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README.md

@@ -20,7 +20,7 @@ A **Byte-Level BPE** tokenizer trained on **numeric** data from Fineweb-2-HQ.
 | Algorithm | Byte-Level BPE |
 | Language | `numeric` |
 | Target Vocab Size | 10,007 |
-| Final Vocab Size | 9,430 |
+| Final Vocab Size | 10,007 |
 | Pre-tokenizer | byte_level |
 | Number handling | ltr_4digit |
 | Contraction handling | False |
@@ -46,4 +46,4 @@ tokens = tokenizer.encode("Hello, world!")
 ## Sample Encoding
 | Text | Tokens | Token IDs |
 |------|--------|-----------|
-| `1234500119 mod 67` | `1234, 5001, 19,  , mod,  , 67` | `633, 3606, 25, 6, 4, 6, 53` |
+| `123500119 mod 67` | `1235, 00, 11, 9,  , mod,  , 67` | `698, 107, 72, 16, 6, 4, 6, 53` |

merges.txt

@@ -51,33 +51,33 @@
 ['5', '5']
 ['4', '4']
 ['3', '3']
-['9', '8']
 ['2', '2']
+['9', '8']
 ['7', '6']
 ['1', '1']
-['8', '7']
 ['5', '4']
+['8', '7']
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-['4', '3']
+['3', '2']
 ['6', '5']
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+['4', '3']
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-['3', '2']
 ['6', '4']
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-['5', '3']
 ['8', '4']
-['9', '4']
 ['2', '1']
+['5', '3']
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+['3', '1']
 ['5', '2']
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-['3', '1']
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 ['6', '2']
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@@ -396,6 +396,7 @@
 ['33', '1']
 ['33', '2']
 ['33', '3']
+['32', '1']
 ['6', '55']
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@@ -406,97 +407,150 @@
 ['44', '2']
 ['44', '3']
 ['44', '4']
-['32', '1']
 ['54', '1']
 ['54', '2']
 ['54', '3']
 ['43', '1']
-['43', '2']
+['2', '11']
 ['2', '111']
+['3', '22']
+['3', '11']
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 ['3', '221']
 ['3', '222']
+['4', '33']
+['4', '22']
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+['4', '21']
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+['5', '321']
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-['5', '321']
+['6', '44']
+['6', '33']
+['6', '22']
+['6', '11']
+['6', '54']
+['6', '32']
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-['6', '321']
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-['6', '432']
+['7', '44']
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+['7', '43']
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-['7', '321']
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+['8', '321']
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-['8', '321']
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-['8', '432']
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-['9', '321']
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-['9', '432']
+['10', '0']
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+['10', '6']
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@@ -549,33 +603,33 @@
 ['10', '55']
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-['10', '98']
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-['10', '87']
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@@ -597,6 +651,16 @@
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@@ -649,33 +713,33 @@
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@@ -697,6 +761,16 @@
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@@ -749,33 +823,33 @@
 ['13', '55']
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-['13', '98']
 ['13', '22']
+['13', '98']
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-['13', '87']
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-['13', '43']
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@@ -797,6 +871,16 @@
 ['13', '07']
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+['14', '3']
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@@ -849,33 +933,33 @@
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-['14', '98']
 ['14', '22']
+['14', '98']
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-['14', '87']
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-['14', '43']
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+['14', '43']
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 ['14', '95']
-['14', '32']
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-['14', '53']
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-['14', '31']
 ['14', '93']
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@@ -897,6 +981,16 @@
 ['14', '07']
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+['15', '0']
+['15', '1']
+['15', '2']
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@@ -949,33 +1043,33 @@
 ['15', '55']
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 ['15', '33']
-['15', '98']
 ['15', '22']
+['15', '98']
 ['15', '76']
 ['15', '11']
-['15', '87']
 ['15', '54']
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 ['15', '97']
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-['15', '43']
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 ['15', '65']
 ['15', '75']
+['15', '43']
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 ['15', '95']
-['15', '32']
 ['15', '64']
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-['15', '53']
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-['15', '94']
 ['15', '21']
+['15', '53']
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 ['15', '63']
 ['15', '73']
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-['15', '31']
 ['15', '93']
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@@ -997,6 +1091,16 @@
 ['15', '07']
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+['16', '0']
+['16', '1']
+['16', '2']
+['16', '3']
+['16', '4']
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+['16', '6']
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@@ -1049,33 +1153,33 @@
 ['16', '55']
 ['16', '44']
 ['16', '33']
-['16', '98']
 ['16', '22']
+['16', '98']
 ['16', '76']
 ['16', '11']
-['16', '87']
 ['16', '54']
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 ['16', '86']
 ['16', '96']
-['16', '43']
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 ['16', '95']
-['16', '32']
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-['16', '53']
 ['16', '84']
-['16', '94']
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+['16', '53']
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-['16', '31']
 ['16', '93']
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@@ -1097,6 +1201,16 @@
 ['16', '07']
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+['17', '0']
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+['17', '4']
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@@ -1149,33 +1263,33 @@
 ['17', '55']
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 ['17', '33']
-['17', '98']
 ['17', '22']
+['17', '98']
 ['17', '76']
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 ['17', '54']
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-['17', '43']
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 ['17', '85']
 ['17', '95']
-['17', '32']
 ['17', '64']
 ['17', '74']
-['17', '53']
 ['17', '84']
-['17', '94']
 ['17', '21']
+['17', '53']
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 ['17', '63']
 ['17', '73']
 ['17', '42']
+['17', '31']
 ['17', '52']
 ['17', '83']
-['17', '31']
 ['17', '93']
 ['17', '62']
 ['17', '72']
@@ -1197,6 +1311,16 @@
 ['17', '07']
 ['17', '08']
 ['17', '09']
+['18', '0']
+['18', '1']
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@@ -1249,33 +1373,33 @@
 ['18', '55']
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 ['18', '33']
-['18', '98']
 ['18', '22']
+['18', '98']
 ['18', '76']
 ['18', '11']
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-['18', '53']
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+['18', '53']
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 ['18', '52']
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@@ -1297,6 +1421,16 @@
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@@ -1349,33 +1483,33 @@
 ['19', '55']
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-['19', '98']
 ['19', '22']
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 ['19', '76']
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@@ -1397,6 +1531,16 @@
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@@ -1449,33 +1593,33 @@
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@@ -1697,6 +1861,16 @@
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@@ -1749,33 +1923,33 @@
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@@ -1797,6 +1971,16 @@
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@@ -1849,33 +2033,33 @@
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@@ -1897,6 +2081,16 @@
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@@ -1949,33 +2143,33 @@
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@@ -1997,6 +2191,16 @@
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@@ -2049,33 +2253,33 @@
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@@ -2097,6 +2301,16 @@
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@@ -2149,33 +2363,33 @@
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@@ -2197,6 +2411,16 @@
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@@ -2249,33 +2473,33 @@
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@@ -2297,6 +2521,16 @@
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@@ -2349,33 +2583,33 @@
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@@ -2397,6 +2631,16 @@
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@@ -2449,33 +2693,33 @@
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@@ -2497,6 +2741,16 @@
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@@ -2549,33 +2803,33 @@
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@@ -2597,6 +2851,16 @@
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@@ -2649,33 +2913,33 @@
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@@ -2697,6 +2961,16 @@
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@@ -2749,33 +3023,33 @@
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@@ -2797,6 +3071,16 @@
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@@ -2849,33 +3133,33 @@
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@@ -2897,6 +3181,16 @@
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@@ -2949,33 +3243,33 @@
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@@ -2997,6 +3291,16 @@
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@@ -3049,33 +3353,33 @@
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@@ -3097,6 +3401,16 @@
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@@ -3149,33 +3463,33 @@
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@@ -3197,6 +3511,16 @@
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@@ -3249,33 +3573,33 @@
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@@ -3297,6 +3621,16 @@
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@@ -3349,33 +3683,33 @@
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@@ -3549,33 +3903,33 @@
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@@ -5087,6 +5590,14 @@
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@@ -5140,25 +5651,25 @@
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@@ -5167,6 +5678,13 @@
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@@ -5218,25 +5736,31 @@
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@@ -5283,20 +5807,25 @@
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@@ -5338,13 +5867,13 @@
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@@ -5417,6 +5946,33 @@
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@@ -5470,45 +6026,30 @@
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@@ -5554,13 +6095,13 @@
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@@ -5622,51 +6204,20 @@
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@@ -5716,15 +6267,20 @@
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@@ -5770,15 +6326,20 @@
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@@ -5824,42 +6385,36 @@
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@@ -5902,6 +6457,9 @@
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@@ -5944,6 +6502,35 @@
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@@ -5986,6 +6573,9 @@
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@@ -6028,24 +6618,8 @@
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@@ -6079,7 +6653,10 @@
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@@ -6113,33 +6690,10 @@
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@@ -6173,7 +6727,46 @@
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@@ -6207,16 +6800,9 @@
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@@ -6243,6 +6829,7 @@
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@@ -6287,6 +6874,15 @@
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@@ -6331,15 +6927,6 @@
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@@ -9402,13 +9989,3 @@
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