config
Browse files- README.md +39 -0
- special_tokens_map.json +6 -0
- tokenizer_config.json +9 -0
README.md
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# Mana Tokenizer
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The Mana Tokenizer is a custom-trained SentencePiece tokenizer for Persian text, trained on a combination of the Persian Wikipedia and Ganjoor datasets. The tokenizer uses the Unigram model type, optimized for handling the unique characteristics of Persian text.
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## Special Tokens
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- **UNK Token:** `<unk>`
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- **BOS Token:** `<s>`
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- **EOS Token:** `</s>`
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- **PAD Token:** `<pad>`
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## Usage
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You can load this tokenizer using the Hugging Face `transformers` library as follows:
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```python
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from transformers import PreTrainedTokenizerFast
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tokenizer = PreTrainedTokenizerFast.from_pretrained("your-username/mana_tokenizer")
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text = "این یک تست است."
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encoded = tokenizer(text)
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print(f"Encoded: {encoded}")
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decoded = tokenizer.decode(encoded['input_ids'])
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print(f"Decoded: {decoded}")
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Statistics
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Vocabulary Size: 199,997
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Character Coverage: 99.9%
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Total Number of Text Samples: 1,022,675
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License
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This tokenizer is licensed under the MIT License.
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special_tokens_map.json
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{
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"unk_token": "<unk>",
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"bos_token": "<s>",
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"eos_token": "</s>",
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"pad_token": "<pad>"
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}
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tokenizer_config.json
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{
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"model_type": "unigram",
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"bos_token_id": 1,
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"eos_token_id": 2,
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"unk_token_id": 0,
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"pad_token_id": 3,
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"do_lower_case": false,
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"max_length": 512
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}
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