Upload folder using huggingface_hub
Browse files- README.md +49 -0
- merges.txt +90 -0
- special_tokens_map.json +11 -0
- tokenizer.json +1551 -0
- tokenizer_config.json +953 -0
- vocab.json +109 -0
README.md
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@@ -0,0 +1,49 @@
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| 1 |
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---
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license: mit
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language:
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- und # ISO 639-3 code or "und" if not identifiable
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tags:
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- tokenizer
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- bpe
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- flexitok
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- fineweb2
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---
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# Byte-Level BPE Tokenizer: numeric (0K)
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A **Byte-Level BPE** tokenizer trained on **numeric** data from Fineweb-2-HQ.
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## Training Details
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| Parameter | Value |
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|-----------|-------|
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| Algorithm | Byte-Level BPE |
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| Language | `numeric` |
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| 22 |
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| Target Vocab Size | 107 |
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| 23 |
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| Final Vocab Size | 107 |
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| 24 |
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| Pre-tokenizer | byte_level |
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| Number handling | rtl_2digit |
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| Contraction handling | False |
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| Normalizer | NONE |
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| Special Tokens | `<s>`, `</s>`, `<pad>`, `<unk>` |
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| Training Shards | 1 |
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## Usage
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```python
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from transformers import AutoTokenizer
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tokenizer = AutoTokenizer.from_pretrained("None")
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tokens = tokenizer.encode("Hello, world!")
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```
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## Files
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- `tokenizer.json` — Full HuggingFace tokenizer
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- `vocab.json` — Vocabulary mapping
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- `merges.txt` — BPE merge rules
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## Sample Encoding
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| Text | Tokens | Token IDs |
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|------|--------|-----------|
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| `12345009 mod 67` | `12, 34, 50, 0, 9, , mod, , 67` | `119, 141, 157, 7, 16, 6, 4, 6, 174` |
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merges.txt
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#version: 0.2
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['Ġ', '0']
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['Ġ', '1']
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['Ġ', '2']
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['Ġ', '3']
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| 6 |
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['Ġ', '4']
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| 7 |
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['Ġ', '5']
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['Ġ', '6']
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['Ġ', '7']
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['Ġ', '8']
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['Ġ', '9']
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['Ġ0', '0']
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['Ġ0', '1']
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['Ġ0', '2']
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['Ġ0', '3']
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['Ġ0', '4']
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['Ġ0', '5']
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| 18 |
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['Ġ0', '6']
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| 19 |
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['Ġ0', '7']
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| 20 |
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['Ġ0', '8']
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| 21 |
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['Ġ0', '9']
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| 22 |
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['Ġ1', '0']
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['Ġ1', '1']
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['Ġ1', '2']
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['Ġ1', '3']
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| 26 |
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['Ġ1', '4']
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| 27 |
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['Ġ1', '5']
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| 28 |
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['Ġ1', '6']
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| 29 |
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['Ġ1', '7']
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| 30 |
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['Ġ1', '8']
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| 31 |
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['Ġ1', '9']
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| 32 |
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['Ġ2', '0']
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| 33 |
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['Ġ2', '1']
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['Ġ2', '2']
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| 35 |
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['Ġ2', '3']
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| 36 |
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['Ġ2', '4']
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| 37 |
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['Ġ2', '5']
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| 38 |
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['Ġ2', '6']
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| 39 |
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['Ġ2', '7']
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| 40 |
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['Ġ2', '8']
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| 41 |
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['Ġ2', '9']
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| 42 |
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['Ġ3', '0']
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| 43 |
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['Ġ3', '1']
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| 44 |
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['Ġ3', '2']
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| 45 |
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['Ġ3', '3']
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| 46 |
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['Ġ3', '4']
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| 47 |
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['Ġ3', '5']
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| 48 |
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['Ġ3', '6']
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| 49 |
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['Ġ3', '7']
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| 50 |
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['Ġ3', '8']
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| 51 |
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['Ġ3', '9']
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| 52 |
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['Ġ4', '0']
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['Ġ4', '1']
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| 54 |
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['Ġ4', '2']
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| 55 |
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['Ġ4', '3']
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| 56 |
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['Ġ4', '4']
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| 57 |
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['Ġ4', '5']
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| 58 |
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['Ġ4', '6']
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| 59 |
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['Ġ4', '7']
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| 60 |
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['Ġ4', '8']
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| 61 |
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['Ġ4', '9']
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| 62 |
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['Ġ5', '0']
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| 63 |
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['Ġ5', '1']
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| 64 |
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['Ġ5', '2']
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| 65 |
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['Ġ5', '3']
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| 66 |
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['Ġ5', '4']
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| 67 |
+
['Ġ5', '5']
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| 68 |
+
['Ġ5', '6']
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| 69 |
+
['Ġ5', '7']
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| 70 |
+
['Ġ5', '8']
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| 71 |
+
['Ġ5', '9']
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| 72 |
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['Ġ6', '0']
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| 73 |
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['Ġ6', '1']
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| 74 |
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['Ġ6', '2']
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| 75 |
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['Ġ6', '3']
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| 76 |
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['Ġ6', '4']
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| 77 |
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['Ġ6', '5']
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| 78 |
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['Ġ6', '6']
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| 79 |
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['Ġ6', '7']
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| 80 |
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['Ġ6', '8']
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| 81 |
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['Ġ6', '9']
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| 82 |
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['Ġ7', '0']
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| 83 |
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['Ġ7', '1']
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| 84 |
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['Ġ7', '2']
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| 85 |
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['Ġ7', '3']
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| 86 |
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['Ġ7', '4']
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| 87 |
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['Ġ7', '5']
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| 88 |
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['Ġ7', '6']
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| 89 |
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['Ġ7', '7']
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| 90 |
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['Ġ7', '8']
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"mod",
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"=",
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" "
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],
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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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"unk_token": "<unk>"
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}
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tokenizer.json
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| 1 |
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| 2 |
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| 3 |
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| 26 |
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| 27 |
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"Ġ",
|
| 1223 |
+
"7"
|
| 1224 |
+
],
|
| 1225 |
+
[
|
| 1226 |
+
"Ġ",
|
| 1227 |
+
"8"
|
| 1228 |
+
],
|
| 1229 |
+
[
|
| 1230 |
+
"Ġ",
|
| 1231 |
+
"9"
|
| 1232 |
+
],
|
| 1233 |
+
[
|
| 1234 |
+
"Ġ0",
|
| 1235 |
+
"0"
|
| 1236 |
+
],
|
| 1237 |
+
[
|
| 1238 |
+
"Ġ0",
|
| 1239 |
+
"1"
|
| 1240 |
+
],
|
| 1241 |
+
[
|
| 1242 |
+
"Ġ0",
|
| 1243 |
+
"2"
|
| 1244 |
+
],
|
| 1245 |
+
[
|
| 1246 |
+
"Ġ0",
|
| 1247 |
+
"3"
|
| 1248 |
+
],
|
| 1249 |
+
[
|
| 1250 |
+
"Ġ0",
|
| 1251 |
+
"4"
|
| 1252 |
+
],
|
| 1253 |
+
[
|
| 1254 |
+
"Ġ0",
|
| 1255 |
+
"5"
|
| 1256 |
+
],
|
| 1257 |
+
[
|
| 1258 |
+
"Ġ0",
|
| 1259 |
+
"6"
|
| 1260 |
+
],
|
| 1261 |
+
[
|
| 1262 |
+
"Ġ0",
|
| 1263 |
+
"7"
|
| 1264 |
+
],
|
| 1265 |
+
[
|
| 1266 |
+
"Ġ0",
|
| 1267 |
+
"8"
|
| 1268 |
+
],
|
| 1269 |
+
[
|
| 1270 |
+
"Ġ0",
|
| 1271 |
+
"9"
|
| 1272 |
+
],
|
| 1273 |
+
[
|
| 1274 |
+
"Ġ1",
|
| 1275 |
+
"0"
|
| 1276 |
+
],
|
| 1277 |
+
[
|
| 1278 |
+
"Ġ1",
|
| 1279 |
+
"1"
|
| 1280 |
+
],
|
| 1281 |
+
[
|
| 1282 |
+
"Ġ1",
|
| 1283 |
+
"2"
|
| 1284 |
+
],
|
| 1285 |
+
[
|
| 1286 |
+
"Ġ1",
|
| 1287 |
+
"3"
|
| 1288 |
+
],
|
| 1289 |
+
[
|
| 1290 |
+
"Ġ1",
|
| 1291 |
+
"4"
|
| 1292 |
+
],
|
| 1293 |
+
[
|
| 1294 |
+
"Ġ1",
|
| 1295 |
+
"5"
|
| 1296 |
+
],
|
| 1297 |
+
[
|
| 1298 |
+
"Ġ1",
|
| 1299 |
+
"6"
|
| 1300 |
+
],
|
| 1301 |
+
[
|
| 1302 |
+
"Ġ1",
|
| 1303 |
+
"7"
|
| 1304 |
+
],
|
| 1305 |
+
[
|
| 1306 |
+
"Ġ1",
|
| 1307 |
+
"8"
|
| 1308 |
+
],
|
| 1309 |
+
[
|
| 1310 |
+
"Ġ1",
|
| 1311 |
+
"9"
|
| 1312 |
+
],
|
| 1313 |
+
[
|
| 1314 |
+
"Ġ2",
|
| 1315 |
+
"0"
|
| 1316 |
+
],
|
| 1317 |
+
[
|
| 1318 |
+
"Ġ2",
|
| 1319 |
+
"1"
|
| 1320 |
+
],
|
| 1321 |
+
[
|
| 1322 |
+
"Ġ2",
|
| 1323 |
+
"2"
|
| 1324 |
+
],
|
| 1325 |
+
[
|
| 1326 |
+
"Ġ2",
|
| 1327 |
+
"3"
|
| 1328 |
+
],
|
| 1329 |
+
[
|
| 1330 |
+
"Ġ2",
|
| 1331 |
+
"4"
|
| 1332 |
+
],
|
| 1333 |
+
[
|
| 1334 |
+
"Ġ2",
|
| 1335 |
+
"5"
|
| 1336 |
+
],
|
| 1337 |
+
[
|
| 1338 |
+
"Ġ2",
|
| 1339 |
+
"6"
|
| 1340 |
+
],
|
| 1341 |
+
[
|
| 1342 |
+
"Ġ2",
|
| 1343 |
+
"7"
|
| 1344 |
+
],
|
| 1345 |
+
[
|
| 1346 |
+
"Ġ2",
|
| 1347 |
+
"8"
|
| 1348 |
+
],
|
| 1349 |
+
[
|
| 1350 |
+
"Ġ2",
|
| 1351 |
+
"9"
|
| 1352 |
+
],
|
| 1353 |
+
[
|
| 1354 |
+
"Ġ3",
|
| 1355 |
+
"0"
|
| 1356 |
+
],
|
| 1357 |
+
[
|
| 1358 |
+
"Ġ3",
|
| 1359 |
+
"1"
|
| 1360 |
+
],
|
| 1361 |
+
[
|
| 1362 |
+
"Ġ3",
|
| 1363 |
+
"2"
|
| 1364 |
+
],
|
| 1365 |
+
[
|
| 1366 |
+
"Ġ3",
|
| 1367 |
+
"3"
|
| 1368 |
+
],
|
| 1369 |
+
[
|
| 1370 |
+
"Ġ3",
|
| 1371 |
+
"4"
|
| 1372 |
+
],
|
| 1373 |
+
[
|
| 1374 |
+
"Ġ3",
|
| 1375 |
+
"5"
|
| 1376 |
+
],
|
| 1377 |
+
[
|
| 1378 |
+
"Ġ3",
|
| 1379 |
+
"6"
|
| 1380 |
+
],
|
| 1381 |
+
[
|
| 1382 |
+
"Ġ3",
|
| 1383 |
+
"7"
|
| 1384 |
+
],
|
| 1385 |
+
[
|
| 1386 |
+
"Ġ3",
|
| 1387 |
+
"8"
|
| 1388 |
+
],
|
| 1389 |
+
[
|
| 1390 |
+
"Ġ3",
|
| 1391 |
+
"9"
|
| 1392 |
+
],
|
| 1393 |
+
[
|
| 1394 |
+
"Ġ4",
|
| 1395 |
+
"0"
|
| 1396 |
+
],
|
| 1397 |
+
[
|
| 1398 |
+
"Ġ4",
|
| 1399 |
+
"1"
|
| 1400 |
+
],
|
| 1401 |
+
[
|
| 1402 |
+
"Ġ4",
|
| 1403 |
+
"2"
|
| 1404 |
+
],
|
| 1405 |
+
[
|
| 1406 |
+
"Ġ4",
|
| 1407 |
+
"3"
|
| 1408 |
+
],
|
| 1409 |
+
[
|
| 1410 |
+
"Ġ4",
|
| 1411 |
+
"4"
|
| 1412 |
+
],
|
| 1413 |
+
[
|
| 1414 |
+
"Ġ4",
|
| 1415 |
+
"5"
|
| 1416 |
+
],
|
| 1417 |
+
[
|
| 1418 |
+
"Ġ4",
|
| 1419 |
+
"6"
|
| 1420 |
+
],
|
| 1421 |
+
[
|
| 1422 |
+
"Ġ4",
|
| 1423 |
+
"7"
|
| 1424 |
+
],
|
| 1425 |
+
[
|
| 1426 |
+
"Ġ4",
|
| 1427 |
+
"8"
|
| 1428 |
+
],
|
| 1429 |
+
[
|
| 1430 |
+
"Ġ4",
|
| 1431 |
+
"9"
|
| 1432 |
+
],
|
| 1433 |
+
[
|
| 1434 |
+
"Ġ5",
|
| 1435 |
+
"0"
|
| 1436 |
+
],
|
| 1437 |
+
[
|
| 1438 |
+
"Ġ5",
|
| 1439 |
+
"1"
|
| 1440 |
+
],
|
| 1441 |
+
[
|
| 1442 |
+
"Ġ5",
|
| 1443 |
+
"2"
|
| 1444 |
+
],
|
| 1445 |
+
[
|
| 1446 |
+
"Ġ5",
|
| 1447 |
+
"3"
|
| 1448 |
+
],
|
| 1449 |
+
[
|
| 1450 |
+
"Ġ5",
|
| 1451 |
+
"4"
|
| 1452 |
+
],
|
| 1453 |
+
[
|
| 1454 |
+
"Ġ5",
|
| 1455 |
+
"5"
|
| 1456 |
+
],
|
| 1457 |
+
[
|
| 1458 |
+
"Ġ5",
|
| 1459 |
+
"6"
|
| 1460 |
+
],
|
| 1461 |
+
[
|
| 1462 |
+
"Ġ5",
|
| 1463 |
+
"7"
|
| 1464 |
+
],
|
| 1465 |
+
[
|
| 1466 |
+
"Ġ5",
|
| 1467 |
+
"8"
|
| 1468 |
+
],
|
| 1469 |
+
[
|
| 1470 |
+
"Ġ5",
|
| 1471 |
+
"9"
|
| 1472 |
+
],
|
| 1473 |
+
[
|
| 1474 |
+
"Ġ6",
|
| 1475 |
+
"0"
|
| 1476 |
+
],
|
| 1477 |
+
[
|
| 1478 |
+
"Ġ6",
|
| 1479 |
+
"1"
|
| 1480 |
+
],
|
| 1481 |
+
[
|
| 1482 |
+
"Ġ6",
|
| 1483 |
+
"2"
|
| 1484 |
+
],
|
| 1485 |
+
[
|
| 1486 |
+
"Ġ6",
|
| 1487 |
+
"3"
|
| 1488 |
+
],
|
| 1489 |
+
[
|
| 1490 |
+
"Ġ6",
|
| 1491 |
+
"4"
|
| 1492 |
+
],
|
| 1493 |
+
[
|
| 1494 |
+
"Ġ6",
|
| 1495 |
+
"5"
|
| 1496 |
+
],
|
| 1497 |
+
[
|
| 1498 |
+
"Ġ6",
|
| 1499 |
+
"6"
|
| 1500 |
+
],
|
| 1501 |
+
[
|
| 1502 |
+
"Ġ6",
|
| 1503 |
+
"7"
|
| 1504 |
+
],
|
| 1505 |
+
[
|
| 1506 |
+
"Ġ6",
|
| 1507 |
+
"8"
|
| 1508 |
+
],
|
| 1509 |
+
[
|
| 1510 |
+
"Ġ6",
|
| 1511 |
+
"9"
|
| 1512 |
+
],
|
| 1513 |
+
[
|
| 1514 |
+
"Ġ7",
|
| 1515 |
+
"0"
|
| 1516 |
+
],
|
| 1517 |
+
[
|
| 1518 |
+
"Ġ7",
|
| 1519 |
+
"1"
|
| 1520 |
+
],
|
| 1521 |
+
[
|
| 1522 |
+
"Ġ7",
|
| 1523 |
+
"2"
|
| 1524 |
+
],
|
| 1525 |
+
[
|
| 1526 |
+
"Ġ7",
|
| 1527 |
+
"3"
|
| 1528 |
+
],
|
| 1529 |
+
[
|
| 1530 |
+
"Ġ7",
|
| 1531 |
+
"4"
|
| 1532 |
+
],
|
| 1533 |
+
[
|
| 1534 |
+
"Ġ7",
|
| 1535 |
+
"5"
|
| 1536 |
+
],
|
| 1537 |
+
[
|
| 1538 |
+
"Ġ7",
|
| 1539 |
+
"6"
|
| 1540 |
+
],
|
| 1541 |
+
[
|
| 1542 |
+
"Ġ7",
|
| 1543 |
+
"7"
|
| 1544 |
+
],
|
| 1545 |
+
[
|
| 1546 |
+
"Ġ7",
|
| 1547 |
+
"8"
|
| 1548 |
+
]
|
| 1549 |
+
]
|
| 1550 |
+
}
|
| 1551 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,953 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<unk>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<s>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<pad>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"4": {
|
| 36 |
+
"content": "mod",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"5": {
|
| 44 |
+
"content": "=",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
},
|
| 51 |
+
"6": {
|
| 52 |
+
"content": " ",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": false,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": true
|
| 58 |
+
},
|
| 59 |
+
"7": {
|
| 60 |
+
"content": "0",
|
| 61 |
+
"lstrip": false,
|
| 62 |
+
"normalized": true,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
| 65 |
+
"special": false
|
| 66 |
+
},
|
| 67 |
+
"8": {
|
| 68 |
+
"content": "1",
|
| 69 |
+
"lstrip": false,
|
| 70 |
+
"normalized": true,
|
| 71 |
+
"rstrip": false,
|
| 72 |
+
"single_word": false,
|
| 73 |
+
"special": false
|
| 74 |
+
},
|
| 75 |
+
"9": {
|
| 76 |
+
"content": "2",
|
| 77 |
+
"lstrip": false,
|
| 78 |
+
"normalized": true,
|
| 79 |
+
"rstrip": false,
|
| 80 |
+
"single_word": false,
|
| 81 |
+
"special": false
|
| 82 |
+
},
|
| 83 |
+
"10": {
|
| 84 |
+
"content": "3",
|
| 85 |
+
"lstrip": false,
|
| 86 |
+
"normalized": true,
|
| 87 |
+
"rstrip": false,
|
| 88 |
+
"single_word": false,
|
| 89 |
+
"special": false
|
| 90 |
+
},
|
| 91 |
+
"11": {
|
| 92 |
+
"content": "4",
|
| 93 |
+
"lstrip": false,
|
| 94 |
+
"normalized": true,
|
| 95 |
+
"rstrip": false,
|
| 96 |
+
"single_word": false,
|
| 97 |
+
"special": false
|
| 98 |
+
},
|
| 99 |
+
"12": {
|
| 100 |
+
"content": "5",
|
| 101 |
+
"lstrip": false,
|
| 102 |
+
"normalized": true,
|
| 103 |
+
"rstrip": false,
|
| 104 |
+
"single_word": false,
|
| 105 |
+
"special": false
|
| 106 |
+
},
|
| 107 |
+
"13": {
|
| 108 |
+
"content": "6",
|
| 109 |
+
"lstrip": false,
|
| 110 |
+
"normalized": true,
|
| 111 |
+
"rstrip": false,
|
| 112 |
+
"single_word": false,
|
| 113 |
+
"special": false
|
| 114 |
+
},
|
| 115 |
+
"14": {
|
| 116 |
+
"content": "7",
|
| 117 |
+
"lstrip": false,
|
| 118 |
+
"normalized": true,
|
| 119 |
+
"rstrip": false,
|
| 120 |
+
"single_word": false,
|
| 121 |
+
"special": false
|
| 122 |
+
},
|
| 123 |
+
"15": {
|
| 124 |
+
"content": "8",
|
| 125 |
+
"lstrip": false,
|
| 126 |
+
"normalized": true,
|
| 127 |
+
"rstrip": false,
|
| 128 |
+
"single_word": false,
|
| 129 |
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| 940 |
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| 941 |
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|
| 943 |
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|
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|
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|
| 952 |
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|
| 953 |
+
}
|
vocab.json
ADDED
|
@@ -0,0 +1,109 @@
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Ġ41": 69,
|
| 3 |
+
"Ġ70": 98,
|
| 4 |
+
"Ġ22": 50,
|
| 5 |
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|
| 6 |
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"Ġ42": 70,
|
| 7 |
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"Ġ12": 40,
|
| 8 |
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"Ġ0": 18,
|
| 9 |
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