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tokenizer-arena
File size: 33,770 Bytes 
2bd606a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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```sh
###################################
ClueAI/ChatYuan-large-v2, <class 'tokenizers.models.Unigram'>
reversible: false; unk_token: <unk>, 2, unk_ratio: 0.2000; oov: []
text[7]     = "Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[7] = "<unk>амглав<unk> у<unk>равления развития; <unk> <unk> 15~17<unk> <unk> 3<unk>; 確実に春が近づいてること; a közoktatással? _ Belföld; pum<unk>, i vjet<unk>r, vjeç; <unk>ا<unk> <unk> <unk>ا<unk> ; <unk> <unk> <unk> <unk> <unk> <unk>; <unk> <unk> ; <unk>зейн<unk>я асо<unk>:; <unk> <unk> <unk> <unk>; <unk>;<unk>"


###################################
ClueAI/PromptCLUE-base, <class 'tokenizers.models.Unigram'>
reversible: false; unk_token: <unk>, 2, unk_ratio: 0.2000; oov: []
text[7]     = "Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[7] = "<unk>амглав<unk> у<unk>равления развития; <unk> <unk> 15~17<unk> <unk> 3<unk>; 確実に春が近づいてること; a közoktatással? _ Belföld; pum<unk>, i vjet<unk>r, vjeç; <unk>ا<unk> <unk> <unk>ا<unk> ; <unk> <unk> <unk> <unk> <unk> <unk>; <unk> <unk> ; <unk>зейн<unk>я асо<unk>:; <unk> <unk> <unk> <unk>; <unk>;<unk>"
###################################
CohereForAI/aya-101, <class 'tokenizers.models.Unigram'>
reversible: false; unk_token: <unk>, 2, unk_ratio: 0.0079; oov: []
text[73]     = " a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[73] = "a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; <unk>❤❥웃유♋☮✊;װיקיװערטערבוך"
###################################
FacebookAI/xlm-roberta-base, <class 'tokenizers.models.Unigram'>
reversible: false; unk_token: <unk>, 3, unk_ratio: 0.0096; oov: []
text[73]     = " a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[73] = "a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; <unk>❤❥웃유♋☮✊;װיקיװערטערבוך"
###################################
OrionStarAI/Orion-14B-Chat, sp_model, byte_num: 0
reversible: false; unk_token: <unk>, 0, unk_ratio: 0.0495; oov: []
text[71]     = ";  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[71] = "；  a közoktatással? _ Belföld; pumë, i vjetër, vjeç;  ئ<unk>  ⁇ ردوغان <unk> ⁇  قىرغىزىستان ; निम्न में से कौन सा हारडवेयर;  ተለ<unk>  ⁇ ጭ የግድግ<unk> ⁇  ; Дзейныя асобы:;  « <unk>  ⁇  <unk>  ⁇  <unk> ⁇ ;  \t\n <unk> ⁇ ❤❥웃유♋☮✊; <unk>  ⁇ יקי<unk> ⁇ ערטערבוך "
###################################
THUDM/chatglm-6b, byte_num: 256
reversible: false; unk_token: <unk>, 0, unk_ratio: 0.0000; oov: []
text[237]     = "\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[237] = " 🦙❤❥웃유♋☮✊;װיקיװערטערבוך"
###################################
abeja/gpt-neox-japanese-2.7b, japanese-bpe: https://github.com/tanreinama/Japanese-BPEEncoder_V2
reversible: false; unk_token: <|endoftext|>, 31999, unk_ratio: 0.0000; oov: []
text[7]     = "Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[7] = "���������������� �������������������� ����������������; ������ ������ 15~17��� ��������� 3������; 確実に春が近づいてること;  a k��zoktat��ssal? _ Belf��ld; pum��, i vjet��r, vje��; ���������������� ���� ���������������������� ; ��������������� ��������� ������ ��������� ������ ������������������������; ��������������� ��������������� ; �������������� ����������:; ǀ ��������������������������� ��������������� ���������������; \t\n\n🐯❤‖������🟥🟥🤚;��������������������������"


###################################
baichuan-inc/Baichuan-7B, sp_model, byte_num: 256
reversible: false; unk_token: <unk>, 0, unk_ratio: 0.0000; oov: []
text[237]     = "\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[237] = " 🦙❤❥웃유♋☮✊;װיקיװערטערבוך "
###################################
ckiplab/gpt2-base-chinese, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.1185; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; замглавы управления развития ; 특히 주소 15 ~ 17번 홀에선 3연속 ; 確 実 に 春 か 近 ついてること ; a kozoktatassal? _ belfold ; pume, i vjeter, vjec ; [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; [UNK] [UNK] ; дзеиныя асобы : ; « [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"


###################################
cl-tohoku/bert-base-japanese, wordpiece.MecabTokenizer, 支持byte-level https://github.com/polm/fugashi
reversible: false; unk_token: [UNK], 1, unk_ratio: 0.3951; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; [UNK] [UNK] [UNK] ; [UNK] [UNK] 15 ~ 17 [UNK] [UNK] 3 [UNK] ; 確実 に 春 が 近づい てる こと ; a közoktatással? _ Belföld ; [UNK], i [UNK], vjeç ; [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; [UNK] [UNK] ; [UNK] [UNK] :; [UNK] [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK]"


###################################
clue/roberta_chinese_clue_tiny, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.3580; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; [UNK] [UNK] [UNK] ; [UNK] [UNK] 15 ~ [UNK] [UNK] [UNK] ; [UNK] 実 [UNK] 春 [UNK] 近 [UNK] ; a kozoktatassal? _ belfold ; pume, i vjeter, vjec ; [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; [UNK] [UNK] ; [UNK] асобы : ; « [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"


###################################
dbmdz/bert-base-german-uncased, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 101, unk_ratio: 0.4459; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; [UNK] [UNK] [UNK] ; [UNK] [UNK] 15 ~ [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; a kozoktatassal? _ belfold ; pume, i vjeter, vjec ; [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; [UNK] [UNK] ; [UNK] [UNK] : ; « [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"
###################################
deepseek-ai/deepseek-coder-33b-instruct, <class 'tokenizers.models.BPE'>
reversible: false; unk_token: None, None, unk_ratio: 0.0000; oov: []
text[77]     = "özoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[77] = "�zoktatással? _ Belf�ld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך "
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
[2024-05-12 00:30:36] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer eson/kplug-base-encoder
###################################
deepseek-ai/deepseek-llm-7b-base, <class 'tokenizers.models.BPE'>
reversible: false; unk_token: None, None, unk_ratio: 0.0000; oov: []
text[77]     = "özoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[77] = "�zoktatással? _ Belf�ld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך "
[2024-05-12 00:30:56] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer fnlp/moss-moon-003-sft
###################################
eson/kplug-base-encoder, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.3625; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; [UNK] [UNK] [UNK] ; [UNK] [UNK] 15 ~ [UNK] [UNK] [UNK] ; [UNK] 実 [UNK] 春 [UNK] 近 [UNK] ; a kozoktatassal? _ belfold ; pume, i vjeter, vjec ; [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; [UNK] [UNK] ; [UNK] асобы : ; « [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
[2024-05-12 00:31:36] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google-bert/bert-base-cased
###################################
fnlp/moss-moon-003-sft, 应该是 sentencepiece.byte_bpe,待确认
reversible: false; unk_token: <|endoftext|>, 106028, unk_ratio: 0.0000; oov: []
text[74]     = "a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[74] = "  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך "
###################################
google-bert/bert-base-cased, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.1732; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; Замглавы управления развития ; [UNK] [UNK] 15 ~ [UNK] [UNK] [UNK] ; [UNK] [UNK] に [UNK] [UNK] [UNK] [UNK] ; a közoktatással? _ Belföld ; pumë, i vjetër, vjeç ; [UNK] [UNK] قىرغىزىستان ; निम्न में से [UNK] सा [UNK] ; [UNK] [UNK] ; Дзейныя асобы : ; « [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"
[2024-05-12 00:31:56] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google-bert/bert-base-chinese
[2024-05-12 00:32:16] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google-bert/bert-base-german-cased
###################################
google-bert/bert-base-chinese, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.3704; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; [UNK] управления развития ; [UNK] [UNK] 15 ~ [UNK] [UNK] [UNK] ; 確 実 に 春 [UNK] 近 [UNK] ; a [UNK]? _ [UNK] ; [UNK], i [UNK], [UNK] ; [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; [UNK] [UNK] ; [UNK] асобы : ; « [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"
###################################
google-bert/bert-base-german-cased, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 2, unk_ratio: 0.5938; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; [UNK] [UNK] [UNK] ; [UNK] [UNK] 15 ~ [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; a [UNK]? _ Belföld ; [UNK], i [UNK], [UNK] ; [UNK] [UNK] [UNK] ; [UNK] [UNK] [UNK] [UNK] [UNK] [UNK] ; [UNK] [UNK] ; [UNK] [UNK] : ; [UNK] [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"
[2024-05-12 00:32:36] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google-bert/bert-base-multilingual-cased
[2024-05-12 00:32:57] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google-bert/bert-base-multilingual-uncased
###################################
google-bert/bert-base-multilingual-cased, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.0531; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; Замглавы управления развития ; 특히 주소 15 ~ 17번 홀에선 3연속 ; 確 実 に 春 が 近 づいてること ; a közoktatással? _ Belföld ; pumë, i vjetër, vjeç ; [UNK] [UNK] قىرغىزىستان ; निम्न में से कौन सा हारडवेयर ; [UNK] [UNK] ; Дзейныя асобы : ; « અમરેલીનાં મહિલા વિકાસ ; [UNK] ; [UNK]"
[2024-05-12 00:33:17] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google-bert/bert-base-uncased
###################################
google-bert/bert-base-multilingual-uncased, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.0360; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; замглавы управления развития ; 특히 주소 15 ~ 17번 홀에선 3연속 ; 確 実 に 春 か 近 ついてること ; a kozoktatassal? _ belfold ; pume, i vjeter, vjec ; يەردوغان ۋە قىرغىزىستان ; निमन म स कौन सा हारडवयर ; [UNK] [UNK] ; дзеиныя асобы : ; « અમરલીના મહિલા વિકાસ ; [UNK] ; [UNK]"
[2024-05-12 00:33:37] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google-t5/t5-large
###################################
google-bert/bert-base-uncased, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.0867; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; замглавы управления развития ; 특히 주소 15 ~ 17번 홀에선 3연속 ; [UNK] [UNK] に 春 か [UNK] ついてること ; a kozoktatassal? _ belfold ; pume, i vjeter, vjec ; [UNK] [UNK] قىرغىزىستان ; निमन म स [UNK] सा हारडवयर ; [UNK] [UNK] ; дзеиныя асобы : ; « [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"
###################################
google-t5/t5-large, <class 'tokenizers.models.Unigram'>
reversible: false; unk_token: <unk>, 2, unk_ratio: 0.2769; oov: []
text[7]     = "Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[7] = "<unk>ам<unk>лав<unk> у<unk>равлени<unk> ра<unk>вити<unk>; <unk> <unk> 15<unk>17<unk> <unk> 3<unk>; <unk>; a közoktatással? _ Belföld; pum<unk>, i vjet<unk>r, vjeç; <unk> <unk> <unk> ; <unk> <unk> <unk> <unk> <unk> <unk>; <unk> <unk> ; <unk>е<unk>н<unk> асо<unk>:; « <unk> <unk> <unk>; <unk>;<unk>"
[2024-05-12 00:34:57] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google/byt5-small
[2024-05-12 00:35:18] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google/gemma-7b
[2024-05-12 00:35:39] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google/mobilebert-uncased
[2024-05-12 00:36:59] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google/mt5-large
###################################
google/mobilebert-uncased, <class 'tokenizers.models.WordPiece'>
reversible: false; unk_token: [UNK], 100, unk_ratio: 0.0867; oov: []
text[5]     = "; Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[5] = " ; замглавы управления развития ; 특히 주소 15 ~ 17번 홀에선 3연속 ; [UNK] [UNK] に 春 か [UNK] ついてること ; a kozoktatassal? _ belfold ; pume, i vjeter, vjec ; [UNK] [UNK] قىرغىزىستان ; निमन म स [UNK] सा हारडवयर ; [UNK] [UNK] ; дзеиныя асобы : ; « [UNK] [UNK] [UNK] ; [UNK] ; [UNK]"
C:\Users\xusong28\Miniconda3\envs\py3.10-torch1.13-hf.latest\lib\site-packages\transformers\convert_slow_tokenizer.py:560: UserWarning: The sentencepiece tokenizer that you are converting to a fast tokenizer uses the byte fallback option which is not implemented in the fast tokenizers. In practice this means that the fast version of the tokenizer can produce unknown tokens whereas the sentencepiece version would have converted these unknown tokens into a sequence of byte tokens matching the original piece of text.
  warnings.warn(
[2024-05-12 00:37:23] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer google/switch-c-2048
###################################
google/mt5-large, <class 'tokenizers.models.Unigram'>
reversible: false; unk_token: <unk>, 2, unk_ratio: 0.0079; oov: []
text[73]     = " a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[73] = "a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; <unk>❤❥웃유♋☮✊;װיקיװערטערבוך"
[2024-05-12 00:37:43] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer hfl/chinese-alpaca-lora-7b
###################################
google/switch-c-2048, <class 'tokenizers.models.Unigram'>
reversible: false; unk_token: <unk>, 2, unk_ratio: 0.2769; oov: []
text[7]     = "Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[7] = "<unk>ам<unk>лав<unk> у<unk>равлени<unk> ра<unk>вити<unk>; <unk> <unk> 15<unk>17<unk> <unk> 3<unk>; <unk>; a közoktatással? _ Belföld; pum<unk>, i vjet<unk>r, vjeç; <unk> <unk> <unk> ; <unk> <unk> <unk> <unk> <unk> <unk>; <unk> <unk> ; <unk>е<unk>н<unk> асо<unk>:; « <unk> <unk> <unk>; <unk>;<unk>"
You are using the default legacy behaviour of the <class 'transformers.models.llama.tokenization_llama.LlamaTokenizer'>. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565
[2024-05-12 00:38:04] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer hfl/chinese-llama-2-7b
[2024-05-12 00:38:25] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer hfl/chinese-llama-lora-7b
[2024-05-12 00:38:46] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer hfl/llama-3-chinese-8b
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
[2024-05-12 00:39:07] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer hpcai-tech/grok-1
[2024-05-12 00:39:28] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer internlm/internlm-chat-7b
[2024-05-12 00:40:09] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer internlm/internlm-xcomposer-7b
[2024-05-12 00:40:31] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer internlm/internlm2-chat-7b
[2024-05-12 00:41:13] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer internlm/internlm2-math-7b
[2024-05-12 00:41:35] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer lmsys/fastchat-t5-3b-v1.0
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
###################################
[2024-05-12 00:41:55] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer meta-llama/Llama-2-7b-chat
lmsys/fastchat-t5-3b-v1.0, sp_model, byte_num: 0
reversible: false; unk_token: <unk>, 2, unk_ratio: 0.2105; oov: []
text[7]     = "Замглавы управления развития; 특히 주소 15~17번 홀에선 3연속; 確実に春が近づいてること;  a közoktatással? _ Belföld; pumë, i vjetër, vjeç; ئەردوغان ۋە قىرغىزىستان ; निम्न में से कौन सा हारडवेयर; ተለዋዋጭ የግድግዳ ; Дзейныя асобы:; « અમરેલીનાં મહિલા વિકાસ; \t\n\r🦙❤❥웃유♋☮✊;װיקיװערטערבוך ",
decoding[7] = "  <unk> ам<unk> лав<unk>   у<unk> равлени<unk>   ра<unk> вити<unk>;   <unk>   <unk>   15<unk> 17<unk>   <unk>   3<unk>;   <unk>;     a   közoktatással?   _   Belföld;   pum<unk>,   i   vjet<unk>r,   vjeç;   <unk>   <unk>   <unk>   ;   <unk>   <unk>   <unk>   <unk>   <unk>   <unk>;   <unk>   <unk>   ;   <unk> е<unk> н<unk>   асо<unk>:;   «   <unk>   <unk>   <unk>;   \t \n <unk> ;<unk>  "
[2024-05-12 00:41:55] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer meta-llama/Meta-Llama-3-8B
[2024-05-12 00:41:55] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer microsoft/Phi-3-mini-4k-instruct
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
[2024-05-12 00:42:16] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer microsoft/phi-1
[2024-05-12 00:42:36] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer microsoft/phi-2
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
[2024-05-12 00:42:56] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer mistralai/Mistral-7B-v0.1
[2024-05-12 00:43:16] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer mistralai/Mixtral-8x7B-v0.1
[2024-05-12 00:43:37] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer openai-community/gpt2
[2024-05-12 00:43:57] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer openai/code-davinci-002
[2024-05-12 00:43:57] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer openai/gpt-3.5-turbo
[2024-05-12 00:43:57] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer openai/gpt-4
[2024-05-12 00:43:57] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer openai/text-davinci-003
[2024-05-12 00:43:57] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer paust/pko-t5-large
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
[2024-05-12 00:44:18] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer thu-coai/CharacterGLM-6B
[2024-05-12 00:44:58] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer tiiuae/falcon-180b
[2024-05-12 00:45:19] [INFO] [34044:7360] [__init__.py:343:load_tokenizer] loading tokenizer tiiuae/falcon-7b

Process finished with exit code 0


```