Upload folder using huggingface_hub
Browse files- .gitattributes +2 -0
- README.md +73 -0
- added_tokens.json +32 -0
- all_results.json +22 -0
- checkpoint-6000/added_tokens.json +32 -0
- checkpoint-6000/config.json +60 -0
- checkpoint-6000/generation_config.json +10 -0
- checkpoint-6000/optimizer.pt +3 -0
- checkpoint-6000/pytorch_model.bin +3 -0
- checkpoint-6000/rng_state_0.pth +3 -0
- checkpoint-6000/rng_state_1.pth +3 -0
- checkpoint-6000/rng_state_2.pth +3 -0
- checkpoint-6000/rng_state_3.pth +3 -0
- checkpoint-6000/scheduler.pt +3 -0
- checkpoint-6000/sentencepiece.bpe.model +3 -0
- checkpoint-6000/special_tokens_map.json +36 -0
- checkpoint-6000/tokenizer.json +3 -0
- checkpoint-6000/tokenizer_config.json +283 -0
- checkpoint-6000/trainer_state.json +121 -0
- checkpoint-6000/training_args.bin +3 -0
- config.json +60 -0
- eval_results.json +10 -0
- generated_predictions.txt +0 -0
- generation_config.json +10 -0
- predict_results.json +9 -0
- pytorch_model.bin +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +36 -0
- tokenizer.json +3 -0
- tokenizer_config.json +283 -0
- train_results.json +8 -0
- trainer_state.json +232 -0
- training_args.bin +3 -0
.gitattributes
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checkpoint-6000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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language:
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- ko
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- zh
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base_model: facebook/mbart-large-cc25
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tags:
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- generated_from_trainer
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metrics:
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- bleu
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model-index:
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- name: tst-translation-output4
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# tst-translation-output4
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This model is a fine-tuned version of [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3569
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- Bleu: 11.508
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- Gen Len: 14.3854
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- total_train_batch_size: 16
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- total_eval_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 1500
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- num_epochs: 40
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
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| 1.5428 | 0.86 | 2000 | 1.4469 | 8.6101 | 16.9959 |
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| 1.1195 | 1.71 | 4000 | 1.3471 | 10.3699 | 14.5055 |
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| 0.8028 | 2.57 | 6000 | 1.3569 | 11.508 | 14.3955 |
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| 0.5856 | 3.43 | 8000 | 1.4776 | 10.7663 | 15.0208 |
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| 0.378 | 4.29 | 10000 | 1.6134 | 10.5237 | 14.3284 |
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| 0.3093 | 5.14 | 12000 | 1.7701 | 10.7522 | 14.0819 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.0.1+cu117
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- Datasets 2.14.5
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- Tokenizers 0.14.0
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added_tokens.json
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all_results.json
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{
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"epoch": 5.14,
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"eval_bleu": 11.508,
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"eval_gen_len": 14.3854,
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"eval_loss": 1.3568514585494995,
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"eval_runtime": 272.9589,
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"eval_samples": 4665,
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"eval_samples_per_second": 17.09,
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"eval_steps_per_second": 1.07,
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"predict_bleu": 9.159,
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"predict_gen_len": 15.5275,
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"predict_loss": 1.928805947303772,
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"predict_samples": 4665,
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"predict_steps_per_second": 0.998,
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"train_samples_per_second": 143.414,
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"train_steps_per_second": 8.964
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}
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checkpoint-6000/added_tokens.json
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checkpoint-6000/config.json
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{
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"_name_or_path": "facebook/mbart-large-cc25",
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|
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"activation_dropout": 0.0,
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checkpoint-6000/generation_config.json
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checkpoint-6000/optimizer.pt
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checkpoint-6000/special_tokens_map.json
ADDED
@@ -0,0 +1,36 @@
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|
1 |
+
{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"ar_AR",
|
4 |
+
"cs_CZ",
|
5 |
+
"de_DE",
|
6 |
+
"en_XX",
|
7 |
+
"es_XX",
|
8 |
+
"et_EE",
|
9 |
+
"fi_FI",
|
10 |
+
"fr_XX",
|
11 |
+
"gu_IN",
|
12 |
+
"hi_IN",
|
13 |
+
"it_IT",
|
14 |
+
"ja_XX",
|
15 |
+
"kk_KZ",
|
16 |
+
"ko_KR",
|
17 |
+
"lt_LT",
|
18 |
+
"lv_LV",
|
19 |
+
"my_MM",
|
20 |
+
"ne_NP",
|
21 |
+
"nl_XX",
|
22 |
+
"ro_RO",
|
23 |
+
"ru_RU",
|
24 |
+
"si_LK",
|
25 |
+
"tr_TR",
|
26 |
+
"vi_VN",
|
27 |
+
"zh_CN"
|
28 |
+
],
|
29 |
+
"bos_token": "<s>",
|
30 |
+
"cls_token": "<s>",
|
31 |
+
"eos_token": "</s>",
|
32 |
+
"mask_token": "<mask>",
|
33 |
+
"pad_token": "<pad>",
|
34 |
+
"sep_token": "</s>",
|
35 |
+
"unk_token": "<unk>"
|
36 |
+
}
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checkpoint-6000/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:29dc894e8f2cdad9b6a9006377f54739240fba228269d60e9ba7092e83fa8eeb
|
3 |
+
size 17088468
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checkpoint-6000/tokenizer_config.json
ADDED
@@ -0,0 +1,283 @@
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|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "<s>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "<pad>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "</s>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "<unk>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"250001": {
|
36 |
+
"content": "ar_AR",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
},
|
43 |
+
"250002": {
|
44 |
+
"content": "cs_CZ",
|
45 |
+
"lstrip": false,
|
46 |
+
"normalized": false,
|
47 |
+
"rstrip": false,
|
48 |
+
"single_word": false,
|
49 |
+
"special": true
|
50 |
+
},
|
51 |
+
"250003": {
|
52 |
+
"content": "de_DE",
|
53 |
+
"lstrip": false,
|
54 |
+
"normalized": false,
|
55 |
+
"rstrip": false,
|
56 |
+
"single_word": false,
|
57 |
+
"special": true
|
58 |
+
},
|
59 |
+
"250004": {
|
60 |
+
"content": "en_XX",
|
61 |
+
"lstrip": false,
|
62 |
+
"normalized": false,
|
63 |
+
"rstrip": false,
|
64 |
+
"single_word": false,
|
65 |
+
"special": true
|
66 |
+
},
|
67 |
+
"250005": {
|
68 |
+
"content": "es_XX",
|
69 |
+
"lstrip": false,
|
70 |
+
"normalized": false,
|
71 |
+
"rstrip": false,
|
72 |
+
"single_word": false,
|
73 |
+
"special": true
|
74 |
+
},
|
75 |
+
"250006": {
|
76 |
+
"content": "et_EE",
|
77 |
+
"lstrip": false,
|
78 |
+
"normalized": false,
|
79 |
+
"rstrip": false,
|
80 |
+
"single_word": false,
|
81 |
+
"special": true
|
82 |
+
},
|
83 |
+
"250007": {
|
84 |
+
"content": "fi_FI",
|
85 |
+
"lstrip": false,
|
86 |
+
"normalized": false,
|
87 |
+
"rstrip": false,
|
88 |
+
"single_word": false,
|
89 |
+
"special": true
|
90 |
+
},
|
91 |
+
"250008": {
|
92 |
+
"content": "fr_XX",
|
93 |
+
"lstrip": false,
|
94 |
+
"normalized": false,
|
95 |
+
"rstrip": false,
|
96 |
+
"single_word": false,
|
97 |
+
"special": true
|
98 |
+
},
|
99 |
+
"250009": {
|
100 |
+
"content": "gu_IN",
|
101 |
+
"lstrip": false,
|
102 |
+
"normalized": false,
|
103 |
+
"rstrip": false,
|
104 |
+
"single_word": false,
|
105 |
+
"special": true
|
106 |
+
},
|
107 |
+
"250010": {
|
108 |
+
"content": "hi_IN",
|
109 |
+
"lstrip": false,
|
110 |
+
"normalized": false,
|
111 |
+
"rstrip": false,
|
112 |
+
"single_word": false,
|
113 |
+
"special": true
|
114 |
+
},
|
115 |
+
"250011": {
|
116 |
+
"content": "it_IT",
|
117 |
+
"lstrip": false,
|
118 |
+
"normalized": false,
|
119 |
+
"rstrip": false,
|
120 |
+
"single_word": false,
|
121 |
+
"special": true
|
122 |
+
},
|
123 |
+
"250012": {
|
124 |
+
"content": "ja_XX",
|
125 |
+
"lstrip": false,
|
126 |
+
"normalized": false,
|
127 |
+
"rstrip": false,
|
128 |
+
"single_word": false,
|
129 |
+
"special": true
|
130 |
+
},
|
131 |
+
"250013": {
|
132 |
+
"content": "kk_KZ",
|
133 |
+
"lstrip": false,
|
134 |
+
"normalized": false,
|
135 |
+
"rstrip": false,
|
136 |
+
"single_word": false,
|
137 |
+
"special": true
|
138 |
+
},
|
139 |
+
"250014": {
|
140 |
+
"content": "ko_KR",
|
141 |
+
"lstrip": false,
|
142 |
+
"normalized": false,
|
143 |
+
"rstrip": false,
|
144 |
+
"single_word": false,
|
145 |
+
"special": true
|
146 |
+
},
|
147 |
+
"250015": {
|
148 |
+
"content": "lt_LT",
|
149 |
+
"lstrip": false,
|
150 |
+
"normalized": false,
|
151 |
+
"rstrip": false,
|
152 |
+
"single_word": false,
|
153 |
+
"special": true
|
154 |
+
},
|
155 |
+
"250016": {
|
156 |
+
"content": "lv_LV",
|
157 |
+
"lstrip": false,
|
158 |
+
"normalized": false,
|
159 |
+
"rstrip": false,
|
160 |
+
"single_word": false,
|
161 |
+
"special": true
|
162 |
+
},
|
163 |
+
"250017": {
|
164 |
+
"content": "my_MM",
|
165 |
+
"lstrip": false,
|
166 |
+
"normalized": false,
|
167 |
+
"rstrip": false,
|
168 |
+
"single_word": false,
|
169 |
+
"special": true
|
170 |
+
},
|
171 |
+
"250018": {
|
172 |
+
"content": "ne_NP",
|
173 |
+
"lstrip": false,
|
174 |
+
"normalized": false,
|
175 |
+
"rstrip": false,
|
176 |
+
"single_word": false,
|
177 |
+
"special": true
|
178 |
+
},
|
179 |
+
"250019": {
|
180 |
+
"content": "nl_XX",
|
181 |
+
"lstrip": false,
|
182 |
+
"normalized": false,
|
183 |
+
"rstrip": false,
|
184 |
+
"single_word": false,
|
185 |
+
"special": true
|
186 |
+
},
|
187 |
+
"250020": {
|
188 |
+
"content": "ro_RO",
|
189 |
+
"lstrip": false,
|
190 |
+
"normalized": false,
|
191 |
+
"rstrip": false,
|
192 |
+
"single_word": false,
|
193 |
+
"special": true
|
194 |
+
},
|
195 |
+
"250021": {
|
196 |
+
"content": "ru_RU",
|
197 |
+
"lstrip": false,
|
198 |
+
"normalized": false,
|
199 |
+
"rstrip": false,
|
200 |
+
"single_word": false,
|
201 |
+
"special": true
|
202 |
+
},
|
203 |
+
"250022": {
|
204 |
+
"content": "si_LK",
|
205 |
+
"lstrip": false,
|
206 |
+
"normalized": false,
|
207 |
+
"rstrip": false,
|
208 |
+
"single_word": false,
|
209 |
+
"special": true
|
210 |
+
},
|
211 |
+
"250023": {
|
212 |
+
"content": "tr_TR",
|
213 |
+
"lstrip": false,
|
214 |
+
"normalized": false,
|
215 |
+
"rstrip": false,
|
216 |
+
"single_word": false,
|
217 |
+
"special": true
|
218 |
+
},
|
219 |
+
"250024": {
|
220 |
+
"content": "vi_VN",
|
221 |
+
"lstrip": false,
|
222 |
+
"normalized": false,
|
223 |
+
"rstrip": false,
|
224 |
+
"single_word": false,
|
225 |
+
"special": true
|
226 |
+
},
|
227 |
+
"250025": {
|
228 |
+
"content": "zh_CN",
|
229 |
+
"lstrip": false,
|
230 |
+
"normalized": false,
|
231 |
+
"rstrip": false,
|
232 |
+
"single_word": false,
|
233 |
+
"special": true
|
234 |
+
},
|
235 |
+
"250026": {
|
236 |
+
"content": "<mask>",
|
237 |
+
"lstrip": true,
|
238 |
+
"normalized": false,
|
239 |
+
"rstrip": false,
|
240 |
+
"single_word": false,
|
241 |
+
"special": true
|
242 |
+
}
|
243 |
+
},
|
244 |
+
"additional_special_tokens": [
|
245 |
+
"ar_AR",
|
246 |
+
"cs_CZ",
|
247 |
+
"de_DE",
|
248 |
+
"en_XX",
|
249 |
+
"es_XX",
|
250 |
+
"et_EE",
|
251 |
+
"fi_FI",
|
252 |
+
"fr_XX",
|
253 |
+
"gu_IN",
|
254 |
+
"hi_IN",
|
255 |
+
"it_IT",
|
256 |
+
"ja_XX",
|
257 |
+
"kk_KZ",
|
258 |
+
"ko_KR",
|
259 |
+
"lt_LT",
|
260 |
+
"lv_LV",
|
261 |
+
"my_MM",
|
262 |
+
"ne_NP",
|
263 |
+
"nl_XX",
|
264 |
+
"ro_RO",
|
265 |
+
"ru_RU",
|
266 |
+
"si_LK",
|
267 |
+
"tr_TR",
|
268 |
+
"vi_VN",
|
269 |
+
"zh_CN"
|
270 |
+
],
|
271 |
+
"bos_token": "<s>",
|
272 |
+
"clean_up_tokenization_spaces": true,
|
273 |
+
"cls_token": "<s>",
|
274 |
+
"eos_token": "</s>",
|
275 |
+
"mask_token": "<mask>",
|
276 |
+
"model_max_length": 1024,
|
277 |
+
"pad_token": "<pad>",
|
278 |
+
"sep_token": "</s>",
|
279 |
+
"src_lang": "ko_KR",
|
280 |
+
"tgt_lang": "zh_CN",
|
281 |
+
"tokenizer_class": "MBartTokenizer",
|
282 |
+
"unk_token": "<unk>"
|
283 |
+
}
|
checkpoint-6000/trainer_state.json
ADDED
@@ -0,0 +1,121 @@
|
|
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