| --- |
| 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 |
|
|
