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README.md

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+---
+license: apache-2.0
+language:
+  - ar
+pretty_name: Arabic Instruct Curated
+tags:
+  - instruction-tuning
+---
+
+# Arabic Instruct Curated
+
+Curated Arabic instruction-following dataset for SFT of Qwen2.5 LoRAs
+(`RASHID778/qwen2.5-3b-arabic-lora-v2` and `-7b-`).
+
+Format: JSON Lines, one record per line:
+
+```json
+{"messages": [{"role": "user", "content": "..."}, {"role": "assistant", "content": "..."}], "source": "alpaca"}
+```
+
+## Composition (17,313 rows)
+
+| source | kept | raw | notes |
+|---|---:|---:|---|
+| `Yasbok/Alpaca_arabic_instruct` | 6,000 | 52,002 | cap reached; filtered short/repetitive/parroting |
+| `AhmedBou/Arabic_instruction_dataset_for_llm_ft` (train) | 3,966 | 10,000 | dropped ar->en translation tasks (Latin-dominated) |
+| `yrrhall/Arabic_Aya14200` (`aya_collection-aya_dataset`) | 7,347 | 13,960 | dedup removed 3,135 near-duplicates |
+
+Excluded entirely: `Mohamed-Sami/instruction-fine-tuning-arabic-dataset` (864K rows,
+template noise + garbled OCR content).
+
+## Filtering
+- user >= 10 chars, assistant >= 15 chars
+- no 8+ repeated-character runs
+- no control characters
+- Latin/letter ratio > 0.5 dropped (keeps Arabic-dominant samples)
+- exact + normalized near-duplicate removal (Alef/Ya/Taa-Marbuta normalization, sha256)
+- shuffled with seed 42