Instructions to use OpenFormosa/PangolinTokenizer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use OpenFormosa/PangolinTokenizer with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("OpenFormosa/PangolinTokenizer", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload Pangolin tokenizer
Browse files- README.md +64 -0
- config.json +6 -0
- evaluation_report.json +58 -0
- merges.txt +0 -0
- special_tokens_map.json +39 -0
- tokenizer.json +0 -0
- tokenizer_config.json +100 -0
- vocab.json +0 -0
README.md
ADDED
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@@ -0,0 +1,64 @@
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| 1 |
+
---
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| 2 |
+
license: other
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| 3 |
+
library_name: transformers
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| 4 |
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tags:
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| 5 |
+
- tokenizer
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| 6 |
+
- byte-level-bpe
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| 7 |
+
- traditional-chinese
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| 8 |
+
- taiwan
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| 9 |
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- multilingual
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| 10 |
+
---
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| 11 |
+
|
| 12 |
+
# PangolinTokenizer
|
| 13 |
+
|
| 14 |
+
Byte-level BPE tokenizer trained for Traditional Chinese, Taiwan text, multilingual
|
| 15 |
+
text, rich transcription, OCR-style text, and generic multimodal control formats.
|
| 16 |
+
|
| 17 |
+
## Usage
|
| 18 |
+
|
| 19 |
+
```python
|
| 20 |
+
from transformers import AutoTokenizer
|
| 21 |
+
|
| 22 |
+
tokenizer = AutoTokenizer.from_pretrained(
|
| 23 |
+
"voidful/PangolinTokenizer",
|
| 24 |
+
trust_remote_code=False,
|
| 25 |
+
)
|
| 26 |
+
|
| 27 |
+
text = "<|system|>台灣健保與注音ㄅㄆㄇ,Tailo: Tâi-uân"
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| 28 |
+
ids = tokenizer.encode(text)
|
| 29 |
+
decoded = tokenizer.decode(ids)
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| 30 |
+
```
|
| 31 |
+
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| 32 |
+
## Files
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| 33 |
+
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| 34 |
+
- `config.json`
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| 35 |
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- `tokenizer_config.json`
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| 36 |
+
- `tokenizer.json`
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| 37 |
+
- `vocab.json`
|
| 38 |
+
- `merges.txt`
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| 39 |
+
- `special_tokens_map.json`
|
| 40 |
+
- `evaluation_report.json`
|
| 41 |
+
|
| 42 |
+
## Tokenizer Details
|
| 43 |
+
|
| 44 |
+
- Type: Byte-level BPE
|
| 45 |
+
- Vocabulary size: 114,688
|
| 46 |
+
- Learned merges: 114,397
|
| 47 |
+
- Model max length metadata: 131,072
|
| 48 |
+
- Minimum merge frequency: 5
|
| 49 |
+
- Transformers class: `GPT2TokenizerFast`
|
| 50 |
+
- `trust_remote_code`: not required
|
| 51 |
+
|
| 52 |
+
## Safety Notes
|
| 53 |
+
|
| 54 |
+
This tokenizer intentionally does not include discrete audio codec token ranges.
|
| 55 |
+
It also intentionally does not include dense timestamp token ranges. Audio should
|
| 56 |
+
be represented through external references or embeddings outside this tokenizer.
|
| 57 |
+
|
| 58 |
+
Evaluation checks confirmed:
|
| 59 |
+
|
| 60 |
+
- Transformers `AutoTokenizer` loading works with `trust_remote_code=False`
|
| 61 |
+
- Traditional Chinese and Bopomofo smoke roundtrip works
|
| 62 |
+
- No tokens matching `<|audio_[0-9]+|>`
|
| 63 |
+
- No dense timestamp token ranges matching `<|ts_[0-9]+|>`,
|
| 64 |
+
`<|timestamp_[0-9]+|>`, or `<|time_[0-9]+|>`
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config.json
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{
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| 2 |
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"model_type": "gpt2",
|
| 3 |
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"tokenizer_class": "GPT2TokenizerFast",
|
| 4 |
+
"vocab_size": 114688,
|
| 5 |
+
"model_max_length": 131072
|
| 6 |
+
}
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evaluation_report.json
ADDED
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{
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| 2 |
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"ok": true,
|
| 3 |
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"failures": [],
|
| 4 |
+
"sections": {
|
| 5 |
+
"Timestamp / rich transcription checks": {
|
| 6 |
+
"rich_transcription_token_ids": {
|
| 7 |
+
"<|transcript_start|>": 114670,
|
| 8 |
+
"<|transcript_end|>": 114671,
|
| 9 |
+
"<|segment_start|>": 114672,
|
| 10 |
+
"<|segment_end|>": 114673,
|
| 11 |
+
"<|speaker|>": 114674,
|
| 12 |
+
"<|start_time|>": 114675,
|
| 13 |
+
"<|end_time|>": 114676,
|
| 14 |
+
"<|duration|>": 114677,
|
| 15 |
+
"<|content|>": 114678,
|
| 16 |
+
"<|non_speech_event|>": 114679
|
| 17 |
+
},
|
| 18 |
+
"timestamp_precision_digits": 2,
|
| 19 |
+
"json_roundtrip_ok": true,
|
| 20 |
+
"dense_timestamp_tokens_found": [],
|
| 21 |
+
"missing_rich_transcription_tokens": [],
|
| 22 |
+
"timestamp_strings_present": {
|
| 23 |
+
"0.00": true,
|
| 24 |
+
"3.42": true,
|
| 25 |
+
"10.25": true,
|
| 26 |
+
"3575.50": true
|
| 27 |
+
},
|
| 28 |
+
"non_speech_labels_present": {
|
| 29 |
+
"[Silence]": true,
|
| 30 |
+
"[Noise]": true,
|
| 31 |
+
"[Music]": true,
|
| 32 |
+
"[Unintelligible Speech]": true
|
| 33 |
+
},
|
| 34 |
+
"text_roundtrip_ok": {
|
| 35 |
+
"traditional_chinese": true,
|
| 36 |
+
"bopomofo_mixed_romanization": true,
|
| 37 |
+
"json_syntax": true
|
| 38 |
+
},
|
| 39 |
+
"required_fields_ok": true,
|
| 40 |
+
"parse_error": null
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"rich_transcription_token_ids": {
|
| 44 |
+
"<|transcript_start|>": 114670,
|
| 45 |
+
"<|transcript_end|>": 114671,
|
| 46 |
+
"<|segment_start|>": 114672,
|
| 47 |
+
"<|segment_end|>": 114673,
|
| 48 |
+
"<|speaker|>": 114674,
|
| 49 |
+
"<|start_time|>": 114675,
|
| 50 |
+
"<|end_time|>": 114676,
|
| 51 |
+
"<|duration|>": 114677,
|
| 52 |
+
"<|content|>": 114678,
|
| 53 |
+
"<|non_speech_event|>": 114679
|
| 54 |
+
},
|
| 55 |
+
"timestamp_precision_digits": 2,
|
| 56 |
+
"json_roundtrip_ok": true,
|
| 57 |
+
"dense_timestamp_tokens_found": []
|
| 58 |
+
}
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merges.txt
ADDED
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The diff for this file is too large to render.
See raw diff
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special_tokens_map.json
ADDED
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@@ -0,0 +1,39 @@
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| 1 |
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{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|system|>",
|
| 4 |
+
"<|user_channel|>",
|
| 5 |
+
"<|assistant_channel|>",
|
| 6 |
+
"<|task:speech_to_text|>",
|
| 7 |
+
"<|task:text_to_speech|>",
|
| 8 |
+
"<|input_audio_start|>",
|
| 9 |
+
"<|input_audio_end|>",
|
| 10 |
+
"<|audio_ref_start|>",
|
| 11 |
+
"<|audio_ref_end|>",
|
| 12 |
+
"<|audio_start|>",
|
| 13 |
+
"<|audio_end|>",
|
| 14 |
+
"<|speech_start|>",
|
| 15 |
+
"<|speech_end|>",
|
| 16 |
+
"<|transcript_start|>",
|
| 17 |
+
"<|transcript_end|>",
|
| 18 |
+
"<|segment_start|>",
|
| 19 |
+
"<|segment_end|>",
|
| 20 |
+
"<|speaker|>",
|
| 21 |
+
"<|start_time|>",
|
| 22 |
+
"<|end_time|>",
|
| 23 |
+
"<|duration|>",
|
| 24 |
+
"<|content|>",
|
| 25 |
+
"<|non_speech_event|>",
|
| 26 |
+
"<|retrieval_result_start|>",
|
| 27 |
+
"<|retrieval_result_end|>",
|
| 28 |
+
"<|ocr_start|>",
|
| 29 |
+
"<|ocr_end|>",
|
| 30 |
+
"<|image_start|>",
|
| 31 |
+
"<|image_end|>",
|
| 32 |
+
"<|video_start|>",
|
| 33 |
+
"<|video_end|>"
|
| 34 |
+
],
|
| 35 |
+
"pad_token": "<|pad|>",
|
| 36 |
+
"bos_token": "<|bos|>",
|
| 37 |
+
"eos_token": "<|eos|>",
|
| 38 |
+
"unk_token": "<|unk|>"
|
| 39 |
+
}
|
tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
ADDED
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| 1 |
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{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"bos_token": "<|bos|>",
|
| 4 |
+
"eos_token": "<|eos|>",
|
| 5 |
+
"extra_special_tokens": [
|
| 6 |
+
"<|system|>",
|
| 7 |
+
"<|user_channel|>",
|
| 8 |
+
"<|assistant_channel|>",
|
| 9 |
+
"<|task:speech_to_text|>",
|
| 10 |
+
"<|task:text_to_speech|>",
|
| 11 |
+
"<|input_audio_start|>",
|
| 12 |
+
"<|input_audio_end|>",
|
| 13 |
+
"<|audio_ref_start|>",
|
| 14 |
+
"<|audio_ref_end|>",
|
| 15 |
+
"<|audio_start|>",
|
| 16 |
+
"<|audio_end|>",
|
| 17 |
+
"<|speech_start|>",
|
| 18 |
+
"<|speech_end|>",
|
| 19 |
+
"<|transcript_start|>",
|
| 20 |
+
"<|transcript_end|>",
|
| 21 |
+
"<|segment_start|>",
|
| 22 |
+
"<|segment_end|>",
|
| 23 |
+
"<|speaker|>",
|
| 24 |
+
"<|start_time|>",
|
| 25 |
+
"<|end_time|>",
|
| 26 |
+
"<|duration|>",
|
| 27 |
+
"<|content|>",
|
| 28 |
+
"<|non_speech_event|>",
|
| 29 |
+
"<|retrieval_result_start|>",
|
| 30 |
+
"<|retrieval_result_end|>",
|
| 31 |
+
"<|ocr_start|>",
|
| 32 |
+
"<|ocr_end|>",
|
| 33 |
+
"<|image_start|>",
|
| 34 |
+
"<|image_end|>",
|
| 35 |
+
"<|video_start|>",
|
| 36 |
+
"<|video_end|>"
|
| 37 |
+
],
|
| 38 |
+
"model_max_length": 131072,
|
| 39 |
+
"model_type": "byte_level_bpe",
|
| 40 |
+
"pad_token": "<|pad|>",
|
| 41 |
+
"rich_transcription": {
|
| 42 |
+
"allow_non_speech_events": true,
|
| 43 |
+
"compact_json": true,
|
| 44 |
+
"default_format": "json_segments",
|
| 45 |
+
"enabled": true,
|
| 46 |
+
"include_content": true,
|
| 47 |
+
"include_speaker": true,
|
| 48 |
+
"include_start_end": true,
|
| 49 |
+
"no_dense_timestamp_tokens": true,
|
| 50 |
+
"timestamp_precision_digits": 2,
|
| 51 |
+
"timestamp_unit": "seconds"
|
| 52 |
+
},
|
| 53 |
+
"special_tokens": [
|
| 54 |
+
"<|pad|>",
|
| 55 |
+
"<|bos|>",
|
| 56 |
+
"<|eos|>",
|
| 57 |
+
"<|unk|>",
|
| 58 |
+
"<|system|>",
|
| 59 |
+
"<|user_channel|>",
|
| 60 |
+
"<|assistant_channel|>",
|
| 61 |
+
"<|task:speech_to_text|>",
|
| 62 |
+
"<|task:text_to_speech|>",
|
| 63 |
+
"<|input_audio_start|>",
|
| 64 |
+
"<|input_audio_end|>",
|
| 65 |
+
"<|audio_ref_start|>",
|
| 66 |
+
"<|audio_ref_end|>",
|
| 67 |
+
"<|audio_start|>",
|
| 68 |
+
"<|audio_end|>",
|
| 69 |
+
"<|speech_start|>",
|
| 70 |
+
"<|speech_end|>",
|
| 71 |
+
"<|transcript_start|>",
|
| 72 |
+
"<|transcript_end|>",
|
| 73 |
+
"<|segment_start|>",
|
| 74 |
+
"<|segment_end|>",
|
| 75 |
+
"<|speaker|>",
|
| 76 |
+
"<|start_time|>",
|
| 77 |
+
"<|end_time|>",
|
| 78 |
+
"<|duration|>",
|
| 79 |
+
"<|content|>",
|
| 80 |
+
"<|non_speech_event|>",
|
| 81 |
+
"<|retrieval_result_start|>",
|
| 82 |
+
"<|retrieval_result_end|>",
|
| 83 |
+
"<|ocr_start|>",
|
| 84 |
+
"<|ocr_end|>",
|
| 85 |
+
"<|image_start|>",
|
| 86 |
+
"<|image_end|>",
|
| 87 |
+
"<|video_start|>",
|
| 88 |
+
"<|video_end|>"
|
| 89 |
+
],
|
| 90 |
+
"strict_no_dense_timestamp_tokens": true,
|
| 91 |
+
"tokenizer_class": "GPT2TokenizerFast",
|
| 92 |
+
"unk_token": "<|unk|>",
|
| 93 |
+
"vocab_size": 114688,
|
| 94 |
+
"padding_side": "right",
|
| 95 |
+
"truncation_side": "right",
|
| 96 |
+
"clean_up_tokenization_spaces": false,
|
| 97 |
+
"no_audio_codec_tokens": true,
|
| 98 |
+
"no_dense_timestamp_tokens": true,
|
| 99 |
+
"fix_mistral_regex": true
|
| 100 |
+
}
|
vocab.json
ADDED
|
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|
|
|