instruct` for chat/instruction-tuned models.
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+ title: QIMMA — A quality-first Arabic LLM Leaderboard that evaluates and compares the performance of Arabic Large Language Models.
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  </div>
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  ## Submit Your Model
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+ Submissions are open to everyone. To submit a model through the leaderboard space [QIMMA leaderboard](https://huggingface.co/spaces/qimma/leaderboard).
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+ Set `model type` to `base` for base models or `instruct` for chat/instruction-tuned models.
 
 
 
 
 
 
 
 
 
 
 
 
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