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Browse files- keural_tokenizer.model +3 -0
- keural_tokenizer.vocab +0 -0
- tokenizer.sha256 +1 -0
- tokenizer_config.json +32 -0
- tokenizer_metadata.json +143 -0
keural_tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:b982818ea2f2057ba791e2006d17683799f1d8ceb9c91322018a638c4ec4b170
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size 2657284
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keural_tokenizer.vocab
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tokenizer.sha256
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b982818ea2f2057ba791e2006d17683799f1d8ceb9c91322018a638c4ec4b170 keural_tokenizer.model
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tokenizer_config.json
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{
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"architectures": [
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"KeuralMoEForCausalLM"
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],
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"model_type": "keural_moe",
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"vocab_size": 131072,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"unk_token_id": 3,
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"tokenizer_class": "SentencePieceTokenizer",
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"sentencepiece_model_file": "keural_tokenizer.model",
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"special_tokens_map": {
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"pad_token": "<pad>",
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"bos_token": "<bos>",
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"eos_token": "<eos>",
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"unk_token": "<unk>"
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},
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"normalization": "nfkc",
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"split_digits": true,
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"byte_fallback": true,
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"max_context_target": 1048576,
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"context_stages": [
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4096,
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8192,
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32768,
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131072,
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262144,
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524288,
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1048576
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]
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}
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tokenizer_metadata.json
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{
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"model_name": "Keural-13B Tokenizer",
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"status": "LOCKED - DO NOT MODIFY AFTER PRETRAINING",
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"created_at": "2026-03-11T11:55:40.906220",
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"corpus": {
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"file": "/home/work/keural-model/keural-model/data/raw/tokenizer_corpus_clean.txt",
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"size_gb": 26.74,
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"total_lines": 4345100,
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"total_chars": 25348127381,
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"estimated_tokens": 6337031845,
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"short_lines_lt_80": 0,
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"long_lines_gt_max_sentence_length": 422538
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},
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"tokenizer": {
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"model_type": "unigram",
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"vocab_size": 131072,
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"character_coverage": 0.9995,
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"byte_fallback": true,
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"split_digits": true,
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"split_by_unicode_script": true,
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"normalization_rule_name": "nfkc",
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"max_sentence_length": 10000,
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"num_threads": 32,
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"train_extremely_large_corpus": true,
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"shuffle_input_sentence": true
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},
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"special_tokens": {
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"pad": {
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"id": 0,
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"piece": "<pad>"
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},
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"bos": {
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"id": 1,
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"piece": "<bos>"
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},
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"eos": {
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"id": 2,
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"piece": "<eos>"
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},
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"unk": {
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"id": 3,
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"piece": "<unk>"
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}
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},
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"training": {
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"elapsed_minutes": 67.4,
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"train_log_file": "/home/work/keural-model/keural-model/data/logs/tokenizer_train_20260311_104736.log",
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"resource_log_file": "/home/work/keural-model/keural-model/data/logs/tokenizer_resources_20260311_104736.jsonl"
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},
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"validation": {
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"english_chars_per_token": 4.15,
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"validation_cases": {
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"korean": {
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"input": "์๋
ํ์ธ์ ์ ๋ ํ๋ด ํ ํฌ๋์ด์ ๋ฅผ ํ
์คํธํฉ๋๋ค.",
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"num_tokens": 10,
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"pieces_preview": [
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"์๋
ํ์ธ์",
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| 58 |
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"โ์ ๋",
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| 59 |
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"โํ",
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"๋ด",
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"โํ ํฌ",
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"๋์ด",
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"์ ๋ฅผ",
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| 64 |
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"โํ
์คํธ",
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"ํฉ๋๋ค",
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"."
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],
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"roundtrip_ok": true
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},
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"english": {
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"input": "Hello, this is a tokenizer validation test for Keural.",
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"num_tokens": 13,
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"pieces_preview": [
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"Hello",
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",",
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| 76 |
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"โthis",
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| 77 |
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"โis",
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| 78 |
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"โa",
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| 79 |
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"โtoken",
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| 80 |
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"izer",
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| 81 |
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"โvalidation",
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| 82 |
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"โtest",
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| 83 |
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"โfor",
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| 84 |
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"โKe",
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| 85 |
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"ural",
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| 86 |
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"."
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],
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"roundtrip_ok": true
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},
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"code": {
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"input": "def hello_world():\n return 42",
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| 92 |
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"num_tokens": 10,
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| 93 |
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"pieces_preview": [
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| 94 |
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"def",
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| 95 |
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"โhello",
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| 96 |
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"_",
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| 97 |
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"world",
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| 98 |
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"():",
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| 99 |
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"<0x0A>",
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| 100 |
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"โreturn",
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| 101 |
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"โ",
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| 102 |
+
"4",
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| 103 |
+
"2"
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| 104 |
+
],
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| 105 |
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"roundtrip_ok": false
|
| 106 |
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},
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| 107 |
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"mixed": {
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| 108 |
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"input": "์๋
ํ์ธ์ world 123 def test(): return True",
|
| 109 |
+
"num_tokens": 11,
|
| 110 |
+
"pieces_preview": [
|
| 111 |
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"์๋
ํ์ธ์",
|
| 112 |
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"โworld",
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| 113 |
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"โ",
|
| 114 |
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"1",
|
| 115 |
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"2",
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| 116 |
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"3",
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| 117 |
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"โdef",
|
| 118 |
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"โtest",
|
| 119 |
+
"():",
|
| 120 |
+
"โreturn",
|
| 121 |
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"โTrue"
|
| 122 |
+
],
|
| 123 |
+
"roundtrip_ok": true
|
| 124 |
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},
|
| 125 |
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"rare_char": {
|
| 126 |
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"input": "๐ ",
|
| 127 |
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"num_tokens": 4,
|
| 128 |
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"pieces_preview": [
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| 129 |
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"<0xF0>",
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"<0xA0>",
|
| 131 |
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"<0x9C>",
|
| 132 |
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"<0x8E>"
|
| 133 |
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],
|
| 134 |
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"roundtrip_ok": true
|
| 135 |
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}
|
| 136 |
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}
|
| 137 |
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},
|
| 138 |
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"immutability": {
|
| 139 |
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"sha256_model": "b982818ea2f2057ba791e2006d17683799f1d8ceb9c91322018a638c4ec4b170",
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| 140 |
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"model_file": "/home/work/keural-model/keural-model/tokenizer/keural_tokenizer.model",
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| 141 |
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"vocab_file": "/home/work/keural-model/keural-model/tokenizer/keural_tokenizer.vocab"
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| 142 |
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}
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}
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