Hugging Face's logo

Kyle1668
/
imdb-t5-large

Text2Text Generation
Transformers
PyTorch
t5
text-generation-inference
Inference Endpoints
Model card Files Community
Kyle1668 commited on
Commit
64c4527
•
1 Parent(s): 866e4ef

Upload 12 files

Browse files
Files changed (12) hide show
  1. config.json +60 -0
  2. generation_config.json +7 -0
  3. optimizer.pt +3 -0
  4. pytorch_model.bin +3 -0
  5. rng_state.pth +3 -0
  6. scheduler.pt +3 -0
  7. special_tokens_map.json +107 -0
  8. spiece.model +3 -0
  9. tokenizer.json +0 -0
  10. tokenizer_config.json +111 -0
  11. trainer_state.json +216 -0
  12. training_args.bin +3 -0
config.json ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "t5-large",
3
+ "architectures": [
4
+ "T5ForConditionalGeneration"
5
+ ],
6
+ "d_ff": 4096,
7
+ "d_kv": 64,
8
+ "d_model": 1024,
9
+ "decoder_start_token_id": 0,
10
+ "dense_act_fn": "relu",
11
+ "dropout_rate": 0.1,
12
+ "eos_token_id": 1,
13
+ "feed_forward_proj": "relu",
14
+ "initializer_factor": 1.0,
15
+ "is_encoder_decoder": true,
16
+ "is_gated_act": false,
17
+ "layer_norm_epsilon": 1e-06,
18
+ "model_type": "t5",
19
+ "n_positions": 512,
20
+ "num_decoder_layers": 24,
21
+ "num_heads": 16,
22
+ "num_layers": 24,
23
+ "output_past": true,
24
+ "pad_token_id": 0,
25
+ "relative_attention_max_distance": 128,
26
+ "relative_attention_num_buckets": 32,
27
+ "task_specific_params": {
28
+ "summarization": {
29
+ "early_stopping": true,
30
+ "length_penalty": 2.0,
31
+ "max_length": 200,
32
+ "min_length": 30,
33
+ "no_repeat_ngram_size": 3,
34
+ "num_beams": 4,
35
+ "prefix": "summarize: "
36
+ },
37
+ "translation_en_to_de": {
38
+ "early_stopping": true,
39
+ "max_length": 300,
40
+ "num_beams": 4,
41
+ "prefix": "translate English to German: "
42
+ },
43
+ "translation_en_to_fr": {
44
+ "early_stopping": true,
45
+ "max_length": 300,
46
+ "num_beams": 4,
47
+ "prefix": "translate English to French: "
48
+ },
49
+ "translation_en_to_ro": {
50
+ "early_stopping": true,
51
+ "max_length": 300,
52
+ "num_beams": 4,
53
+ "prefix": "translate English to Romanian: "
54
+ }
55
+ },
56
+ "torch_dtype": "float32",
57
+ "transformers_version": "4.31.0",
58
+ "use_cache": false,
59
+ "vocab_size": 32128
60
+ }
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": "4.31.0"
7
+ }
optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:22d4e81bcdbae177c2bf498faaf54bb13e2fc0206506ccc634548e4844605dae
3
+ size 5901652619
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:81ac302d36a72ee2d2a6066a3af38a32c7de5fc17c66069f485916aaacf61602
3
+ size 2950848513
rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f421b962bac1131d9fdac9ac14532dde984b7171f28684e46375bff32f0fb237
3
+ size 14575
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e3a656775ee44121adc5b25a9532f7adfc38818aa7765b8bb73b97f4f0541457
3
+ size 627
special_tokens_map.json ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ ],
104
+ "eos_token": "</s>",
105
+ "pad_token": "<pad>",
106
+ "unk_token": "<unk>"
107
+ }
spiece.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
3
+ size 791656
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,111 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ ],
104
+ "clean_up_tokenization_spaces": true,
105
+ "eos_token": "</s>",
106
+ "extra_ids": 100,
107
+ "model_max_length": 512,
108
+ "pad_token": "<pad>",
109
+ "tokenizer_class": "T5Tokenizer",
110
+ "unk_token": "<unk>"
111
+ }
trainer_state.json ADDED
@@ -0,0 +1,216 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.4766906339372134,
3
+ "best_model_checkpoint": "trained_models/training_1696386400_imdb_t5-large/model/checkpoint-1250",
4
+ "epoch": 8.0,
5
+ "global_step": 10000,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.4,
12
+ "learning_rate": 0.0002,
13
+ "loss": 2.2083,
14
+ "step": 500
15
+ },
16
+ {
17
+ "epoch": 0.8,
18
+ "learning_rate": 0.0004,
19
+ "loss": 0.0893,
20
+ "step": 1000
21
+ },
22
+ {
23
+ "epoch": 1.0,
24
+ "eval_acc": 0.9126,
25
+ "eval_f1": 0.4766906339372134,
26
+ "eval_loss": 0.08332405984401703,
27
+ "eval_runtime": 2242.501,
28
+ "eval_samples_per_second": 11.148,
29
+ "eval_steps_per_second": 1.394,
30
+ "step": 1250
31
+ },
32
+ {
33
+ "epoch": 1.2,
34
+ "learning_rate": 0.0006,
35
+ "loss": 0.1071,
36
+ "step": 1500
37
+ },
38
+ {
39
+ "epoch": 1.6,
40
+ "learning_rate": 0.0008,
41
+ "loss": 0.1357,
42
+ "step": 2000
43
+ },
44
+ {
45
+ "epoch": 2.0,
46
+ "learning_rate": 0.001,
47
+ "loss": 0.1427,
48
+ "step": 2500
49
+ },
50
+ {
51
+ "epoch": 2.0,
52
+ "eval_acc": 0.8804,
53
+ "eval_f1": 0.4681979775093732,
54
+ "eval_loss": 0.1213899627327919,
55
+ "eval_runtime": 2199.3043,
56
+ "eval_samples_per_second": 11.367,
57
+ "eval_steps_per_second": 1.421,
58
+ "step": 2500
59
+ },
60
+ {
61
+ "epoch": 2.4,
62
+ "learning_rate": 0.0009777777777777777,
63
+ "loss": 0.1386,
64
+ "step": 3000
65
+ },
66
+ {
67
+ "epoch": 2.8,
68
+ "learning_rate": 0.0009555555555555556,
69
+ "loss": 0.1408,
70
+ "step": 3500
71
+ },
72
+ {
73
+ "epoch": 3.0,
74
+ "eval_acc": 0.90072,
75
+ "eval_f1": 0.47388185764694557,
76
+ "eval_loss": 0.10105577856302261,
77
+ "eval_runtime": 2213.3186,
78
+ "eval_samples_per_second": 11.295,
79
+ "eval_steps_per_second": 1.412,
80
+ "step": 3750
81
+ },
82
+ {
83
+ "epoch": 3.2,
84
+ "learning_rate": 0.0009333333333333333,
85
+ "loss": 0.1132,
86
+ "step": 4000
87
+ },
88
+ {
89
+ "epoch": 3.6,
90
+ "learning_rate": 0.0009111111111111111,
91
+ "loss": 0.1031,
92
+ "step": 4500
93
+ },
94
+ {
95
+ "epoch": 4.0,
96
+ "learning_rate": 0.0008888888888888888,
97
+ "loss": 0.1014,
98
+ "step": 5000
99
+ },
100
+ {
101
+ "epoch": 4.0,
102
+ "eval_acc": 0.87984,
103
+ "eval_f1": 0.4667470127189438,
104
+ "eval_loss": 0.10490511357784271,
105
+ "eval_runtime": 2197.6464,
106
+ "eval_samples_per_second": 11.376,
107
+ "eval_steps_per_second": 1.422,
108
+ "step": 5000
109
+ },
110
+ {
111
+ "epoch": 4.4,
112
+ "learning_rate": 0.0008666666666666667,
113
+ "loss": 0.0786,
114
+ "step": 5500
115
+ },
116
+ {
117
+ "epoch": 4.8,
118
+ "learning_rate": 0.0008444444444444444,
119
+ "loss": 0.0884,
120
+ "step": 6000
121
+ },
122
+ {
123
+ "epoch": 5.0,
124
+ "eval_acc": 0.86384,
125
+ "eval_f1": 0.4614100111141227,
126
+ "eval_loss": 0.1329798400402069,
127
+ "eval_runtime": 2272.8013,
128
+ "eval_samples_per_second": 11.0,
129
+ "eval_steps_per_second": 1.375,
130
+ "step": 6250
131
+ },
132
+ {
133
+ "epoch": 5.2,
134
+ "learning_rate": 0.0008222222222222222,
135
+ "loss": 0.0797,
136
+ "step": 6500
137
+ },
138
+ {
139
+ "epoch": 5.6,
140
+ "learning_rate": 0.0008,
141
+ "loss": 0.078,
142
+ "step": 7000
143
+ },
144
+ {
145
+ "epoch": 6.0,
146
+ "learning_rate": 0.0007777777777777778,
147
+ "loss": 0.0787,
148
+ "step": 7500
149
+ },
150
+ {
151
+ "epoch": 6.0,
152
+ "eval_acc": 0.88716,
153
+ "eval_f1": 0.4692667461450598,
154
+ "eval_loss": 0.10306421667337418,
155
+ "eval_runtime": 2288.8555,
156
+ "eval_samples_per_second": 10.922,
157
+ "eval_steps_per_second": 1.365,
158
+ "step": 7500
159
+ },
160
+ {
161
+ "epoch": 6.4,
162
+ "learning_rate": 0.0007555555555555555,
163
+ "loss": 0.0599,
164
+ "step": 8000
165
+ },
166
+ {
167
+ "epoch": 6.8,
168
+ "learning_rate": 0.0007333333333333333,
169
+ "loss": 0.0662,
170
+ "step": 8500
171
+ },
172
+ {
173
+ "epoch": 7.0,
174
+ "eval_acc": 0.8984,
175
+ "eval_f1": 0.4730434700951143,
176
+ "eval_loss": 0.10054909437894821,
177
+ "eval_runtime": 2312.3779,
178
+ "eval_samples_per_second": 10.811,
179
+ "eval_steps_per_second": 1.351,
180
+ "step": 8750
181
+ },
182
+ {
183
+ "epoch": 7.2,
184
+ "learning_rate": 0.0007111111111111111,
185
+ "loss": 0.057,
186
+ "step": 9000
187
+ },
188
+ {
189
+ "epoch": 7.6,
190
+ "learning_rate": 0.000688888888888889,
191
+ "loss": 0.0553,
192
+ "step": 9500
193
+ },
194
+ {
195
+ "epoch": 8.0,
196
+ "learning_rate": 0.0006666666666666666,
197
+ "loss": 0.0637,
198
+ "step": 10000
199
+ },
200
+ {
201
+ "epoch": 8.0,
202
+ "eval_acc": 0.903,
203
+ "eval_f1": 0.47421149544208796,
204
+ "eval_loss": 0.0991751179099083,
205
+ "eval_runtime": 2251.6698,
206
+ "eval_samples_per_second": 11.103,
207
+ "eval_steps_per_second": 1.388,
208
+ "step": 10000
209
+ }
210
+ ],
211
+ "max_steps": 25000,
212
+ "num_train_epochs": 20,
213
+ "total_flos": 3.4640756736e+17,
214
+ "trial_name": null,
215
+ "trial_params": null
216
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0ee3c5c959654c53ad12fd3ef78102777544b84e11a319325df0e5bf04fdc83b
3
+ size 4283