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uet_iai_nlp_data_for_llms

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  1. .gitattributes +14 -0
  2. dedup_3/c4_part1_nontoxic_dedup.json +3 -0
  3. dedup_3/c4_part2_nontoxic_dedup.json +3 -0
  4. dedup_3/c4_part3_1_nontoxic_dedup.json +3 -0
  5. dedup_3/c4_part3_2_nontoxic_dedup.json +3 -0
  6. dedup_3/c4_part3_3_nontoxic_dedup.json +3 -0
  7. dedup_3/c4_part3_4_nontoxic_dedup.json +3 -0
  8. dedup_3/c4_part3_5_nontoxic_dedup.json +3 -0
  9. dedup_3/c4_part4_1_nontoxic_dedup.json +3 -0
  10. dedup_3/c4_part4_2_nontoxic_dedup.json +3 -0
  11. dedup_3/c4_part4_3_nontoxic_dedup.json +3 -0
  12. dedup_3/c4_part4_4_nontoxic_dedup.json +3 -0
  13. dedup_3/c4_part4_5_nontoxic_dedup.json +3 -0
  14. dedup_3/c4_part4_6_nontoxic_dedup.json +3 -0
  15. dedup_3/c4_part4_7_nontoxic_dedup.json +3 -0
  16. dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082516.txt +200 -0
  17. dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082701.txt +188 -0
  18. dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082750.txt +292 -0
  19. dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082837.txt +123 -0
  20. dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082927.txt +0 -0
  21. dedup_3/process.yaml +23 -0
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1
+ 2024-11-18 08:25:19.739 | INFO | data_juicer.config.config:config_backup:635 - Back up the input config file [/workspace/thviet/LLMs/Monolingual/process.yaml] into the work_dir [/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup]
2
+ 2024-11-18 08:25:19.780 | INFO | data_juicer.config.config:display_config:657 - Configuration table:
3
+ ╒══════════════════════════╤══════════════════════════════════════════════════════════════════════════════════════╕
4
+ │ key │ values │
5
+ ╞══════════════════════════╪══════════════════════════════════════════════════════════════════════════════════════╡
6
+ │ config │ [Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)] │
7
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
8
+ │ hpo_config │ None │
9
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
10
+ │ data_probe_algo │ 'uniform' │
11
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
12
+ │ data_probe_ratio │ 1.0 │
13
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
14
+ │ project_name │ 'test-process' │
15
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
16
+ │ executor_type │ 'default' │
17
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
18
+ │ dataset_path │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.json' │
19
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
20
+ │ generated_dataset_config │ None │
21
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
22
+ │ export_path │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.jsonl' │
23
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
24
+ │ export_shard_size │ 0 │
25
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
26
+ │ export_in_parallel │ False │
27
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
28
+ │ keep_stats_in_res_ds │ False │
29
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
30
+ │ keep_hashes_in_res_ds │ False │
31
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
32
+ │ np │ 10 │
33
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
34
+ │ text_keys │ 'text' │
35
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
36
+ │ image_key │ 'images' │
37
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
38
+ │ image_special_token │ '<__dj__image>' │
39
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
40
+ │ audio_key │ 'audios' │
41
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
42
+ │ audio_special_token │ '<__dj__audio>' │
43
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
44
+ │ video_key │ 'videos' │
45
+ ├─���────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
46
+ │ video_special_token │ '<__dj__video>' │
47
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
48
+ │ eoc_special_token │ '<|__dj__eoc|>' │
49
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
50
+ │ suffixes │ [] │
51
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
52
+ │ turbo │ False │
53
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
54
+ │ use_cache │ True │
55
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
56
+ │ ds_cache_dir │ '/home/thviet/.cache/huggingface/datasets' │
57
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
58
+ │ cache_compress │ None │
59
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
60
+ │ use_checkpoint │ False │
61
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
62
+ │ temp_dir │ None │
63
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
64
+ │ open_tracer │ False │
65
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
66
+ │ op_list_to_trace │ [] │
67
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
68
+ │ trace_num │ 10 │
69
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
70
+ │ op_fusion │ False │
71
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
72
+ │ process │ [{'fix_unicode_mapper': {'accelerator': None, │
73
+ │ │ 'audio_key': 'audios', │
74
+ │ │ 'cpu_required': 1, │
75
+ │ │ 'image_key': 'images', │
76
+ │ │ 'mem_required': 0, │
77
+ │ │ 'normalization': None, │
78
+ │ │ 'num_proc': 10, │
79
+ │ │ 'text_key': 'text', │
80
+ │ │ 'turbo': False, │
81
+ │ │ 'video_key': 'videos'}}, │
82
+ │ │ {'sentence_split_mapper': {'accelerator': None, │
83
+ │ │ 'audio_key': 'audios', │
84
+ │ │ 'cpu_required': 1, │
85
+ │ │ 'image_key': 'images', │
86
+ │ │ 'lang': 'vi', │
87
+ │ │ 'mem_required': 0, │
88
+ │ │ 'num_proc': 10, │
89
+ │ │ 'text_key': 'text', │
90
+ │ │ 'turbo': False, │
91
+ │ │ 'video_key': 'videos'}}, │
92
+ │ │ {'language_id_score_filter': {'accelerator': None, │
93
+ │ │ 'audio_key': 'audios', │
94
+ │ │ 'cpu_required': 1, │
95
+ │ │ 'image_key': 'images', │
96
+ │ │ 'lang': 'vi', │
97
+ │ │ 'mem_required': 0, │
98
+ │ │ 'min_score': 0.8, │
99
+ │ │ 'num_proc': 10, │
100
+ │ │ 'stats_export_path': None, │
101
+ │ │ 'text_key': 'text', │
102
+ │ │ 'turbo': False, │
103
+ │ │ 'video_key': 'videos'}}] │
104
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
105
+ │ percentiles │ [] │
106
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
107
+ │ export_original_dataset │ False │
108
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
109
+ │ save_stats_in_one_file │ False │
110
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
111
+ │ ray_address │ 'auto' │
112
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
113
+ │ debug │ False │
114
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
115
+ │ work_dir │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup' │
116
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
117
+ │ timestamp │ '20241118082516' │
118
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
119
+ │ dataset_dir │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup' │
120
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
121
+ │ add_suffix │ False │
122
+ ╘══════════════════════════╧══════════════════════════════════════════════════════════════════════════════════════╛
123
+ 2024-11-18 08:25:19.782 | INFO | data_juicer.core.executor:__init__:45 - Using cache compression method: [None]
124
+ 2024-11-18 08:25:19.782 | INFO | data_juicer.core.executor:__init__:50 - Setting up data formatter...
125
+ 2024-11-18 08:25:19.783 | INFO | data_juicer.core.executor:__init__:73 - Preparing exporter...
126
+ 2024-11-18 08:25:19.783 | INFO | data_juicer.core.executor:run:150 - Loading dataset from data formatter...
127
+
128
+ 2024-11-18 08:25:23.602 | INFO | data_juicer.format.formatter:unify_format:185 - Unifying the input dataset formats...
129
+ 2024-11-18 08:25:23.603 | INFO | data_juicer.format.formatter:unify_format:200 - There are 73362 sample(s) in the original dataset.
130
+
131
+ 2024-11-18 08:25:24.714 | INFO | data_juicer.format.formatter:unify_format:214 - 73362 samples left after filtering empty text.
132
+ 2024-11-18 08:25:24.715 | INFO | data_juicer.format.mixture_formatter:load_dataset:137 - sampled 73362 from 73362
133
+ 2024-11-18 08:25:24.723 | INFO | data_juicer.format.mixture_formatter:load_dataset:143 - There are 73362 in final dataset
134
+ 2024-11-18 08:25:24.724 | INFO | data_juicer.core.executor:run:156 - Preparing process operators...
135
+ 2024-11-18 08:25:24.725 | ERROR | __main__:<module>:19 - An error has been caught in function '<module>', process 'MainProcess' (1264240), thread 'MainThread' (140142906500928):
136
+ Traceback (most recent call last):
137
+
138
+ > File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 19, in <module>
139
+ main()
140
+ └ <function main at 0x7f74486b04c0>
141
+
142
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 15, in main
143
+ executor.run()
144
+ │ └ <function Executor.run at 0x7f74486b0310>
145
+ └ <data_juicer.core.executor.Executor object at 0x7f744833dbd0>
146
+
147
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/core/executor.py", line 157, in run
148
+ ops = load_ops(self.cfg.process, self.cfg.op_fusion)
149
+ │ │ │ │ │ │ └ False
150
+ │ │ │ │ │ └ Namespace(config=[Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)], hpo_config=None, data_probe_algo='uniform', data...
151
+ │ │ │ │ └ <data_juicer.core.executor.Executor object at 0x7f744833dbd0>
152
+ │ │ │ └ [{'fix_unicode_mapper': {'normalization': None, 'text_key': 'text', 'image_key': 'images', 'audio_key': 'audios', 'video_key'...
153
+ │ │ └ Namespace(config=[Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)], hpo_config=None, data_probe_algo='uniform', data...
154
+ │ └ <data_juicer.core.executor.Executor object at 0x7f744833dbd0>
155
+ └ <function load_ops at 0x7f7451883be0>
156
+
157
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/load.py", line 28, in load_ops
158
+ ops.append(OPERATORS.modules[op_name](**args))
159
+ │ │ │ │ │ └ {'lang': 'vi', 'text_key': 'text', 'image_key': 'images', 'audio_key': 'audios', 'video_key': 'videos', 'accelerator': None, ...
160
+ │ │ │ │ └ 'sentence_split_mapper'
161
+ │ │ │ └ <property object at 0x7f74937f6890>
162
+ │ │ └ <data_juicer.utils.registry.Registry object at 0x7f74a76a65c0>
163
+ │ └ <method 'append' of 'list' objects>
164
+ └ [<data_juicer.ops.mapper.fix_unicode_mapper.FixUnicodeMapper object at 0x7f74480dbac0>]
165
+
166
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/mapper/sentence_split_mapper.py", line 27, in __init__
167
+ self.model_key = prepare_model(model_type='nltk', lang=lang)
168
+ │ │ └ 'vi'
169
+ │ └ <function prepare_model at 0x7f749388eb90>
170
+ └ <data_juicer.ops.mapper.sentence_split_mapper.SentenceSplitMapper object at 0x7f74480db790>
171
+
172
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 625, in prepare_model
173
+ model_key()
174
+ └ functools.partial(<function prepare_nltk_model at 0x7f749388e680>, lang='vi')
175
+
176
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 178, in prepare_nltk_model
177
+ assert lang in nltk_to_punkt.keys(
178
+ │ │ └ <method 'keys' of 'dict' objects>
179
+ │ └ {'en': 'english', 'fr': 'french', 'pt': 'portuguese', 'es': 'spanish'}
180
+ └ 'vi'
181
+
182
+ AssertionError: lang must be one of the following: ['en', 'fr', 'pt', 'es']
183
+ Traceback (most recent call last):
184
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 19, in <module>
185
+ main()
186
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/loguru/_logger.py", line 1277, in catch_wrapper
187
+ return function(*args, **kwargs)
188
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 15, in main
189
+ executor.run()
190
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/core/executor.py", line 157, in run
191
+ ops = load_ops(self.cfg.process, self.cfg.op_fusion)
192
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/load.py", line 28, in load_ops
193
+ ops.append(OPERATORS.modules[op_name](**args))
194
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/mapper/sentence_split_mapper.py", line 27, in __init__
195
+ self.model_key = prepare_model(model_type='nltk', lang=lang)
196
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 625, in prepare_model
197
+ model_key()
198
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 178, in prepare_nltk_model
199
+ assert lang in nltk_to_punkt.keys(
200
+ AssertionError: lang must be one of the following: ['en', 'fr', 'pt', 'es']
dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082701.txt ADDED
@@ -0,0 +1,188 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-11-18 08:27:05.268 | INFO | data_juicer.config.config:config_backup:635 - Back up the input config file [/workspace/thviet/LLMs/Monolingual/process.yaml] into the work_dir [/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup]
2
+ 2024-11-18 08:27:05.286 | INFO | data_juicer.config.config:display_config:657 - Configuration table:
3
+ ╒══════════════════════════╤══════════════════════════════════════════════════════════════════════════════════════╕
4
+ │ key │ values │
5
+ ╞══════════════════════════╪══════════════════════════════════════════════════════════════════════════════════════╡
6
+ │ config │ [Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)] │
7
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
8
+ │ hpo_config │ None │
9
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
10
+ │ data_probe_algo │ 'uniform' │
11
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
12
+ │ data_probe_ratio │ 1.0 │
13
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
14
+ │ project_name │ 'test-process' │
15
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
16
+ │ executor_type │ 'default' │
17
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
18
+ │ dataset_path │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.json' │
19
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
20
+ │ generated_dataset_config │ None │
21
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
22
+ │ export_path │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.jsonl' │
23
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
24
+ │ export_shard_size │ 0 │
25
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
26
+ │ export_in_parallel │ False │
27
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
28
+ │ keep_stats_in_res_ds │ False │
29
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
30
+ │ keep_hashes_in_res_ds │ False │
31
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
32
+ │ np │ 10 │
33
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
34
+ │ text_keys │ 'text' │
35
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
36
+ │ image_key │ 'images' │
37
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
38
+ │ image_special_token │ '<__dj__image>' │
39
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
40
+ │ audio_key │ 'audios' │
41
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
42
+ │ audio_special_token │ '<__dj__audio>' │
43
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
44
+ │ video_key │ 'videos' │
45
+ ├─���────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
46
+ │ video_special_token │ '<__dj__video>' │
47
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
48
+ │ eoc_special_token │ '<|__dj__eoc|>' │
49
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
50
+ │ suffixes │ [] │
51
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
52
+ │ turbo │ False │
53
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
54
+ │ use_cache │ True │
55
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
56
+ │ ds_cache_dir │ '/home/thviet/.cache/huggingface/datasets' │
57
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
58
+ │ cache_compress │ None │
59
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
60
+ │ use_checkpoint │ False │
61
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
62
+ │ temp_dir │ None │
63
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
64
+ │ open_tracer │ False │
65
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
66
+ │ op_list_to_trace │ [] │
67
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
68
+ │ trace_num │ 10 │
69
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
70
+ │ op_fusion │ False │
71
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
72
+ │ process │ [{'sentence_split_mapper': {'accelerator': None, │
73
+ │ │ 'audio_key': 'audios', │
74
+ │ │ 'cpu_required': 1, │
75
+ │ │ 'image_key': 'images', │
76
+ │ │ 'lang': 'vi', │
77
+ │ │ 'mem_required': 0, │
78
+ │ │ 'num_proc': 10, │
79
+ │ │ 'text_key': 'text', │
80
+ │ │ 'turbo': False, │
81
+ │ │ 'video_key': 'videos'}}, │
82
+ │ │ {'language_id_score_filter': {'accelerator': None, │
83
+ │ │ 'audio_key': 'audios', │
84
+ │ │ 'cpu_required': 1, │
85
+ │ │ 'image_key': 'images', │
86
+ │ │ 'lang': 'vi', │
87
+ │ │ 'mem_required': 0, │
88
+ │ │ 'min_score': 0.8, │
89
+ │ │ 'num_proc': 10, │
90
+ │ │ 'stats_export_path': None, │
91
+ │ │ 'text_key': 'text', │
92
+ │ │ 'turbo': False, │
93
+ │ │ 'video_key': 'videos'}}] │
94
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
95
+ │ percentiles │ [] │
96
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
97
+ │ export_original_dataset │ False │
98
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
99
+ │ save_stats_in_one_file │ False │
100
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
101
+ │ ray_address │ 'auto' │
102
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
103
+ │ debug │ False │
104
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
105
+ │ work_dir │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup' │
106
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
107
+ │ timestamp │ '20241118082701' │
108
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
109
+ │ dataset_dir │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup' │
110
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
111
+ │ add_suffix │ False │
112
+ ╘══════════════════════════╧══════════════════════════════════════════════════════════════════════════════════════╛
113
+ 2024-11-18 08:27:05.288 | INFO | data_juicer.core.executor:__init__:45 - Using cache compression method: [None]
114
+ 2024-11-18 08:27:05.288 | INFO | data_juicer.core.executor:__init__:50 - Setting up data formatter...
115
+ 2024-11-18 08:27:05.289 | INFO | data_juicer.core.executor:__init__:73 - Preparing exporter...
116
+ 2024-11-18 08:27:05.290 | INFO | data_juicer.core.executor:run:150 - Loading dataset from data formatter...
117
+ 2024-11-18 08:27:06.070 | INFO | data_juicer.format.formatter:unify_format:185 - Unifying the input dataset formats...
118
+ 2024-11-18 08:27:06.071 | INFO | data_juicer.format.formatter:unify_format:200 - There are 73362 sample(s) in the original dataset.
119
+ 2024-11-18 08:27:06.116 | INFO | data_juicer.format.formatter:unify_format:214 - 73362 samples left after filtering empty text.
120
+ 2024-11-18 08:27:06.117 | INFO | data_juicer.format.mixture_formatter:load_dataset:137 - sampled 73362 from 73362
121
+ 2024-11-18 08:27:06.121 | INFO | data_juicer.format.mixture_formatter:load_dataset:143 - There are 73362 in final dataset
122
+ 2024-11-18 08:27:06.121 | INFO | data_juicer.core.executor:run:156 - Preparing process operators...
123
+ 2024-11-18 08:27:06.122 | ERROR | __main__:<module>:19 - An error has been caught in function '<module>', process 'MainProcess' (1267895), thread 'MainThread' (139671646975808):
124
+ Traceback (most recent call last):
125
+
126
+ > File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 19, in <module>
127
+ main()
128
+ └ <function main at 0x7f068e26c310>
129
+
130
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 15, in main
131
+ executor.run()
132
+ │ └ <function Executor.run at 0x7f068e26c160>
133
+ └ <data_juicer.core.executor.Executor object at 0x7f068e1b75e0>
134
+
135
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/core/executor.py", line 157, in run
136
+ ops = load_ops(self.cfg.process, self.cfg.op_fusion)
137
+ │ │ │ │ │ │ └ False
138
+ │ │ │ │ │ └ Namespace(config=[Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)], hpo_config=None, data_probe_algo='uniform', data...
139
+ │ │ │ │ └ <data_juicer.core.executor.Executor object at 0x7f068e1b75e0>
140
+ │ │ │ └ [{'sentence_split_mapper': {'lang': 'vi', 'text_key': 'text', 'image_key': 'images', 'audio_key': 'audios', 'video_key': 'vid...
141
+ │ │ └ Namespace(config=[Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)], hpo_config=None, data_probe_algo='uniform', data...
142
+ │ └ <data_juicer.core.executor.Executor object at 0x7f068e1b75e0>
143
+ └ <function load_ops at 0x7f069843fbe0>
144
+
145
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/load.py", line 28, in load_ops
146
+ ops.append(OPERATORS.modules[op_name](**args))
147
+ │ │ │ │ │ └ {'lang': 'vi', 'text_key': 'text', 'image_key': 'images', 'audio_key': 'audios', 'video_key': 'videos', 'accelerator': None, ...
148
+ │ │ │ │ └ 'sentence_split_mapper'
149
+ │ │ │ └ <property object at 0x7f06da5b68e0>
150
+ │ │ └ <data_juicer.utils.registry.Registry object at 0x7f06e89465c0>
151
+ │ └ <method 'append' of 'list' objects>
152
+ └ []
153
+
154
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/mapper/sentence_split_mapper.py", line 27, in __init__
155
+ self.model_key = prepare_model(model_type='nltk', lang=lang)
156
+ │ │ └ 'vi'
157
+ │ └ <function prepare_model at 0x7f06da456b90>
158
+ └ <data_juicer.ops.mapper.sentence_split_mapper.SentenceSplitMapper object at 0x7f068da3f6d0>
159
+
160
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 625, in prepare_model
161
+ model_key()
162
+ └ functools.partial(<function prepare_nltk_model at 0x7f06da456680>, lang='vi')
163
+
164
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 178, in prepare_nltk_model
165
+ assert lang in nltk_to_punkt.keys(
166
+ │ │ └ <method 'keys' of 'dict' objects>
167
+ │ └ {'en': 'english', 'fr': 'french', 'pt': 'portuguese', 'es': 'spanish'}
168
+ └ 'vi'
169
+
170
+ AssertionError: lang must be one of the following: ['en', 'fr', 'pt', 'es']
171
+ Traceback (most recent call last):
172
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 19, in <module>
173
+ main()
174
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/loguru/_logger.py", line 1277, in catch_wrapper
175
+ return function(*args, **kwargs)
176
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 15, in main
177
+ executor.run()
178
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/core/executor.py", line 157, in run
179
+ ops = load_ops(self.cfg.process, self.cfg.op_fusion)
180
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/load.py", line 28, in load_ops
181
+ ops.append(OPERATORS.modules[op_name](**args))
182
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/mapper/sentence_split_mapper.py", line 27, in __init__
183
+ self.model_key = prepare_model(model_type='nltk', lang=lang)
184
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 625, in prepare_model
185
+ model_key()
186
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 178, in prepare_nltk_model
187
+ assert lang in nltk_to_punkt.keys(
188
+ AssertionError: lang must be one of the following: ['en', 'fr', 'pt', 'es']
dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082750.txt ADDED
@@ -0,0 +1,292 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-11-18 08:27:54.101 | INFO | data_juicer.config.config:config_backup:635 - Back up the input config file [/workspace/thviet/LLMs/Monolingual/process.yaml] into the work_dir [/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup]
2
+ 2024-11-18 08:27:54.116 | INFO | data_juicer.config.config:display_config:657 - Configuration table:
3
+ ╒══════════════════════════╤══════════════════════════════════════════════════════════════════════════════════════╕
4
+ │ key │ values │
5
+ ╞══════════════════════════╪══════════════════════════════════════════════════════════════════════════════════════╡
6
+ │ config │ [Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)] │
7
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
8
+ │ hpo_config │ None │
9
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
10
+ │ data_probe_algo │ 'uniform' │
11
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
12
+ │ data_probe_ratio │ 1.0 │
13
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
14
+ │ project_name │ 'test-process' │
15
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
16
+ │ executor_type │ 'default' │
17
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
18
+ │ dataset_path │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.json' │
19
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
20
+ │ generated_dataset_config │ None │
21
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
22
+ │ export_path │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.jsonl' │
23
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
24
+ │ export_shard_size │ 0 │
25
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
26
+ │ export_in_parallel │ False │
27
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
28
+ │ keep_stats_in_res_ds │ False │
29
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
30
+ │ keep_hashes_in_res_ds │ False │
31
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
32
+ │ np │ 10 │
33
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
34
+ │ text_keys │ 'text' │
35
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
36
+ │ image_key │ 'images' │
37
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
38
+ │ image_special_token │ '<__dj__image>' │
39
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
40
+ │ audio_key │ 'audios' │
41
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
42
+ │ audio_special_token │ '<__dj__audio>' │
43
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
44
+ │ video_key │ 'videos' │
45
+ ├─���────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
46
+ │ video_special_token │ '<__dj__video>' │
47
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
48
+ │ eoc_special_token │ '<|__dj__eoc|>' │
49
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
50
+ │ suffixes │ [] │
51
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
52
+ │ turbo │ False │
53
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
54
+ │ use_cache │ True │
55
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
56
+ │ ds_cache_dir │ '/home/thviet/.cache/huggingface/datasets' │
57
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
58
+ │ cache_compress │ None │
59
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
60
+ │ use_checkpoint │ False │
61
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
62
+ │ temp_dir │ None │
63
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
64
+ │ open_tracer │ False │
65
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
66
+ │ op_list_to_trace │ [] │
67
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
68
+ │ trace_num │ 10 │
69
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
70
+ │ op_fusion │ False │
71
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
72
+ │ process │ [{'fix_unicode_mapper': {'accelerator': None, │
73
+ │ │ 'audio_key': 'audios', │
74
+ │ │ 'cpu_required': 1, │
75
+ │ │ 'image_key': 'images', │
76
+ │ │ 'mem_required': 0, │
77
+ │ │ 'normalization': None, │
78
+ │ │ 'num_proc': 10, │
79
+ │ │ 'text_key': 'text', │
80
+ │ │ 'turbo': False, │
81
+ │ │ 'video_key': 'videos'}}, │
82
+ │ │ {'sentence_split_mapper': {'accelerator': None, │
83
+ │ │ 'audio_key': 'audios', │
84
+ │ │ 'cpu_required': 1, │
85
+ │ │ 'image_key': 'images', │
86
+ │ │ 'lang': 'fr', │
87
+ │ │ 'mem_required': 0, │
88
+ │ │ 'num_proc': 10, │
89
+ │ │ 'text_key': 'text', │
90
+ │ │ 'turbo': False, │
91
+ │ │ 'video_key': 'videos'}}, │
92
+ │ │ {'language_id_score_filter': {'accelerator': None, │
93
+ │ │ 'audio_key': 'audios', │
94
+ │ │ 'cpu_required': 1, │
95
+ │ │ 'image_key': 'images', │
96
+ │ │ 'lang': 'vi', │
97
+ │ │ 'mem_required': 0, │
98
+ │ │ 'min_score': 0.8, │
99
+ │ │ 'num_proc': 10, │
100
+ │ │ 'stats_export_path': None, │
101
+ │ │ 'text_key': 'text', │
102
+ │ │ 'turbo': False, │
103
+ │ │ 'video_key': 'videos'}}] │
104
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
105
+ │ percentiles │ [] │
106
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
107
+ │ export_original_dataset │ False │
108
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
109
+ │ save_stats_in_one_file │ False │
110
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
111
+ │ ray_address │ 'auto' │
112
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
113
+ │ debug │ False │
114
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
115
+ │ work_dir │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup' │
116
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
117
+ │ timestamp │ '20241118082750' │
118
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
119
+ │ dataset_dir │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup' │
120
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
121
+ │ add_suffix │ False │
122
+ ╘══════════════════════════╧══════════════════════════════════════════════════════════════════════════════════════╛
123
+ 2024-11-18 08:27:54.117 | INFO | data_juicer.core.executor:__init__:45 - Using cache compression method: [None]
124
+ 2024-11-18 08:27:54.117 | INFO | data_juicer.core.executor:__init__:50 - Setting up data formatter...
125
+ 2024-11-18 08:27:54.118 | INFO | data_juicer.core.executor:__init__:73 - Preparing exporter...
126
+ 2024-11-18 08:27:54.118 | INFO | data_juicer.core.executor:run:150 - Loading dataset from data formatter...
127
+ 2024-11-18 08:27:54.947 | INFO | data_juicer.format.formatter:unify_format:185 - Unifying the input dataset formats...
128
+ 2024-11-18 08:27:54.948 | INFO | data_juicer.format.formatter:unify_format:200 - There are 73362 sample(s) in the original dataset.
129
+ 2024-11-18 08:27:54.998 | INFO | data_juicer.format.formatter:unify_format:214 - 73362 samples left after filtering empty text.
130
+ 2024-11-18 08:27:54.999 | INFO | data_juicer.format.mixture_formatter:load_dataset:137 - sampled 73362 from 73362
131
+ 2024-11-18 08:27:55.007 | INFO | data_juicer.format.mixture_formatter:load_dataset:143 - There are 73362 in final dataset
132
+ 2024-11-18 08:27:55.008 | INFO | data_juicer.core.executor:run:156 - Preparing process operators...
133
+ 2024-11-18 08:27:55.009 | INFO | data_juicer.utils.model_utils:prepare_nltk_model:183 - Loading nltk punkt split model...
134
+ 2024-11-18 08:27:55.011 | INFO | data_juicer.utils.model_utils:check_model:74 - Model [/home/thviet/.cache/data_juicer/models/punkt.french.pickle] not found. Downloading...
135
+ /workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/app/__init__.py:29: UserWarning: nltk.app package not loaded (please install Tkinter library).
136
+ warnings.warn("nltk.app package not loaded (please install Tkinter library).")
137
+ 2024-11-18 08:27:57.384 | ERROR | __main__:<module>:19 - An error has been caught in function '<module>', process 'MainProcess' (1269397), thread 'MainThread' (140236351006528):
138
+ Traceback (most recent call last):
139
+
140
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 185, in prepare_nltk_model
141
+ nltk_model = load(check_model(model_name))
142
+ │ │ └ 'punkt.french.pickle'
143
+ │ └ <function check_model at 0x7f8a554323b0>
144
+ └ <function load at 0x7f8a13df5d80>
145
+
146
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 836, in load
147
+ opened_resource = _open(resource_url)
148
+ │ └ 'file:///home/thviet/.cache/data_juicer/models/punkt.french.pickle'
149
+ └ <function _open at 0x7f8a13df5f30>
150
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 965, in _open
151
+ return find(path_, [""]).open()
152
+ │ └ '/home/thviet/.cache/data_juicer/models/punkt.french.pickle'
153
+ └ <function find at 0x7f8a13df4d30>
154
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 579, in find
155
+ raise LookupError(resource_not_found)
156
+ └ "\n**********************************************************************\n Resource \x1b[93mhome\x1b[0m not found.\n Pleas...
157
+
158
+ LookupError:
159
+ **********************************************************************
160
+ Resource home not found.
161
+ Please use the NLTK Downloader to obtain the resource:
162
+
163
+ >>> import nltk
164
+ >>> nltk.download('home')
165
+ 
166
+ For more information see: https://www.nltk.org/data.html
167
+
168
+ Attempted to load /home/thviet/.cache/data_juicer/models/punkt.french.pickle
169
+
170
+ Searched in:
171
+ - ''
172
+ **********************************************************************
173
+
174
+
175
+
176
+ During handling of the above exception, another exception occurred:
177
+
178
+
179
+ Traceback (most recent call last):
180
+
181
+ > File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 19, in <module>
182
+ main()
183
+ └ <function main at 0x7f8a093c0310>
184
+
185
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 15, in main
186
+ executor.run()
187
+ │ └ <function Executor.run at 0x7f8a093c0160>
188
+ └ <data_juicer.core.executor.Executor object at 0x7f8a08b69750>
189
+
190
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/core/executor.py", line 157, in run
191
+ ops = load_ops(self.cfg.process, self.cfg.op_fusion)
192
+ │ │ │ │ │ │ └ False
193
+ │ │ │ │ │ └ Namespace(config=[Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)], hpo_config=None, data_probe_algo='uniform', data...
194
+ │ │ │ │ └ <data_juicer.core.executor.Executor object at 0x7f8a08b69750>
195
+ │ │ │ └ [{'fix_unicode_mapper': {'normalization': None, 'text_key': 'text', 'image_key': 'images', 'audio_key': 'audios', 'video_key'...
196
+ │ │ └ Namespace(config=[Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)], hpo_config=None, data_probe_algo='uniform', data...
197
+ │ └ <data_juicer.core.executor.Executor object at 0x7f8a08b69750>
198
+ └ <function load_ops at 0x7f8a1342fbe0>
199
+
200
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/load.py", line 28, in load_ops
201
+ ops.append(OPERATORS.modules[op_name](**args))
202
+ │ │ │ │ │ └ {'lang': 'fr', 'text_key': 'text', 'image_key': 'images', 'audio_key': 'audios', 'video_key': 'videos', 'accelerator': None, ...
203
+ │ │ │ │ └ 'sentence_split_mapper'
204
+ │ │ │ └ <property object at 0x7f8a55396f70>
205
+ │ │ └ <data_juicer.utils.registry.Registry object at 0x7f8a692465c0>
206
+ │ └ <method 'append' of 'list' objects>
207
+ └ [<data_juicer.ops.mapper.fix_unicode_mapper.FixUnicodeMapper object at 0x7f8a08c97d30>]
208
+
209
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/mapper/sentence_split_mapper.py", line 27, in __init__
210
+ self.model_key = prepare_model(model_type='nltk', lang=lang)
211
+ │ │ └ 'fr'
212
+ │ └ <function prepare_model at 0x7f8a55432b90>
213
+ └ <data_juicer.ops.mapper.sentence_split_mapper.SentenceSplitMapper object at 0x7f8a08f58dc0>
214
+
215
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 625, in prepare_model
216
+ model_key()
217
+ └ functools.partial(<function prepare_nltk_model at 0x7f8a55432680>, lang='fr')
218
+
219
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 187, in prepare_nltk_model
220
+ nltk_model = load(check_model(model_name, force=True))
221
+ │ │ └ 'punkt.french.pickle'
222
+ │ └ <function check_model at 0x7f8a554323b0>
223
+ └ <function load at 0x7f8a13df5d80>
224
+
225
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 841, in load
226
+ resource_val = restricted_pickle_load(opened_resource.read())
227
+ │ │ └ <method 'read' of '_io.BufferedReader' objects>
228
+ │ └ <_io.BufferedReader name='/home/thviet/.cache/data_juicer/models/punkt.french.pickle'>
229
+ └ <function restricted_pickle_load at 0x7f8a13df5ab0>
230
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 664, in restricted_pickle_load
231
+ return RestrictedUnpickler(BytesIO(string)).load()
232
+ │ │ └ b"ccopy_reg\n_reconstructor\np0\n(cnltk.tokenize.punkt\nPunktSentenceTokenizer\np1\nc__builtin__\nobject\np2\nNtp3\nRp4\n(dp5...
233
+ │ └ <class '_io.BytesIO'>
234
+ └ <class 'nltk.app.wordnet_app.RestrictedUnpickler'>
235
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/app/wordnet_app.py", line 664, in find_class
236
+ raise pickle.UnpicklingError(f"global '{module}.{name}' is forbidden")
237
+ │ └ <class '_pickle.UnpicklingError'>
238
+ └ <module 'pickle' from '/usr/lib/python3.10/pickle.py'>
239
+
240
+ _pickle.UnpicklingError: global 'copy_reg._reconstructor' is forbidden
241
+ Traceback (most recent call last):
242
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 185, in prepare_nltk_model
243
+ nltk_model = load(check_model(model_name))
244
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 836, in load
245
+ opened_resource = _open(resource_url)
246
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 965, in _open
247
+ return find(path_, [""]).open()
248
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 579, in find
249
+ raise LookupError(resource_not_found)
250
+ LookupError:
251
+ **********************************************************************
252
+ Resource home not found.
253
+ Please use the NLTK Downloader to obtain the resource:
254
+
255
+ >>> import nltk
256
+ >>> nltk.download('home')
257
+ 
258
+ For more information see: https://www.nltk.org/data.html
259
+
260
+ Attempted to load /home/thviet/.cache/data_juicer/models/punkt.french.pickle
261
+
262
+ Searched in:
263
+ - ''
264
+ **********************************************************************
265
+
266
+
267
+ During handling of the above exception, another exception occurred:
268
+
269
+ Traceback (most recent call last):
270
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 19, in <module>
271
+ main()
272
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/loguru/_logger.py", line 1277, in catch_wrapper
273
+ return function(*args, **kwargs)
274
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/tools/process_data.py", line 15, in main
275
+ executor.run()
276
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/core/executor.py", line 157, in run
277
+ ops = load_ops(self.cfg.process, self.cfg.op_fusion)
278
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/load.py", line 28, in load_ops
279
+ ops.append(OPERATORS.modules[op_name](**args))
280
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/ops/mapper/sentence_split_mapper.py", line 27, in __init__
281
+ self.model_key = prepare_model(model_type='nltk', lang=lang)
282
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 625, in prepare_model
283
+ model_key()
284
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/Filtering/data-juicer/data_juicer/utils/model_utils.py", line 187, in prepare_nltk_model
285
+ nltk_model = load(check_model(model_name, force=True))
286
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 841, in load
287
+ resource_val = restricted_pickle_load(opened_resource.read())
288
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/data.py", line 664, in restricted_pickle_load
289
+ return RestrictedUnpickler(BytesIO(string)).load()
290
+ File "/workspace/thviet/LLMs/Monolingual/Pre-training/.venv/lib/python3.10/site-packages/nltk/app/wordnet_app.py", line 664, in find_class
291
+ raise pickle.UnpicklingError(f"global '{module}.{name}' is forbidden")
292
+ _pickle.UnpicklingError: global 'copy_reg._reconstructor' is forbidden
dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082837.txt ADDED
@@ -0,0 +1,123 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-11-18 08:28:40.701 | INFO | data_juicer.config.config:config_backup:635 - Back up the input config file [/workspace/thviet/LLMs/Monolingual/process.yaml] into the work_dir [/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup]
2
+ 2024-11-18 08:28:40.722 | INFO | data_juicer.config.config:display_config:657 - Configuration table:
3
+ ╒══════════════════════════╤══════════════════════════════════════════════════════════════════════════════════════╕
4
+ │ key │ values │
5
+ ╞══════════════════════════╪══════════════════════════════════════════════════════════════════════════════════════╡
6
+ │ config │ [Path_fr(/workspace/thviet/LLMs/Monolingual/process.yaml)] │
7
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
8
+ │ hpo_config │ None │
9
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
10
+ │ data_probe_algo │ 'uniform' │
11
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
12
+ │ data_probe_ratio │ 1.0 │
13
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
14
+ │ project_name │ 'test-process' │
15
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
16
+ │ executor_type │ 'default' │
17
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
18
+ │ dataset_path │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.json' │
19
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
20
+ │ generated_dataset_config │ None │
21
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
22
+ │ export_path │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.jsonl' │
23
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
24
+ │ export_shard_size │ 0 │
25
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
26
+ │ export_in_parallel │ False │
27
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
28
+ │ keep_stats_in_res_ds │ False │
29
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
30
+ │ keep_hashes_in_res_ds │ False │
31
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
32
+ │ np │ 10 │
33
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
34
+ │ text_keys │ 'text' │
35
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
36
+ │ image_key │ 'images' │
37
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
38
+ │ image_special_token │ '<__dj__image>' │
39
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
40
+ │ audio_key │ 'audios' │
41
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
42
+ │ audio_special_token │ '<__dj__audio>' │
43
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
44
+ │ video_key │ 'videos' │
45
+ ├─���────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
46
+ │ video_special_token │ '<__dj__video>' │
47
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
48
+ │ eoc_special_token │ '<|__dj__eoc|>' │
49
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
50
+ │ suffixes │ [] │
51
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
52
+ │ turbo │ False │
53
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
54
+ │ use_cache │ True │
55
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
56
+ │ ds_cache_dir │ '/home/thviet/.cache/huggingface/datasets' │
57
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
58
+ │ cache_compress │ None │
59
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
60
+ │ use_checkpoint │ False │
61
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
62
+ │ temp_dir │ None │
63
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
64
+ │ open_tracer │ False │
65
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
66
+ │ op_list_to_trace │ [] │
67
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
68
+ │ trace_num │ 10 │
69
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
70
+ │ op_fusion │ False │
71
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
72
+ │ process │ [{'fix_unicode_mapper': {'accelerator': None, │
73
+ │ │ 'audio_key': 'audios', │
74
+ │ │ 'cpu_required': 1, │
75
+ │ │ 'image_key': 'images', │
76
+ │ │ 'mem_required': 0, │
77
+ │ │ 'normalization': None, │
78
+ │ │ 'num_proc': 10, │
79
+ │ │ 'text_key': 'text', │
80
+ │ │ 'turbo': False, │
81
+ │ │ 'video_key': 'videos'}}, │
82
+ │ │ {'language_id_score_filter': {'accelerator': None, │
83
+ │ │ 'audio_key': 'audios', │
84
+ │ │ 'cpu_required': 1, │
85
+ │ │ 'image_key': 'images', │
86
+ │ │ 'lang': 'vi', │
87
+ │ │ 'mem_required': 0, │
88
+ │ │ 'min_score': 0.8, │
89
+ │ │ 'num_proc': 10, │
90
+ │ │ 'stats_export_path': None, │
91
+ │ │ 'text_key': 'text', │
92
+ │ │ 'turbo': False, │
93
+ │ │ 'video_key': 'videos'}}] │
94
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
95
+ │ percentiles │ [] │
96
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
97
+ │ export_original_dataset │ False │
98
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
99
+ │ save_stats_in_one_file │ False │
100
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
101
+ │ ray_address │ 'auto' │
102
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
103
+ │ debug │ False │
104
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
105
+ │ work_dir │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup' │
106
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
107
+ │ timestamp │ '20241118082837' │
108
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
109
+ │ dataset_dir │ '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup' │
110
+ ├──────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────┤
111
+ │ add_suffix │ False │
112
+ ╘══════════════════════════╧══════════════════════════════════════════════════════════════════════════════════════╛
113
+ 2024-11-18 08:28:40.724 | INFO | data_juicer.core.executor:__init__:45 - Using cache compression method: [None]
114
+ 2024-11-18 08:28:40.724 | INFO | data_juicer.core.executor:__init__:50 - Setting up data formatter...
115
+ 2024-11-18 08:28:40.725 | INFO | data_juicer.core.executor:__init__:73 - Preparing exporter...
116
+ 2024-11-18 08:28:40.725 | INFO | data_juicer.core.executor:run:150 - Loading dataset from data formatter...
117
+ 2024-11-18 08:28:41.551 | INFO | data_juicer.format.formatter:unify_format:185 - Unifying the input dataset formats...
118
+ 2024-11-18 08:28:41.552 | INFO | data_juicer.format.formatter:unify_format:200 - There are 73362 sample(s) in the original dataset.
119
+ 2024-11-18 08:28:41.588 | INFO | data_juicer.format.formatter:unify_format:214 - 73362 samples left after filtering empty text.
120
+ 2024-11-18 08:28:41.589 | INFO | data_juicer.format.mixture_formatter:load_dataset:137 - sampled 73362 from 73362
121
+ 2024-11-18 08:28:41.593 | INFO | data_juicer.format.mixture_formatter:load_dataset:143 - There are 73362 in final dataset
122
+ 2024-11-18 08:28:41.594 | INFO | data_juicer.core.executor:run:156 - Preparing process operators...
123
+ 2024-11-18 08:28:41.594 | ERROR | data_juicer.ops.load:load_ops:26 - This OP [language_id_score_filter] is unavailable due to importing third-party requirements of this OP failure: ['fasttext-wheel']. You can either run `pip install -v -e .[sci]` to install all requirements for all OPs, or run `pip install fasttext-wheel` with library version specified by `environments/science_requires.txt` to install libraries required by this OP. Data processing will skip this OP later.
dedup_3/log/export_c4_part1_nontoxic_dedup.jsonl_time_20241118082927.txt ADDED
The diff for this file is too large to render. See raw diff
 
dedup_3/process.yaml ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Process config example for dataset
2
+ # global parameters
3
+ project_name: 'test-process'
4
+ dataset_path: '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.json'
5
+ np: 10 # number of subprocess to process your dataset
6
+
7
+ text_keys: 'text'
8
+
9
+ export_path: '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.jsonl'
10
+ #use_cache: true
11
+ #cache_compress: 'gzip'
12
+ #suffixes: ['.json']
13
+ #use_checkpoint: true
14
+ #executor_type: default # type of executor, support "default" or "ray" for now.
15
+ # process schedule
16
+ # a list of several process operators with their arguments
17
+ process:
18
+ - fix_unicode_mapper:
19
+ - sentence_split_mapper: # split text to multiple sentences and join them with '\n'
20
+ lang: vi
21
+ - language_id_score_filter: # filter text in specific language with language scores larger than a specific max value
22
+ lang: vi # keep text in what language
23
+ min_score: 0.8