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README.md
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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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*Community-driven benchmarking for Arabic large language models*
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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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## Submit Your Model
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Submissions are open to everyone. To submit
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```
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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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