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README.md

@@ -47,4 +47,8 @@ tokens = tokenizer.encode("Hello, world!")
 ## Sample Encoding
 | Text | Tokens | Token IDs |
 |------|--------|-----------|
-| `yirmi iki+dokuz=otuz bir\ntwenty two+nine=thirty one` | `y, i, r, m, i, Ġ, i, k, i, +, d, o, k, u, z, =, o, t, u, z` | `91, 75, 84, 79, 75, 223, 75, 77, 75, 3, 70, 81, 77, 87, 92, 4, 81, 86, 87, 92` |
+| `yirmi iki+dokuz=otuz bir\ntwenty two+nine=thirty one` | `y, i, r, m, i, Ġ, i, k, i, +, d, o, k, u, z, =, o, t, u, z` | `91, 75, 84, 79, 75, 223, 75, 77, 75, 13, 70, 81, 77, 87, 92, 31, 81, 86, 87, 92` |
+
+Command used to create this tokenizer:
+```bash
+['/home/gsa/tokenizers2/flexitok/tokenizer_training/train_tokenizers.py', 'algorithm=bpe', 'vocab_size=2000', 'langs=[eng_Latn]', 'data_dir=/scratch/gsa/data/multilingual-addition/', 'output_dir=/scratch/gsa/trained_tokenizers/multilingual_addition', 'pretokenizer=custom:addition', 'number_handling=ltr_3digit', 'add_numbers=false', 'handle_contractions=false', 'unicode_normalization=nfc', 'use_byte_level_regex=false', 'byte_fallback=false', 'strip_zero_width=false', 'cjk_char_split=false', 'add_cjk_chars=false', 'max_lines=-1', 'test_string=yirmi iki+dokuz=otuz bir\\ntwenty two+nine=thirty one', 'hf.publish_to_hf=true', 'hf_repo_prefix=flexitok/', 'hf.hf_repo_id=flexitok/maddition_eng_Latn_2000', 'hf.collections=[flexitok/multilingual_addition_tokenizers]']

special_tokens_map.json

@@ -1,8 +1,4 @@
 {
-  "additional_special_tokens": [
-    "+",
-    "="
-  ],
   "bos_token": "<s>",
   "eos_token": "</s>",
   "pad_token": "<pad>"

tokenizer.json

@@ -29,24 +29,6 @@
       "rstrip": false,
       "normalized": false,
       "special": true
-    },
-    {
-      "id": 3,
-      "content": "+",
-      "single_word": false,
-      "lstrip": false,
-      "rstrip": false,
-      "normalized": false,
-      "special": true
-    },
-    {
-      "id": 4,
-      "content": "=",
-      "single_word": false,
-      "lstrip": false,
-      "rstrip": false,
-      "normalized": false,
-      "special": true
     }
   ],
   "normalizer": {
@@ -99,35 +81,35 @@
       "<s>": 0,
       "</s>": 1,
       "<pad>": 2,
-      "+": 3,
-      "=": 4,
-      "!": 5,
-      "\"": 6,
-      "#": 7,
-      "$": 8,
-      "%": 9,
-      "&": 10,
-      "'": 11,
-      "(": 12,
-      ")": 13,
-      "*": 14,
-      ",": 15,
-      "-": 16,
-      ".": 17,
-      "/": 18,
-      "0": 19,
-      "1": 20,
-      "2": 21,
-      "3": 22,
-      "4": 23,
-      "5": 24,
-      "6": 25,
-      "7": 26,
-      "8": 27,
-      "9": 28,
-      ":": 29,
-      ";": 30,
-      "<": 31,
+      "!": 3,
+      "\"": 4,
+      "#": 5,
+      "$": 6,
+      "%": 7,
+      "&": 8,
+      "'": 9,
+      "(": 10,
+      ")": 11,
+      "*": 12,
+      "+": 13,
+      ",": 14,
+      "-": 15,
+      ".": 16,
+      "/": 17,
+      "0": 18,
+      "1": 19,
+      "2": 20,
+      "3": 21,
+      "4": 22,
+      "5": 23,
+      "6": 24,
+      "7": 25,
+      "8": 26,
+      "9": 27,
+      ":": 28,
+      ";": 29,
+      "<": 30,
+      "=": 31,
       ">": 32,
       "?": 33,
       "@": 34,

tokenizer_config.json

@@ -23,28 +23,8 @@
       "rstrip": false,
       "single_word": false,
       "special": true
-    },
-    "3": {
-      "content": "+",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "4": {
-      "content": "=",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
     }
   },
-  "additional_special_tokens": [
-    "+",
-    "="
-  ],
   "bos_token": "<s>",
   "clean_up_tokenization_spaces": false,
   "eos_token": "</s>",

vocab.json

@@ -1,411 +1,411 @@
 {
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-  "gh": 277,
-  "ninety-one": 332,
-  "n": 80,
-  "[": 61,
-  ">": 32,
-  "sixty-four": 355,
-  "¢": 98,
-  "ve": 269,
-  "seventy-eight": 345,
+  "a": 67,
+  "ļ": 251,
+  "?": 33,
+  "thirty-four": 373,
+  "hu": 262,
+  "seventy-three": 347,
+  "U": 55,
   "seventy-six": 344,
-  "x": 90,
-  "fifty-": 307,
-  "ĩ": 232,
-  ")": 13,
-  "fifty-one": 377,
-  "Ľ": 252,
-  "IJ": 241,
-  "¥": 101,
-  "H": 42,
-  "é": 168,
-  "ä": 163,
+  "thirty-one": 368,
   "W": 57,
-  "5": 24,
-  "ix": 278,
-  "z": 92,
-  "ę": 216,
-  "S": 53,
+  "í": 172,
+  "three": 289,
+  "thirty-": 306,
+  "<": 30,
   "eighty-eight": 363,
+  "`": 66,
+  "gh": 277,
+  "ninety-nine": 333,
+  "ñ": 176,
+  "Ĉ": 199,
+  "</s>": 1,
+  "forty-four": 391,
+  "th": 270,
   "ø": 183,
-  "Ý": 156,
-  "ninety-eight": 336,
-  "Ã": 130,
-  "ý": 188,
+  "Ù": 152,
+  "forty-seven": 388,
+  "ħ": 230,
+  "fifty-one": 377,
+  "fifteen": 329,
+  "Č": 203,
+  "ninety-four": 337,
+  "ô": 179,
+  "eighty-three": 365,
+  "{": 93,
   "ij": 242,
-  "ı": 240,
-  "ç": 166,
-  "³": 114,
-  "four": 287,
-  "l": 78,
-  "Ğ": 221,
-  "J": 44,
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-  "Ď": 205,
-  "re": 260,
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