[Bug fixes] update chatglm tokenizer by wj-Mcat · Pull Request #7797 · PaddlePaddle/PaddleNLP

wj-Mcat · 2024-01-08T07:40:32Z

PR types

Bug fixes

PR changes

Tokenizer

Description

更新 chatglm2、3 的 tokenzier

paddle-bot · 2024-01-08T07:40:37Z

Thanks for your contribution!

wj-Mcat · 2024-01-09T13:53:14Z

当前代码测试 chatglm 的 tokenizer

from paddlenlp.transformers import AutoTokenizer

def print_special_tokens(tokenizer):
    tokens = ["[MASK]", "[gMASK]", "[sMASK]", "sop", "eop"]
    role_special_tokens = ["<|system|>", "<|user|>", "<|assistant|>", "<|observation|>"]
    tokens = tokens + role_special_tokens

    for token in tokens:
        print("============================================================")
        print("token ->", token)
        tokens = tokenizer.tokenize(token)
        print("tokens->", tokens)
        ids = tokenizer.convert_tokens_to_ids([token])
        print("ids    ->", ids)

model_names = ["THUDM/chatglm-6b-v1.1", "THUDM/chatglm2-6b", "THUDM/chatglm3-6b"]
for model_name in model_names:
    tokenizer = AutoTokenizer.from_pretrained(model_name)
    print_special_tokens(tokenizer)

日志

/root/paddlejob/workspace/envs_paddle/wjj/lib/python3.8/site-packages/_distutils_hack/__init__.py:33: UserWarning: Setuptools is replacing distutils.
  warnings.warn("Setuptools is replacing distutils.")
�[32m[2024-01-10 15:07:05,338] [    INFO]�[0m - Found /root/.paddlenlp/models/THUDM/chatglm-6b-v1.1/tokenizer_config.json�[0m
�[32m[2024-01-10 15:07:05,339] [    INFO]�[0m - We are using <class 'paddlenlp.transformers.chatglm.tokenizer.ChatGLMTokenizer'> to load 'THUDM/chatglm-6b-v1.1'.�[0m
�[32m[2024-01-10 15:07:05,339] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm-6b-v1.1/ice_text.model�[0m
�[32m[2024-01-10 15:07:05,339] [    INFO]�[0m - Downloading https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm-6b-v1.1/added_tokens.json and saved to /root/.paddlenlp/models/THUDM/chatglm-6b-v1.1/�[0m
�[33m[2024-01-10 15:07:05,388] [ WARNING]�[0m - file<https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm-6b-v1.1/added_tokens.json> not exist�[0m
�[32m[2024-01-10 15:07:05,389] [    INFO]�[0m - Downloading https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm-6b-v1.1/special_tokens_map.json and saved to /root/.paddlenlp/models/THUDM/chatglm-6b-v1.1/�[0m
�[33m[2024-01-10 15:07:05,425] [ WARNING]�[0m - file<https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm-6b-v1.1/special_tokens_map.json> not exist�[0m
�[32m[2024-01-10 15:07:05,425] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm-6b-v1.1/tokenizer_config.json�[0m
�[32m[2024-01-10 15:07:05,425] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm-6b-v1.1/chat_template.json�[0m
============================================================
token -> [MASK]
tokens-> ['[MASK]']
ids    -> [130000]
============================================================
token -> [gMASK]
tokens-> ['▁[', 'g', 'MASK', ']']
ids    -> [130001]
============================================================
token -> [sMASK]
tokens-> ['▁[', 's', 'MASK', ']']
ids    -> [130002]
============================================================
token -> sop
tokens-> ['▁so', 'p']
ids    -> [0]
============================================================
token -> eop
tokens-> ['▁e', 'op']
ids    -> [0]
============================================================
token -> <|system|>
tokens-> ['▁<', '|', 'system', '|', '>']
ids    -> [0]
============================================================
token -> <|user|>
tokens-> ['▁<', '|', 'user', '|', '>']
ids    -> [0]
============================================================
token -> <|assistant|>
tokens-> ['▁<', '|', 'assistant', '|', '>']
ids    -> [0]
============================================================
token -> <|observation|>
tokens-> ['▁<', '|', 'observation', '|', '>']
ids    -> [0]
�[32m[2024-01-10 15:07:05,610] [    INFO]�[0m - Found /root/.paddlenlp/models/THUDM/chatglm2-6b/tokenizer_config.json�[0m
�[32m[2024-01-10 15:07:05,613] [    INFO]�[0m - We are using <class 'paddlenlp.transformers.chatglm_v2.tokenizer.ChatGLMv2Tokenizer'> to load 'THUDM/chatglm2-6b'.�[0m
�[32m[2024-01-10 15:07:05,614] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm2-6b/tokenizer.model�[0m
�[32m[2024-01-10 15:07:05,614] [    INFO]�[0m - Downloading https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm2-6b/added_tokens.json and saved to /root/.paddlenlp/models/THUDM/chatglm2-6b/�[0m
�[33m[2024-01-10 15:07:05,649] [ WARNING]�[0m - file<https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm2-6b/added_tokens.json> not exist�[0m
�[32m[2024-01-10 15:07:05,649] [    INFO]�[0m - Downloading https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm2-6b/special_tokens_map.json and saved to /root/.paddlenlp/models/THUDM/chatglm2-6b/�[0m
�[33m[2024-01-10 15:07:05,693] [ WARNING]�[0m - file<https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm2-6b/special_tokens_map.json> not exist�[0m
�[32m[2024-01-10 15:07:05,694] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm2-6b/tokenizer_config.json�[0m
�[32m[2024-01-10 15:07:05,694] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm2-6b/chat_template.json�[0m
============================================================
token -> [MASK]
tokens-> ['[MASK]']
ids    -> [64789]
============================================================
token -> [gMASK]
tokens-> ['[gMASK]']
ids    -> [64790]
============================================================
token -> [sMASK]
tokens-> ['[sMASK]']
ids    -> [64791]
============================================================
token -> sop
tokens-> ['sop']
ids    -> [64792]
============================================================
token -> eop
tokens-> ['eop']
ids    -> [64793]
============================================================
token -> <|system|>
tokens-> ['▁<', '|', 'system', '|', '>']
ids    -> [0]
============================================================
token -> <|user|>
tokens-> ['▁<', '|', 'user', '|', '>']
ids    -> [0]
============================================================
token -> <|assistant|>
tokens-> ['▁<', '|', 'ass', 'istant', '|', '>']
ids    -> [0]
============================================================
token -> <|observation|>
tokens-> ['▁<', '|', 'ob', 'serv', 'ation', '|', '>']
ids    -> [0]
�[32m[2024-01-10 15:07:05,729] [    INFO]�[0m - Found /root/.paddlenlp/models/THUDM/chatglm3-6b/tokenizer_config.json�[0m
�[32m[2024-01-10 15:07:05,729] [    INFO]�[0m - We are using <class 'paddlenlp.transformers.chatglm_v2.tokenizer.ChatGLMv2Tokenizer'> to load 'THUDM/chatglm3-6b'.�[0m
�[32m[2024-01-10 15:07:05,730] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm3-6b/tokenizer.model�[0m
�[32m[2024-01-10 15:07:05,730] [    INFO]�[0m - Downloading https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm3-6b/added_tokens.json and saved to /root/.paddlenlp/models/THUDM/chatglm3-6b/�[0m
�[33m[2024-01-10 15:07:05,770] [ WARNING]�[0m - file<https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm3-6b/added_tokens.json> not exist�[0m
�[32m[2024-01-10 15:07:05,771] [    INFO]�[0m - Downloading https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm3-6b/special_tokens_map.json and saved to /root/.paddlenlp/models/THUDM/chatglm3-6b/�[0m
�[33m[2024-01-10 15:07:05,806] [ WARNING]�[0m - file<https://bj.bcebos.com/paddlenlp/models/community/THUDM/chatglm3-6b/special_tokens_map.json> not exist�[0m
�[32m[2024-01-10 15:07:05,806] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm3-6b/tokenizer_config.json�[0m
�[32m[2024-01-10 15:07:05,806] [    INFO]�[0m - Already cached /root/.paddlenlp/models/THUDM/chatglm3-6b/chat_template.json�[0m
============================================================
token -> [MASK]
tokens-> ['[MASK]']
ids    -> [64789]
============================================================
token -> [gMASK]
tokens-> ['[gMASK]']
ids    -> [64790]
============================================================
token -> [sMASK]
tokens-> ['[sMASK]']
ids    -> [64791]
============================================================
token -> sop
tokens-> ['sop']
ids    -> [64792]
============================================================
token -> eop
tokens-> ['eop']
ids    -> [64793]
============================================================
token -> <|system|>
tokens-> ['<|system|>']
ids    -> [64794]
============================================================
token -> <|user|>
tokens-> ['<|user|>']
ids    -> [64795]
============================================================
token -> <|assistant|>
tokens-> ['<|assistant|>']
ids    -> [64796]
============================================================
token -> <|observation|>
tokens-> ['<|observation|>']
ids    -> [64797]

codecov · 2024-01-10T10:01:53Z

Codecov Report

Attention: 2 lines in your changes are missing coverage. Please review.

Comparison is base (17acf22) 57.42% compared to head (ebe8c6d) 56.96%.
Report is 19 commits behind head on develop.

Files	Patch %	Lines
paddlenlp/transformers/chatglm_v2/tokenizer.py	90.00%	2 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #7797      +/-   ##
===========================================
- Coverage    57.42%   56.96%   -0.46%     
===========================================
  Files          585      587       +2     
  Lines        87976    88647     +671     
===========================================
- Hits         50517    50498      -19     
- Misses       37459    38149     +690

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

JunnYu

LGTM

* update chatglm tokenizer * update chatglm2 tokenizer * update chatglm2 tokenizer * update max & src slider * add chatglm2 tokenizer

update chatglm tokenizer

02e5efd

update chatglm2 tokenizer

33f56e6

wj-Mcat added 3 commits January 11, 2024 09:40

update chatglm2 tokenizer

4d6e95d

update max & src slider

eaba31a

add chatglm2 tokenizer

ebe8c6d

wj-Mcat marked this pull request as ready for review January 12, 2024 07:35

JunnYu approved these changes Jan 12, 2024

View reviewed changes

JunnYu merged commit b44f888 into PaddlePaddle:develop Jan 12, 2024

JunnYu pushed a commit that referenced this pull request Jan 12, 2024

[Bug fixes] update chatglm tokenizer (#7797)

0bd7b55

* update chatglm tokenizer * update chatglm2 tokenizer * update chatglm2 tokenizer * update max & src slider * add chatglm2 tokenizer

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[Bug fixes] update chatglm tokenizer#7797

[Bug fixes] update chatglm tokenizer#7797
JunnYu merged 5 commits into
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wj-Mcat:update-chatglm2-tokenizer

wj-Mcat commented Jan 8, 2024

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wj-Mcat commented Jan 9, 2024 •

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wj-Mcat commented Jan 8, 2024

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wj-Mcat commented Jan 9, 2024 •

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