Hugging Face's logo

AlexWang99
/
4d-pl-addition-3000

Text2Text Generation
Transformers
TensorBoard
Safetensors
t5
Generated from Trainer
text-generation-inference
Inference Endpoints
Model card Files Metrics Community
Alexziyu commited on
Commit
c7a6924
•
1 Parent(s): 085a022

11

Browse files
Files changed (20) hide show
  1. README.md +66 -0
  2. added_tokens.json +127 -0
  3. config.json +33 -0
  4. generation_config.json +7 -0
  5. logs/events.out.tfevents.1713829424.ip-10-25-205-144.224772.0 +3 -0
  6. logs/events.out.tfevents.1713834433.ip-10-25-205-144.224772.1 +3 -0
  7. logs/events.out.tfevents.1713835241.ip-10-25-205-144.224772.2 +3 -0
  8. logs/events.out.tfevents.1713835929.ip-10-25-205-144.224772.3 +3 -0
  9. logs/events.out.tfevents.1713837511.ip-10-25-205-144.224772.4 +3 -0
  10. logs/events.out.tfevents.1713839395.ip-10-25-205-144.224772.5 +3 -0
  11. logs/events.out.tfevents.1713840493.ip-10-25-205-144.224772.6 +3 -0
  12. logs/events.out.tfevents.1713841445.ip-10-25-205-144.224772.7 +3 -0
  13. model.safetensors +3 -0
  14. optimizer.pt +3 -0
  15. rng_state.pth +3 -0
  16. scheduler.pt +3 -0
  17. special_tokens_map.json +150 -0
  18. tokenizer_config.json +1162 -0
  19. trainer_state.json +87 -0
  20. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: google/byt5-small
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: byt5_3k_4d
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # byt5_3k_4d
15
+
16
+ This model is a fine-tuned version of [google/byt5-small](https://huggingface.co/google/byt5-small) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.0734
19
+
20
+ ## Model description
21
+
22
+ More information needed
23
+
24
+ ## Intended uses & limitations
25
+
26
+ More information needed
27
+
28
+ ## Training and evaluation data
29
+
30
+ More information needed
31
+
32
+ ## Training procedure
33
+
34
+ ### Training hyperparameters
35
+
36
+ The following hyperparameters were used during training:
37
+ - learning_rate: 5e-05
38
+ - train_batch_size: 800
39
+ - eval_batch_size: 800
40
+ - seed: 42
41
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
42
+ - lr_scheduler_type: linear
43
+ - num_epochs: 10
44
+
45
+ ### Training results
46
+
47
+ | Training Loss | Epoch | Step | Validation Loss |
48
+ |:-------------:|:-----:|:----:|:---------------:|
49
+ | No log | 1.0 | 4 | 0.0858 |
50
+ | No log | 2.0 | 8 | 0.0784 |
51
+ | 0.2758 | 3.0 | 12 | 0.0821 |
52
+ | 0.2758 | 4.0 | 16 | 0.0756 |
53
+ | 0.2665 | 5.0 | 20 | 0.0801 |
54
+ | 0.2665 | 6.0 | 24 | 0.0745 |
55
+ | 0.2665 | 7.0 | 28 | 0.0699 |
56
+ | 0.2578 | 8.0 | 32 | 0.0731 |
57
+ | 0.2578 | 9.0 | 36 | 0.0740 |
58
+ | 0.254 | 10.0 | 40 | 0.0734 |
59
+
60
+
61
+ ### Framework versions
62
+
63
+ - Transformers 4.35.2
64
+ - Pytorch 2.2.1+cu121
65
+ - Datasets 2.18.0
66
+ - Tokenizers 0.15.2
added_tokens.json ADDED
@@ -0,0 +1,127 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "<extra_id_0>": 259,
3
+ "<extra_id_100>": 359,
4
+ "<extra_id_101>": 360,
5
+ "<extra_id_102>": 361,
6
+ "<extra_id_103>": 362,
7
+ "<extra_id_104>": 363,
8
+ "<extra_id_105>": 364,
9
+ "<extra_id_106>": 365,
10
+ "<extra_id_107>": 366,
11
+ "<extra_id_108>": 367,
12
+ "<extra_id_109>": 368,
13
+ "<extra_id_10>": 269,
14
+ "<extra_id_110>": 369,
15
+ "<extra_id_111>": 370,
16
+ "<extra_id_112>": 371,
17
+ "<extra_id_113>": 372,
18
+ "<extra_id_114>": 373,
19
+ "<extra_id_115>": 374,
20
+ "<extra_id_116>": 375,
21
+ "<extra_id_117>": 376,
22
+ "<extra_id_118>": 377,
23
+ "<extra_id_119>": 378,
24
+ "<extra_id_11>": 270,
25
+ "<extra_id_120>": 379,
26
+ "<extra_id_121>": 380,
27
+ "<extra_id_122>": 381,
28
+ "<extra_id_123>": 382,
29
+ "<extra_id_124>": 383,
30
+ "<extra_id_12>": 271,
31
+ "<extra_id_13>": 272,
32
+ "<extra_id_14>": 273,
33
+ "<extra_id_15>": 274,
34
+ "<extra_id_16>": 275,
35
+ "<extra_id_17>": 276,
36
+ "<extra_id_18>": 277,
37
+ "<extra_id_19>": 278,
38
+ "<extra_id_1>": 260,
39
+ "<extra_id_20>": 279,
40
+ "<extra_id_21>": 280,
41
+ "<extra_id_22>": 281,
42
+ "<extra_id_23>": 282,
43
+ "<extra_id_24>": 283,
44
+ "<extra_id_25>": 284,
45
+ "<extra_id_26>": 285,
46
+ "<extra_id_27>": 286,
47
+ "<extra_id_28>": 287,
48
+ "<extra_id_29>": 288,
49
+ "<extra_id_2>": 261,
50
+ "<extra_id_30>": 289,
51
+ "<extra_id_31>": 290,
52
+ "<extra_id_32>": 291,
53
+ "<extra_id_33>": 292,
54
+ "<extra_id_34>": 293,
55
+ "<extra_id_35>": 294,
56
+ "<extra_id_36>": 295,
57
+ "<extra_id_37>": 296,
58
+ "<extra_id_38>": 297,
59
+ "<extra_id_39>": 298,
60
+ "<extra_id_3>": 262,
61
+ "<extra_id_40>": 299,
62
+ "<extra_id_41>": 300,
63
+ "<extra_id_42>": 301,
64
+ "<extra_id_43>": 302,
65
+ "<extra_id_44>": 303,
66
+ "<extra_id_45>": 304,
67
+ "<extra_id_46>": 305,
68
+ "<extra_id_47>": 306,
69
+ "<extra_id_48>": 307,
70
+ "<extra_id_49>": 308,
71
+ "<extra_id_4>": 263,
72
+ "<extra_id_50>": 309,
73
+ "<extra_id_51>": 310,
74
+ "<extra_id_52>": 311,
75
+ "<extra_id_53>": 312,
76
+ "<extra_id_54>": 313,
77
+ "<extra_id_55>": 314,
78
+ "<extra_id_56>": 315,
79
+ "<extra_id_57>": 316,
80
+ "<extra_id_58>": 317,
81
+ "<extra_id_59>": 318,
82
+ "<extra_id_5>": 264,
83
+ "<extra_id_60>": 319,
84
+ "<extra_id_61>": 320,
85
+ "<extra_id_62>": 321,
86
+ "<extra_id_63>": 322,
87
+ "<extra_id_64>": 323,
88
+ "<extra_id_65>": 324,
89
+ "<extra_id_66>": 325,
90
+ "<extra_id_67>": 326,
91
+ "<extra_id_68>": 327,
92
+ "<extra_id_69>": 328,
93
+ "<extra_id_6>": 265,
94
+ "<extra_id_70>": 329,
95
+ "<extra_id_71>": 330,
96
+ "<extra_id_72>": 331,
97
+ "<extra_id_73>": 332,
98
+ "<extra_id_74>": 333,
99
+ "<extra_id_75>": 334,
100
+ "<extra_id_76>": 335,
101
+ "<extra_id_77>": 336,
102
+ "<extra_id_78>": 337,
103
+ "<extra_id_79>": 338,
104
+ "<extra_id_7>": 266,
105
+ "<extra_id_80>": 339,
106
+ "<extra_id_81>": 340,
107
+ "<extra_id_82>": 341,
108
+ "<extra_id_83>": 342,
109
+ "<extra_id_84>": 343,
110
+ "<extra_id_85>": 344,
111
+ "<extra_id_86>": 345,
112
+ "<extra_id_87>": 346,
113
+ "<extra_id_88>": 347,
114
+ "<extra_id_89>": 348,
115
+ "<extra_id_8>": 267,
116
+ "<extra_id_90>": 349,
117
+ "<extra_id_91>": 350,
118
+ "<extra_id_92>": 351,
119
+ "<extra_id_93>": 352,
120
+ "<extra_id_94>": 353,
121
+ "<extra_id_95>": 354,
122
+ "<extra_id_96>": 355,
123
+ "<extra_id_97>": 356,
124
+ "<extra_id_98>": 357,
125
+ "<extra_id_99>": 358,
126
+ "<extra_id_9>": 268
127
+ }
config.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/byt5-small",
3
+ "architectures": [
4
+ "T5ForConditionalGeneration"
5
+ ],
6
+ "classifier_dropout": 0.0,
7
+ "d_ff": 3584,
8
+ "d_kv": 64,
9
+ "d_model": 1472,
10
+ "decoder_start_token_id": 0,
11
+ "dense_act_fn": "gelu_new",
12
+ "dropout_rate": 0.1,
13
+ "eos_token_id": 1,
14
+ "feed_forward_proj": "gated-gelu",
15
+ "gradient_checkpointing": false,
16
+ "initializer_factor": 1.0,
17
+ "is_encoder_decoder": true,
18
+ "is_gated_act": true,
19
+ "layer_norm_epsilon": 1e-06,
20
+ "model_type": "t5",
21
+ "num_decoder_layers": 4,
22
+ "num_heads": 6,
23
+ "num_layers": 12,
24
+ "pad_token_id": 0,
25
+ "relative_attention_max_distance": 128,
26
+ "relative_attention_num_buckets": 32,
27
+ "tie_word_embeddings": false,
28
+ "tokenizer_class": "ByT5Tokenizer",
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.35.2",
31
+ "use_cache": true,
32
+ "vocab_size": 384
33
+ }
generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "decoder_start_token_id": 0,
4
+ "eos_token_id": 1,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "4.35.2"
7
+ }
logs/events.out.tfevents.1713829424.ip-10-25-205-144.224772.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2caad1e373fa27481103c4efc6c722d5aa0671b8c97947f6bf35c743709db2c9
3
+ size 54772
logs/events.out.tfevents.1713834433.ip-10-25-205-144.224772.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8eed40f569e2bc97779f57b416559bbd0fcdbaf2eae87fea0b694f6367a59221
3
+ size 8190
logs/events.out.tfevents.1713835241.ip-10-25-205-144.224772.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e2c48ce02b601718b33f7b534b3ae7f854c07a2ac7aab4ecfae985f3ad390dee
3
+ size 8190
logs/events.out.tfevents.1713835929.ip-10-25-205-144.224772.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:447eecdd4a30ff345c47cda1d96ef9937c7e4a5c3258635bdfa8aed7d3f4d272
3
+ size 20268
logs/events.out.tfevents.1713837511.ip-10-25-205-144.224772.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8694645edda2b29e530c4b3c91e190558c93268a9001d7b9d7562117f050dda4
3
+ size 12934
logs/events.out.tfevents.1713839395.ip-10-25-205-144.224772.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0b1a96cb1f0d8aade652bb5fee7a703f4effaffaa25f19a6ab57a57b77b99eff
3
+ size 8190
logs/events.out.tfevents.1713840493.ip-10-25-205-144.224772.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d6cd6e1fcda21040fbd0bc79540e8b9b0eb28b8d854fe0f132bbb5c05ed097b5
3
+ size 8190
logs/events.out.tfevents.1713841445.ip-10-25-205-144.224772.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:932935aa687d2d4df48d7c7e0bfc51891125d0644a12e7e1ebe8264c0247bc44
3
+ size 8190
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9f64914e50b39c307dd615ee6bfaf91a619935c097730e069705e43240ee0d93
3
+ size 1198571496
optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5effe486b52f79217396076da9744eb799f459b69128673b196e399d9fb4afc6
3
+ size 2397245434
rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d61104fb679b06ddc19967f7f03a03b0e0ab8b0c4d3ca7107ad2523775797d09
3
+ size 14244
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:51fbdd77f639d0159fdbe487145c0b12140102a766ed276480953b7fd79c8f9c
3
+ size 1064
special_tokens_map.json ADDED
@@ -0,0 +1,150 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "<extra_id_0>",
4
+ "<extra_id_1>",
5
+ "<extra_id_2>",
6
+ "<extra_id_3>",
7
+ "<extra_id_4>",
8
+ "<extra_id_5>",
9
+ "<extra_id_6>",
10
+ "<extra_id_7>",
11
+ "<extra_id_8>",
12
+ "<extra_id_9>",
13
+ "<extra_id_10>",
14
+ "<extra_id_11>",
15
+ "<extra_id_12>",
16
+ "<extra_id_13>",
17
+ "<extra_id_14>",
18
+ "<extra_id_15>",
19
+ "<extra_id_16>",
20
+ "<extra_id_17>",
21
+ "<extra_id_18>",
22
+ "<extra_id_19>",
23
+ "<extra_id_20>",
24
+ "<extra_id_21>",
25
+ "<extra_id_22>",
26
+ "<extra_id_23>",
27
+ "<extra_id_24>",
28
+ "<extra_id_25>",
29
+ "<extra_id_26>",
30
+ "<extra_id_27>",
31
+ "<extra_id_28>",
32
+ "<extra_id_29>",
33
+ "<extra_id_30>",
34
+ "<extra_id_31>",
35
+ "<extra_id_32>",
36
+ "<extra_id_33>",
37
+ "<extra_id_34>",
38
+ "<extra_id_35>",
39
+ "<extra_id_36>",
40
+ "<extra_id_37>",
41
+ "<extra_id_38>",
42
+ "<extra_id_39>",
43
+ "<extra_id_40>",
44
+ "<extra_id_41>",
45
+ "<extra_id_42>",
46
+ "<extra_id_43>",
47
+ "<extra_id_44>",
48
+ "<extra_id_45>",
49
+ "<extra_id_46>",
50
+ "<extra_id_47>",
51
+ "<extra_id_48>",
52
+ "<extra_id_49>",
53
+ "<extra_id_50>",
54
+ "<extra_id_51>",
55
+ "<extra_id_52>",
56
+ "<extra_id_53>",
57
+ "<extra_id_54>",
58
+ "<extra_id_55>",
59
+ "<extra_id_56>",
60
+ "<extra_id_57>",
61
+ "<extra_id_58>",
62
+ "<extra_id_59>",
63
+ "<extra_id_60>",
64
+ "<extra_id_61>",
65
+ "<extra_id_62>",
66
+ "<extra_id_63>",
67
+ "<extra_id_64>",
68
+ "<extra_id_65>",
69
+ "<extra_id_66>",
70
+ "<extra_id_67>",
71
+ "<extra_id_68>",
72
+ "<extra_id_69>",
73
+ "<extra_id_70>",
74
+ "<extra_id_71>",
75
+ "<extra_id_72>",
76
+ "<extra_id_73>",
77
+ "<extra_id_74>",
78
+ "<extra_id_75>",
79
+ "<extra_id_76>",
80
+ "<extra_id_77>",
81
+ "<extra_id_78>",
82
+ "<extra_id_79>",
83
+ "<extra_id_80>",
84
+ "<extra_id_81>",
85
+ "<extra_id_82>",
86
+ "<extra_id_83>",
87
+ "<extra_id_84>",
88
+ "<extra_id_85>",
89
+ "<extra_id_86>",
90
+ "<extra_id_87>",
91
+ "<extra_id_88>",
92
+ "<extra_id_89>",
93
+ "<extra_id_90>",
94
+ "<extra_id_91>",
95
+ "<extra_id_92>",
96
+ "<extra_id_93>",
97
+ "<extra_id_94>",
98
+ "<extra_id_95>",
99
+ "<extra_id_96>",
100
+ "<extra_id_97>",
101
+ "<extra_id_98>",
102
+ "<extra_id_99>",
103
+ "<extra_id_100>",
104
+ "<extra_id_101>",
105
+ "<extra_id_102>",
106
+ "<extra_id_103>",
107
+ "<extra_id_104>",
108
+ "<extra_id_105>",
109
+ "<extra_id_106>",
110
+ "<extra_id_107>",
111
+ "<extra_id_108>",
112
+ "<extra_id_109>",
113
+ "<extra_id_110>",
114
+ "<extra_id_111>",
115
+ "<extra_id_112>",
116
+ "<extra_id_113>",
117
+ "<extra_id_114>",
118
+ "<extra_id_115>",
119
+ "<extra_id_116>",
120
+ "<extra_id_117>",
121
+ "<extra_id_118>",
122
+ "<extra_id_119>",
123
+ "<extra_id_120>",
124
+ "<extra_id_121>",
125
+ "<extra_id_122>",
126
+ "<extra_id_123>",
127
+ "<extra_id_124>"
128
+ ],
129
+ "eos_token": {
130
+ "content": "</s>",
131
+ "lstrip": false,
132
+ "normalized": true,
133
+ "rstrip": false,
134
+ "single_word": false
135
+ },
136
+ "pad_token": {
137
+ "content": "<pad>",
138
+ "lstrip": false,
139
+ "normalized": true,
140
+ "rstrip": false,
141
+ "single_word": false
142
+ },
143
+ "unk_token": {
144
+ "content": "<unk>",
145
+ "lstrip": false,
146
+ "normalized": true,
147
+ "rstrip": false,
148
+ "single_word": false
149
+ }
150
+ }
tokenizer_config.json ADDED
@@ -0,0 +1,1162 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<pad>",
5
+ "lstrip": false,
6
+ "normalized": true,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "</s>",
13
+ "lstrip": false,
14
+ "normalized": true,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "<unk>",
21
+ "lstrip": false,
22
+ "normalized": true,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "259": {
28
+ "content": "<extra_id_0>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "260": {
36
+ "content": "<extra_id_1>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ },
43
+ "261": {
44
+ "content": "<extra_id_2>",
45
+ "lstrip": false,
46
+ "normalized": false,
47
+ "rstrip": false,
48
+ "single_word": false,
49
+ "special": true
50
+ },
51
+ "262": {
52
+ "content": "<extra_id_3>",
53
+ "lstrip": false,
54
+ "normalized": false,
55
+ "rstrip": false,
56
+ "single_word": false,
57
+ "special": true
58
+ },
59
+ "263": {
60
+ "content": "<extra_id_4>",
61
+ "lstrip": false,
62
+ "normalized": false,
63
+ "rstrip": false,
64
+ "single_word": false,
65
+ "special": true
66
+ },
67
+ "264": {
68
+ "content": "<extra_id_5>",
69
+ "lstrip": false,
70
+ "normalized": false,
71
+ "rstrip": false,
72
+ "single_word": false,
73
+ "special": true
74
+ },
75
+ "265": {
76
+ "content": "<extra_id_6>",
77
+ "lstrip": false,
78
+ "normalized": false,
79
+ "rstrip": false,
80
+ "single_word": false,
81
+ "special": true
82
+ },
83
+ "266": {
84
+ "content": "<extra_id_7>",
85
+ "lstrip": false,
86
+ "normalized": false,
87
+ "rstrip": false,
88
+ "single_word": false,
89
+ "special": true
90
+ },
91
+ "267": {
92
+ "content": "<extra_id_8>",
93
+ "lstrip": false,
94
+ "normalized": false,
95
+ "rstrip": false,
96
+ "single_word": false,
97
+ "special": true
98
+ },
99
+ "268": {
100
+ "content": "<extra_id_9>",
101
+ "lstrip": false,
102
+ "normalized": false,
103
+ "rstrip": false,
104
+ "single_word": false,
105
+ "special": true
106
+ },
107
+ "269": {
108
+ "content": "<extra_id_10>",
109
+ "lstrip": false,
110
+ "normalized": false,
111
+ "rstrip": false,
112
+ "single_word": false,
113
+ "special": true
114
+ },
115
+ "270": {
116
+ "content": "<extra_id_11>",
117
+ "lstrip": false,
118
+ "normalized": false,
119
+ "rstrip": false,
120
+ "single_word": false,
121
+ "special": true
122
+ },
123
+ "271": {
124
+ "content": "<extra_id_12>",
125
+ "lstrip": false,
126
+ "normalized": false,
127
+ "rstrip": false,
128
+ "single_word": false,
129
+ "special": true
130
+ },
131
+ "272": {
132
+ "content": "<extra_id_13>",
133
+ "lstrip": false,
134
+ "normalized": false,
135
+ "rstrip": false,
136
+ "single_word": false,
137
+ "special": true
138
+ },
139
+ "273": {
140
+ "content": "<extra_id_14>",
141
+ "lstrip": false,
142
+ "normalized": false,
143
+ "rstrip": false,
144
+ "single_word": false,
145
+ "special": true
146
+ },
147
+ "274": {
148
+ "content": "<extra_id_15>",
149
+ "lstrip": false,
150
+ "normalized": false,
151
+ "rstrip": false,
152
+ "single_word": false,
153
+ "special": true
154
+ },
155
+ "275": {
156
+ "content": "<extra_id_16>",
157
+ "lstrip": false,
158
+ "normalized": false,
159
+ "rstrip": false,
160
+ "single_word": false,
161
+ "special": true
162
+ },
163
+ "276": {
164
+ "content": "<extra_id_17>",
165
+ "lstrip": false,
166
+ "normalized": false,
167
+ "rstrip": false,
168
+ "single_word": false,
169
+ "special": true
170
+ },
171
+ "277": {
172
+ "content": "<extra_id_18>",
173
+ "lstrip": false,
174
+ "normalized": false,
175
+ "rstrip": false,
176
+ "single_word": false,
177
+ "special": true
178
+ },
179
+ "278": {
180
+ "content": "<extra_id_19>",
181
+ "lstrip": false,
182
+ "normalized": false,
183
+ "rstrip": false,
184
+ "single_word": false,
185
+ "special": true
186
+ },
187
+ "279": {
188
+ "content": "<extra_id_20>",
189
+ "lstrip": false,
190
+ "normalized": false,
191
+ "rstrip": false,
192
+ "single_word": false,
193
+ "special": true
194
+ },
195
+ "280": {
196
+ "content": "<extra_id_21>",
197
+ "lstrip": false,
198
+ "normalized": false,
199
+ "rstrip": false,
200
+ "single_word": false,
201
+ "special": true
202
+ },
203
+ "281": {
204
+ "content": "<extra_id_22>",
205
+ "lstrip": false,
206
+ "normalized": false,
207
+ "rstrip": false,
208
+ "single_word": false,
209
+ "special": true
210
+ },
211
+ "282": {
212
+ "content": "<extra_id_23>",
213
+ "lstrip": false,
214
+ "normalized": false,
215
+ "rstrip": false,
216
+ "single_word": false,
217
+ "special": true
218
+ },
219
+ "283": {
220
+ "content": "<extra_id_24>",
221
+ "lstrip": false,
222
+ "normalized": false,
223
+ "rstrip": false,
224
+ "single_word": false,
225
+ "special": true
226
+ },
227
+ "284": {
228
+ "content": "<extra_id_25>",
229
+ "lstrip": false,
230
+ "normalized": false,
231
+ "rstrip": false,
232
+ "single_word": false,
233
+ "special": true
234
+ },
235
+ "285": {
236
+ "content": "<extra_id_26>",
237
+ "lstrip": false,
238
+ "normalized": false,
239
+ "rstrip": false,
240
+ "single_word": false,
241
+ "special": true
242
+ },
243
+ "286": {
244
+ "content": "<extra_id_27>",
245
+ "lstrip": false,
246
+ "normalized": false,
247
+ "rstrip": false,
248
+ "single_word": false,
249
+ "special": true
250
+ },
251
+ "287": {
252
+ "content": "<extra_id_28>",
253
+ "lstrip": false,
254
+ "normalized": false,
255
+ "rstrip": false,
256
+ "single_word": false,
257
+ "special": true
258
+ },
259
+ "288": {
260
+ "content": "<extra_id_29>",
261
+ "lstrip": false,
262
+ "normalized": false,
263
+ "rstrip": false,
264
+ "single_word": false,
265
+ "special": true
266
+ },
267
+ "289": {
268
+ "content": "<extra_id_30>",
269
+ "lstrip": false,
270
+ "normalized": false,
271
+ "rstrip": false,
272
+ "single_word": false,
273
+ "special": true
274
+ },
275
+ "290": {
276
+ "content": "<extra_id_31>",
277
+ "lstrip": false,
278
+ "normalized": false,
279
+ "rstrip": false,
280
+ "single_word": false,
281
+ "special": true
282
+ },
283
+ "291": {
284
+ "content": "<extra_id_32>",
285
+ "lstrip": false,
286
+ "normalized": false,
287
+ "rstrip": false,
288
+ "single_word": false,
289
+ "special": true
290
+ },
291
+ "292": {
292
+ "content": "<extra_id_33>",
293
+ "lstrip": false,
294
+ "normalized": false,
295
+ "rstrip": false,
296
+ "single_word": false,
297
+ "special": true
298
+ },
299
+ "293": {
300
+ "content": "<extra_id_34>",
301
+ "lstrip": false,
302
+ "normalized": false,
303
+ "rstrip": false,
304
+ "single_word": false,
305
+ "special": true
306
+ },
307
+ "294": {
308
+ "content": "<extra_id_35>",
309
+ "lstrip": false,
310
+ "normalized": false,
311
+ "rstrip": false,
312
+ "single_word": false,
313
+ "special": true
314
+ },
315
+ "295": {
316
+ "content": "<extra_id_36>",
317
+ "lstrip": false,
318
+ "normalized": false,
319
+ "rstrip": false,
320
+ "single_word": false,
321
+ "special": true
322
+ },
323
+ "296": {
324
+ "content": "<extra_id_37>",
325
+ "lstrip": false,
326
+ "normalized": false,
327
+ "rstrip": false,
328
+ "single_word": false,
329
+ "special": true
330
+ },
331
+ "297": {
332
+ "content": "<extra_id_38>",
333
+ "lstrip": false,
334
+ "normalized": false,
335
+ "rstrip": false,
336
+ "single_word": false,
337
+ "special": true
338
+ },
339
+ "298": {
340
+ "content": "<extra_id_39>",
341
+ "lstrip": false,
342
+ "normalized": false,
343
+ "rstrip": false,
344
+ "single_word": false,
345
+ "special": true
346
+ },
347
+ "299": {
348
+ "content": "<extra_id_40>",
349
+ "lstrip": false,
350
+ "normalized": false,
351
+ "rstrip": false,
352
+ "single_word": false,
353
+ "special": true
354
+ },
355
+ "300": {
356
+ "content": "<extra_id_41>",
357
+ "lstrip": false,
358
+ "normalized": false,
359
+ "rstrip": false,
360
+ "single_word": false,
361
+ "special": true
362
+ },
363
+ "301": {
364
+ "content": "<extra_id_42>",
365
+ "lstrip": false,
366
+ "normalized": false,
367
+ "rstrip": false,
368
+ "single_word": false,
369
+ "special": true
370
+ },
371
+ "302": {
372
+ "content": "<extra_id_43>",
373
+ "lstrip": false,
374
+ "normalized": false,
375
+ "rstrip": false,
376
+ "single_word": false,
377
+ "special": true
378
+ },
379
+ "303": {
380
+ "content": "<extra_id_44>",
381
+ "lstrip": false,
382
+ "normalized": false,
383
+ "rstrip": false,
384
+ "single_word": false,
385
+ "special": true
386
+ },
387
+ "304": {
388
+ "content": "<extra_id_45>",
389
+ "lstrip": false,
390
+ "normalized": false,
391
+ "rstrip": false,
392
+ "single_word": false,
393
+ "special": true
394
+ },
395
+ "305": {
396
+ "content": "<extra_id_46>",
397
+ "lstrip": false,
398
+ "normalized": false,
399
+ "rstrip": false,
400
+ "single_word": false,
401
+ "special": true
402
+ },
403
+ "306": {
404
+ "content": "<extra_id_47>",
405
+ "lstrip": false,
406
+ "normalized": false,
407
+ "rstrip": false,
408
+ "single_word": false,
409
+ "special": true
410
+ },
411
+ "307": {
412
+ "content": "<extra_id_48>",
413
+ "lstrip": false,
414
+ "normalized": false,
415
+ "rstrip": false,
416
+ "single_word": false,
417
+ "special": true
418
+ },
419
+ "308": {
420
+ "content": "<extra_id_49>",
421
+ "lstrip": false,
422
+ "normalized": false,
423
+ "rstrip": false,
424
+ "single_word": false,
425
+ "special": true
426
+ },
427
+ "309": {
428
+ "content": "<extra_id_50>",
429
+ "lstrip": false,
430
+ "normalized": false,
431
+ "rstrip": false,
432
+ "single_word": false,
433
+ "special": true
434
+ },
435
+ "310": {
436
+ "content": "<extra_id_51>",
437
+ "lstrip": false,
438
+ "normalized": false,
439
+ "rstrip": false,
440
+ "single_word": false,
441
+ "special": true
442
+ },
443
+ "311": {
444
+ "content": "<extra_id_52>",
445
+ "lstrip": false,
446
+ "normalized": false,
447
+ "rstrip": false,
448
+ "single_word": false,
449
+ "special": true
450
+ },
451
+ "312": {
452
+ "content": "<extra_id_53>",
453
+ "lstrip": false,
454
+ "normalized": false,
455
+ "rstrip": false,
456
+ "single_word": false,
457
+ "special": true
458
+ },
459
+ "313": {
460
+ "content": "<extra_id_54>",
461
+ "lstrip": false,
462
+ "normalized": false,
463
+ "rstrip": false,
464
+ "single_word": false,
465
+ "special": true
466
+ },
467
+ "314": {
468
+ "content": "<extra_id_55>",
469
+ "lstrip": false,
470
+ "normalized": false,
471
+ "rstrip": false,
472
+ "single_word": false,
473
+ "special": true
474
+ },
475
+ "315": {
476
+ "content": "<extra_id_56>",
477
+ "lstrip": false,
478
+ "normalized": false,
479
+ "rstrip": false,
480
+ "single_word": false,
481
+ "special": true
482
+ },
483
+ "316": {
484
+ "content": "<extra_id_57>",
485
+ "lstrip": false,
486
+ "normalized": false,
487
+ "rstrip": false,
488
+ "single_word": false,
489
+ "special": true
490
+ },
491
+ "317": {
492
+ "content": "<extra_id_58>",
493
+ "lstrip": false,
494
+ "normalized": false,
495
+ "rstrip": false,
496
+ "single_word": false,
497
+ "special": true
498
+ },
499
+ "318": {
500
+ "content": "<extra_id_59>",
501
+ "lstrip": false,
502
+ "normalized": false,
503
+ "rstrip": false,
504
+ "single_word": false,
505
+ "special": true
506
+ },
507
+ "319": {
508
+ "content": "<extra_id_60>",
509
+ "lstrip": false,
510
+ "normalized": false,
511
+ "rstrip": false,
512
+ "single_word": false,
513
+ "special": true
514
+ },
515
+ "320": {
516
+ "content": "<extra_id_61>",
517
+ "lstrip": false,
518
+ "normalized": false,
519
+ "rstrip": false,
520
+ "single_word": false,
521
+ "special": true
522
+ },
523
+ "321": {
524
+ "content": "<extra_id_62>",
525
+ "lstrip": false,
526
+ "normalized": false,
527
+ "rstrip": false,
528
+ "single_word": false,
529
+ "special": true
530
+ },
531
+ "322": {
532
+ "content": "<extra_id_63>",
533
+ "lstrip": false,
534
+ "normalized": false,
535
+ "rstrip": false,
536
+ "single_word": false,
537
+ "special": true
538
+ },
539
+ "323": {
540
+ "content": "<extra_id_64>",
541
+ "lstrip": false,
542
+ "normalized": false,
543
+ "rstrip": false,
544
+ "single_word": false,
545
+ "special": true
546
+ },
547
+ "324": {
548
+ "content": "<extra_id_65>",
549
+ "lstrip": false,
550
+ "normalized": false,
551
+ "rstrip": false,
552
+ "single_word": false,
553
+ "special": true
554
+ },
555
+ "325": {
556
+ "content": "<extra_id_66>",
557
+ "lstrip": false,
558
+ "normalized": false,
559
+ "rstrip": false,
560
+ "single_word": false,
561
+ "special": true
562
+ },
563
+ "326": {
564
+ "content": "<extra_id_67>",
565
+ "lstrip": false,
566
+ "normalized": false,
567
+ "rstrip": false,
568
+ "single_word": false,
569
+ "special": true
570
+ },
571
+ "327": {
572
+ "content": "<extra_id_68>",
573
+ "lstrip": false,
574
+ "normalized": false,
575
+ "rstrip": false,
576
+ "single_word": false,
577
+ "special": true
578
+ },
579
+ "328": {
580
+ "content": "<extra_id_69>",
581
+ "lstrip": false,
582
+ "normalized": false,
583
+ "rstrip": false,
584
+ "single_word": false,
585
+ "special": true
586
+ },
587
+ "329": {
588
+ "content": "<extra_id_70>",
589
+ "lstrip": false,
590
+ "normalized": false,
591
+ "rstrip": false,
592
+ "single_word": false,
593
+ "special": true
594
+ },
595
+ "330": {
596
+ "content": "<extra_id_71>",
597
+ "lstrip": false,
598
+ "normalized": false,
599
+ "rstrip": false,
600
+ "single_word": false,
601
+ "special": true
602
+ },
603
+ "331": {
604
+ "content": "<extra_id_72>",
605
+ "lstrip": false,
606
+ "normalized": false,
607
+ "rstrip": false,
608
+ "single_word": false,
609
+ "special": true
610
+ },
611
+ "332": {
612
+ "content": "<extra_id_73>",
613
+ "lstrip": false,
614
+ "normalized": false,
615
+ "rstrip": false,
616
+ "single_word": false,
617
+ "special": true
618
+ },
619
+ "333": {
620
+ "content": "<extra_id_74>",
621
+ "lstrip": false,
622
+ "normalized": false,
623
+ "rstrip": false,
624
+ "single_word": false,
625
+ "special": true
626
+ },
627
+ "334": {
628
+ "content": "<extra_id_75>",
629
+ "lstrip": false,
630
+ "normalized": false,
631
+ "rstrip": false,
632
+ "single_word": false,
633
+ "special": true
634
+ },
635
+ "335": {
636
+ "content": "<extra_id_76>",
637
+ "lstrip": false,
638
+ "normalized": false,
639
+ "rstrip": false,
640
+ "single_word": false,
641
+ "special": true
642
+ },
643
+ "336": {
644
+ "content": "<extra_id_77>",
645
+ "lstrip": false,
646
+ "normalized": false,
647
+ "rstrip": false,
648
+ "single_word": false,
649
+ "special": true
650
+ },
651
+ "337": {
652
+ "content": "<extra_id_78>",
653
+ "lstrip": false,
654
+ "normalized": false,
655
+ "rstrip": false,
656
+ "single_word": false,
657
+ "special": true
658
+ },
659
+ "338": {
660
+ "content": "<extra_id_79>",
661
+ "lstrip": false,
662
+ "normalized": false,
663
+ "rstrip": false,
664
+ "single_word": false,
665
+ "special": true
666
+ },
667
+ "339": {
668
+ "content": "<extra_id_80>",
669
+ "lstrip": false,
670
+ "normalized": false,
671
+ "rstrip": false,
672
+ "single_word": false,
673
+ "special": true
674
+ },
675
+ "340": {
676
+ "content": "<extra_id_81>",
677
+ "lstrip": false,
678
+ "normalized": false,
679
+ "rstrip": false,
680
+ "single_word": false,
681
+ "special": true
682
+ },
683
+ "341": {
684
+ "content": "<extra_id_82>",
685
+ "lstrip": false,
686
+ "normalized": false,
687
+ "rstrip": false,
688
+ "single_word": false,
689
+ "special": true
690
+ },
691
+ "342": {
692
+ "content": "<extra_id_83>",
693
+ "lstrip": false,
694
+ "normalized": false,
695
+ "rstrip": false,
696
+ "single_word": false,
697
+ "special": true
698
+ },
699
+ "343": {
700
+ "content": "<extra_id_84>",
701
+ "lstrip": false,
702
+ "normalized": false,
703
+ "rstrip": false,
704
+ "single_word": false,
705
+ "special": true
706
+ },
707
+ "344": {
708
+ "content": "<extra_id_85>",
709
+ "lstrip": false,
710
+ "normalized": false,
711
+ "rstrip": false,
712
+ "single_word": false,
713
+ "special": true
714
+ },
715
+ "345": {
716
+ "content": "<extra_id_86>",
717
+ "lstrip": false,
718
+ "normalized": false,
719
+ "rstrip": false,
720
+ "single_word": false,
721
+ "special": true
722
+ },
723
+ "346": {
724
+ "content": "<extra_id_87>",
725
+ "lstrip": false,
726
+ "normalized": false,
727
+ "rstrip": false,
728
+ "single_word": false,
729
+ "special": true
730
+ },
731
+ "347": {
732
+ "content": "<extra_id_88>",
733
+ "lstrip": false,
734
+ "normalized": false,
735
+ "rstrip": false,
736
+ "single_word": false,
737
+ "special": true
738
+ },
739
+ "348": {
740
+ "content": "<extra_id_89>",
741
+ "lstrip": false,
742
+ "normalized": false,
743
+ "rstrip": false,
744
+ "single_word": false,
745
+ "special": true
746
+ },
747
+ "349": {
748
+ "content": "<extra_id_90>",
749
+ "lstrip": false,
750
+ "normalized": false,
751
+ "rstrip": false,
752
+ "single_word": false,
753
+ "special": true
754
+ },
755
+ "350": {
756
+ "content": "<extra_id_91>",
757
+ "lstrip": false,
758
+ "normalized": false,
759
+ "rstrip": false,
760
+ "single_word": false,
761
+ "special": true
762
+ },
763
+ "351": {
764
+ "content": "<extra_id_92>",
765
+ "lstrip": false,
766
+ "normalized": false,
767
+ "rstrip": false,
768
+ "single_word": false,
769
+ "special": true
770
+ },
771
+ "352": {
772
+ "content": "<extra_id_93>",
773
+ "lstrip": false,
774
+ "normalized": false,
775
+ "rstrip": false,
776
+ "single_word": false,
777
+ "special": true
778
+ },
779
+ "353": {
780
+ "content": "<extra_id_94>",
781
+ "lstrip": false,
782
+ "normalized": false,
783
+ "rstrip": false,
784
+ "single_word": false,
785
+ "special": true
786
+ },
787
+ "354": {
788
+ "content": "<extra_id_95>",
789
+ "lstrip": false,
790
+ "normalized": false,
791
+ "rstrip": false,
792
+ "single_word": false,
793
+ "special": true
794
+ },
795
+ "355": {
796
+ "content": "<extra_id_96>",
797
+ "lstrip": false,
798
+ "normalized": false,
799
+ "rstrip": false,
800
+ "single_word": false,
801
+ "special": true
802
+ },
803
+ "356": {
804
+ "content": "<extra_id_97>",
805
+ "lstrip": false,
806
+ "normalized": false,
807
+ "rstrip": false,
808
+ "single_word": false,
809
+ "special": true
810
+ },
811
+ "357": {
812
+ "content": "<extra_id_98>",
813
+ "lstrip": false,
814
+ "normalized": false,
815
+ "rstrip": false,
816
+ "single_word": false,
817
+ "special": true
818
+ },
819
+ "358": {
820
+ "content": "<extra_id_99>",
821
+ "lstrip": false,
822
+ "normalized": false,
823
+ "rstrip": false,
824
+ "single_word": false,
825
+ "special": true
826
+ },
827
+ "359": {
828
+ "content": "<extra_id_100>",
829
+ "lstrip": false,
830
+ "normalized": false,
831
+ "rstrip": false,
832
+ "single_word": false,
833
+ "special": true
834
+ },
835
+ "360": {
836
+ "content": "<extra_id_101>",
837
+ "lstrip": false,
838
+ "normalized": false,
839
+ "rstrip": false,
840
+ "single_word": false,
841
+ "special": true
842
+ },
843
+ "361": {
844
+ "content": "<extra_id_102>",
845
+ "lstrip": false,
846
+ "normalized": false,
847
+ "rstrip": false,
848
+ "single_word": false,
849
+ "special": true
850
+ },
851
+ "362": {
852
+ "content": "<extra_id_103>",
853
+ "lstrip": false,
854
+ "normalized": false,
855
+ "rstrip": false,
856
+ "single_word": false,
857
+ "special": true
858
+ },
859
+ "363": {
860
+ "content": "<extra_id_104>",
861
+ "lstrip": false,
862
+ "normalized": false,
863
+ "rstrip": false,
864
+ "single_word": false,
865
+ "special": true
866
+ },
867
+ "364": {
868
+ "content": "<extra_id_105>",
869
+ "lstrip": false,
870
+ "normalized": false,
871
+ "rstrip": false,
872
+ "single_word": false,
873
+ "special": true
874
+ },
875
+ "365": {
876
+ "content": "<extra_id_106>",
877
+ "lstrip": false,
878
+ "normalized": false,
879
+ "rstrip": false,
880
+ "single_word": false,
881
+ "special": true
882
+ },
883
+ "366": {
884
+ "content": "<extra_id_107>",
885
+ "lstrip": false,
886
+ "normalized": false,
887
+ "rstrip": false,
888
+ "single_word": false,
889
+ "special": true
890
+ },
891
+ "367": {
892
+ "content": "<extra_id_108>",
893
+ "lstrip": false,
894
+ "normalized": false,
895
+ "rstrip": false,
896
+ "single_word": false,
897
+ "special": true
898
+ },
899
+ "368": {
900
+ "content": "<extra_id_109>",
901
+ "lstrip": false,
902
+ "normalized": false,
903
+ "rstrip": false,
904
+ "single_word": false,
905
+ "special": true
906
+ },
907
+ "369": {
908
+ "content": "<extra_id_110>",
909
+ "lstrip": false,
910
+ "normalized": false,
911
+ "rstrip": false,
912
+ "single_word": false,
913
+ "special": true
914
+ },
915
+ "370": {
916
+ "content": "<extra_id_111>",
917
+ "lstrip": false,
918
+ "normalized": false,
919
+ "rstrip": false,
920
+ "single_word": false,
921
+ "special": true
922
+ },
923
+ "371": {
924
+ "content": "<extra_id_112>",
925
+ "lstrip": false,
926
+ "normalized": false,
927
+ "rstrip": false,
928
+ "single_word": false,
929
+ "special": true
930
+ },
931
+ "372": {
932
+ "content": "<extra_id_113>",
933
+ "lstrip": false,
934
+ "normalized": false,
935
+ "rstrip": false,
936
+ "single_word": false,
937
+ "special": true
938
+ },
939
+ "373": {
940
+ "content": "<extra_id_114>",
941
+ "lstrip": false,
942
+ "normalized": false,
943
+ "rstrip": false,
944
+ "single_word": false,
945
+ "special": true
946
+ },
947
+ "374": {
948
+ "content": "<extra_id_115>",
949
+ "lstrip": false,
950
+ "normalized": false,
951
+ "rstrip": false,
952
+ "single_word": false,
953
+ "special": true
954
+ },
955
+ "375": {
956
+ "content": "<extra_id_116>",
957
+ "lstrip": false,
958
+ "normalized": false,
959
+ "rstrip": false,
960
+ "single_word": false,
961
+ "special": true
962
+ },
963
+ "376": {
964
+ "content": "<extra_id_117>",
965
+ "lstrip": false,
966
+ "normalized": false,
967
+ "rstrip": false,
968
+ "single_word": false,
969
+ "special": true
970
+ },
971
+ "377": {
972
+ "content": "<extra_id_118>",
973
+ "lstrip": false,
974
+ "normalized": false,
975
+ "rstrip": false,
976
+ "single_word": false,
977
+ "special": true
978
+ },
979
+ "378": {
980
+ "content": "<extra_id_119>",
981
+ "lstrip": false,
982
+ "normalized": false,
983
+ "rstrip": false,
984
+ "single_word": false,
985
+ "special": true
986
+ },
987
+ "379": {
988
+ "content": "<extra_id_120>",
989
+ "lstrip": false,
990
+ "normalized": false,
991
+ "rstrip": false,
992
+ "single_word": false,
993
+ "special": true
994
+ },
995
+ "380": {
996
+ "content": "<extra_id_121>",
997
+ "lstrip": false,
998
+ "normalized": false,
999
+ "rstrip": false,
1000
+ "single_word": false,
1001
+ "special": true
1002
+ },
1003
+ "381": {
1004
+ "content": "<extra_id_122>",
1005
+ "lstrip": false,
1006
+ "normalized": false,
1007
+ "rstrip": false,
1008
+ "single_word": false,
1009
+ "special": true
1010
+ },
1011
+ "382": {
1012
+ "content": "<extra_id_123>",
1013
+ "lstrip": false,
1014
+ "normalized": false,
1015
+ "rstrip": false,
1016
+ "single_word": false,
1017
+ "special": true
1018
+ },
1019
+ "383": {
1020
+ "content": "<extra_id_124>",
1021
+ "lstrip": false,
1022
+ "normalized": false,
1023
+ "rstrip": false,
1024
+ "single_word": false,
1025
+ "special": true
1026
+ }
1027
+ },
1028
+ "additional_special_tokens": [
1029
+ "<extra_id_0>",
1030
+ "<extra_id_1>",
1031
+ "<extra_id_2>",
1032
+ "<extra_id_3>",
1033
+ "<extra_id_4>",
1034
+ "<extra_id_5>",
1035
+ "<extra_id_6>",
1036
+ "<extra_id_7>",
1037
+ "<extra_id_8>",
1038
+ "<extra_id_9>",
1039
+ "<extra_id_10>",
1040
+ "<extra_id_11>",
1041
+ "<extra_id_12>",
1042
+ "<extra_id_13>",
1043
+ "<extra_id_14>",
1044
+ "<extra_id_15>",
1045
+ "<extra_id_16>",
1046
+ "<extra_id_17>",
1047
+ "<extra_id_18>",
1048
+ "<extra_id_19>",
1049
+ "<extra_id_20>",
1050
+ "<extra_id_21>",
1051
+ "<extra_id_22>",
1052
+ "<extra_id_23>",
1053
+ "<extra_id_24>",
1054
+ "<extra_id_25>",
1055
+ "<extra_id_26>",
1056
+ "<extra_id_27>",
1057
+ "<extra_id_28>",
1058
+ "<extra_id_29>",
1059
+ "<extra_id_30>",
1060
+ "<extra_id_31>",
1061
+ "<extra_id_32>",
1062
+ "<extra_id_33>",
1063
+ "<extra_id_34>",
1064
+ "<extra_id_35>",
1065
+ "<extra_id_36>",
1066
+ "<extra_id_37>",
1067
+ "<extra_id_38>",
1068
+ "<extra_id_39>",
1069
+ "<extra_id_40>",
1070
+ "<extra_id_41>",
1071
+ "<extra_id_42>",
1072
+ "<extra_id_43>",
1073
+ "<extra_id_44>",
1074
+ "<extra_id_45>",
1075
+ "<extra_id_46>",
1076
+ "<extra_id_47>",
1077
+ "<extra_id_48>",
1078
+ "<extra_id_49>",
1079
+ "<extra_id_50>",
1080
+ "<extra_id_51>",
1081
+ "<extra_id_52>",
1082
+ "<extra_id_53>",
1083
+ "<extra_id_54>",
1084
+ "<extra_id_55>",
1085
+ "<extra_id_56>",
1086
+ "<extra_id_57>",
1087
+ "<extra_id_58>",
1088
+ "<extra_id_59>",
1089
+ "<extra_id_60>",
1090
+ "<extra_id_61>",
1091
+ "<extra_id_62>",
1092
+ "<extra_id_63>",
1093
+ "<extra_id_64>",
1094
+ "<extra_id_65>",
1095
+ "<extra_id_66>",
1096
+ "<extra_id_67>",
1097
+ "<extra_id_68>",
1098
+ "<extra_id_69>",
1099
+ "<extra_id_70>",
1100
+ "<extra_id_71>",
1101
+ "<extra_id_72>",
1102
+ "<extra_id_73>",
1103
+ "<extra_id_74>",
1104
+ "<extra_id_75>",
1105
+ "<extra_id_76>",
1106
+ "<extra_id_77>",
1107
+ "<extra_id_78>",
1108
+ "<extra_id_79>",
1109
+ "<extra_id_80>",
1110
+ "<extra_id_81>",
1111
+ "<extra_id_82>",
1112
+ "<extra_id_83>",
1113
+ "<extra_id_84>",
1114
+ "<extra_id_85>",
1115
+ "<extra_id_86>",
1116
+ "<extra_id_87>",
1117
+ "<extra_id_88>",
1118
+ "<extra_id_89>",
1119
+ "<extra_id_90>",
1120
+ "<extra_id_91>",
1121
+ "<extra_id_92>",
1122
+ "<extra_id_93>",
1123
+ "<extra_id_94>",
1124
+ "<extra_id_95>",
1125
+ "<extra_id_96>",
1126
+ "<extra_id_97>",
1127
+ "<extra_id_98>",
1128
+ "<extra_id_99>",
1129
+ "<extra_id_100>",
1130
+ "<extra_id_101>",
1131
+ "<extra_id_102>",
1132
+ "<extra_id_103>",
1133
+ "<extra_id_104>",
1134
+ "<extra_id_105>",
1135
+ "<extra_id_106>",
1136
+ "<extra_id_107>",
1137
+ "<extra_id_108>",
1138
+ "<extra_id_109>",
1139
+ "<extra_id_110>",
1140
+ "<extra_id_111>",
1141
+ "<extra_id_112>",
1142
+ "<extra_id_113>",
1143
+ "<extra_id_114>",
1144
+ "<extra_id_115>",
1145
+ "<extra_id_116>",
1146
+ "<extra_id_117>",
1147
+ "<extra_id_118>",
1148
+ "<extra_id_119>",
1149
+ "<extra_id_120>",
1150
+ "<extra_id_121>",
1151
+ "<extra_id_122>",
1152
+ "<extra_id_123>",
1153
+ "<extra_id_124>"
1154
+ ],
1155
+ "clean_up_tokenization_spaces": true,
1156
+ "eos_token": "</s>",
1157
+ "extra_ids": 0,
1158
+ "model_max_length": 1000000000000000019884624838656,
1159
+ "pad_token": "<pad>",
1160
+ "tokenizer_class": "ByT5Tokenizer",
1161
+ "unk_token": "<unk>"
1162
+ }
trainer_state.json ADDED
@@ -0,0 +1,87 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.0698818638920784,
3
+ "best_model_checkpoint": "AlexWang99/byt5_3k_4d/checkpoint-28",
4
+ "epoch": 7.0,
5
+ "eval_steps": 500,
6
+ "global_step": 28,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_loss": 0.0857730507850647,
14
+ "eval_runtime": 10.8165,
15
+ "eval_samples_per_second": 924.512,
16
+ "eval_steps_per_second": 1.202,
17
+ "step": 4
18
+ },
19
+ {
20
+ "epoch": 2.0,
21
+ "eval_loss": 0.07839944213628769,
22
+ "eval_runtime": 11.2264,
23
+ "eval_samples_per_second": 890.759,
24
+ "eval_steps_per_second": 1.158,
25
+ "step": 8
26
+ },
27
+ {
28
+ "epoch": 2.5,
29
+ "learning_rate": 3.7500000000000003e-05,
30
+ "loss": 0.2758,
31
+ "step": 10
32
+ },
33
+ {
34
+ "epoch": 3.0,
35
+ "eval_loss": 0.08213867247104645,
36
+ "eval_runtime": 10.8071,
37
+ "eval_samples_per_second": 925.318,
38
+ "eval_steps_per_second": 1.203,
39
+ "step": 12
40
+ },
41
+ {
42
+ "epoch": 4.0,
43
+ "eval_loss": 0.075643390417099,
44
+ "eval_runtime": 10.9574,
45
+ "eval_samples_per_second": 912.625,
46
+ "eval_steps_per_second": 1.186,
47
+ "step": 16
48
+ },
49
+ {
50
+ "epoch": 5.0,
51
+ "learning_rate": 2.5e-05,
52
+ "loss": 0.2665,
53
+ "step": 20
54
+ },
55
+ {
56
+ "epoch": 5.0,
57
+ "eval_loss": 0.08006686717271805,
58
+ "eval_runtime": 10.7469,
59
+ "eval_samples_per_second": 930.504,
60
+ "eval_steps_per_second": 1.21,
61
+ "step": 20
62
+ },
63
+ {
64
+ "epoch": 6.0,
65
+ "eval_loss": 0.07446935027837753,
66
+ "eval_runtime": 10.989,
67
+ "eval_samples_per_second": 909.998,
68
+ "eval_steps_per_second": 1.183,
69
+ "step": 24
70
+ },
71
+ {
72
+ "epoch": 7.0,
73
+ "eval_loss": 0.0698818638920784,
74
+ "eval_runtime": 10.9854,
75
+ "eval_samples_per_second": 910.299,
76
+ "eval_steps_per_second": 1.183,
77
+ "step": 28
78
+ }
79
+ ],
80
+ "logging_steps": 10,
81
+ "max_steps": 40,
82
+ "num_train_epochs": 10,
83
+ "save_steps": 500,
84
+ "total_flos": 602929410048000.0,
85
+ "trial_name": null,
86
+ "trial_params": null
87
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e5bb33b17d04442f79c6708878e84832d2c9d97f68ea577c54774d39c187febe
3
+ size 4792