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--- |
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language: |
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- multilingual |
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- ar |
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- bg |
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- ca |
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- cs |
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- da |
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- de |
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- el |
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- en |
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- es |
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- et |
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- fa |
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- fi |
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- fr |
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- gl |
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- gu |
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- he |
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- hi |
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- hr |
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- hu |
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- hy |
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- id |
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- it |
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- ja |
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- ka |
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- ko |
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- ku |
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- lt |
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- lv |
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- mk |
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- mn |
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- mr |
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- ms |
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- my |
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- nb |
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- nl |
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- pl |
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- pt |
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- ro |
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- ru |
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- sk |
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- sl |
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- sq |
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- sr |
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- sv |
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- th |
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- tr |
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- uk |
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- ur |
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- vi |
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- ha |
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license: mit |
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library_name: sentence-transformers |
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tags: |
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- sentence-transformers |
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- feature-extraction |
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- sentence-similarity |
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- transformers |
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language_bcp47: |
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- fr-ca |
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- pt-br |
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- zh-cn |
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- zh-tw |
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pipeline_tag: sentence-similarity |
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inference: false |
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--- |
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## 0xnu/pmmlv2-fine-tuned-hausa |
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Hausa fine-tuned LLM using [sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2). |
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[Hausa](https://en.wikipedia.org/wiki/Hausa_language) words typically comprise diverse blends of vowels and consonants. The Hausa language boasts a vibrant phonetic framework featuring twenty-three consonants, five vowels, and two diphthongs. Words in Hausa can fluctuate in length and intricacy, but they usually adhere to uniform configurations of syllable arrangement and articulation. Additionally, Hausa words often incorporate diacritical marks like the apostrophe and macron to signify glottal stops and long vowels. |
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### Usage (Sentence-Transformers) |
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Using this model becomes easy when you have [sentence-transformers](https://www.SBERT.net) installed: |
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``` |
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pip install -U sentence-transformers |
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``` |
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Then you can use the model like this: |
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```python |
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from sentence_transformers import SentenceTransformer |
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sentences = ["Tambarin talaka cikinsa", "Gwanin dokin wanda yake kansa"] |
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model = SentenceTransformer('0xnu/pmmlv2-fine-tuned-hausa') |
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embeddings = model.encode(sentences) |
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print(embeddings) |
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``` |
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### License |
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This project is licensed under the [MIT License](./LICENSE). |
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### Copyright |
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(c) 2024 [Finbarrs Oketunji](https://finbarrs.eu). |
