nour4286 commited on
Commit
3934b86
1 Parent(s): c8a279e

Training in progress, epoch 6, checkpoint

Browse files
checkpoint-9168/config.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "nour4286/ArabartModel",
3
+ "activation_dropout": 0.1,
4
+ "activation_function": "gelu",
5
+ "add_bias_logits": false,
6
+ "add_final_layer_norm": true,
7
+ "architectures": [
8
+ "MBartForConditionalGeneration"
9
+ ],
10
+ "attention_dropout": 0.1,
11
+ "bos_token_id": 0,
12
+ "classif_dropout": 0.1,
13
+ "classifier_dropout": 0.0,
14
+ "d_model": 768,
15
+ "decoder_attention_heads": 12,
16
+ "decoder_ffn_dim": 3072,
17
+ "decoder_layerdrop": 0.0,
18
+ "decoder_layers": 6,
19
+ "decoder_start_token_id": 2,
20
+ "do_blenderbot_90_layernorm": false,
21
+ "dropout": 0.1,
22
+ "early_stopping": true,
23
+ "encoder_attention_heads": 12,
24
+ "encoder_ffn_dim": 3072,
25
+ "encoder_layerdrop": 0.0,
26
+ "encoder_layers": 6,
27
+ "eos_token_id": 2,
28
+ "extra_pos_embeddings": 2,
29
+ "force_bos_token_to_be_generated": false,
30
+ "forced_eos_token_id": 2,
31
+ "gradient_checkpointing": false,
32
+ "id2label": {
33
+ "0": "LABEL_0",
34
+ "1": "LABEL_1",
35
+ "2": "LABEL_2"
36
+ },
37
+ "init_std": 0.02,
38
+ "is_encoder_decoder": true,
39
+ "label2id": {
40
+ "LABEL_0": 0,
41
+ "LABEL_1": 1,
42
+ "LABEL_2": 2
43
+ },
44
+ "max_position_embeddings": 1024,
45
+ "model_type": "mbart",
46
+ "no_repeat_ngram_size": 3,
47
+ "normalize_before": true,
48
+ "normalize_embedding": true,
49
+ "num_beams": 4,
50
+ "num_hidden_layers": 6,
51
+ "pad_token_id": 1,
52
+ "scale_embedding": false,
53
+ "static_position_embeddings": false,
54
+ "tokenizer_class": "BarthezTokenizer",
55
+ "torch_dtype": "float32",
56
+ "transformers_version": "4.41.2",
57
+ "use_cache": true,
58
+ "vocab_size": 50002
59
+ }
checkpoint-9168/generation_config.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 0,
3
+ "decoder_start_token_id": 2,
4
+ "early_stopping": true,
5
+ "eos_token_id": 2,
6
+ "forced_eos_token_id": 2,
7
+ "max_new_tokens": 100,
8
+ "no_repeat_ngram_size": 3,
9
+ "num_beams": 4,
10
+ "pad_token_id": 1,
11
+ "transformers_version": "4.41.2"
12
+ }
checkpoint-9168/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d034f93a7bbb41bd9a5ab7e7842570c14aef58b6c99dc94fe5fce7f82a96c881
3
+ size 557116312
checkpoint-9168/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c2d198492202c37f7dae6b0667d78a3b4583e907014c9c3a59a8c073add061cd
3
+ size 1113991930
checkpoint-9168/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c784c5fc90d2a765696fe780343d3f2f1282c509070b58cf5ed66aca244f025
3
+ size 14244
checkpoint-9168/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f23e10987f64261f367786ed24c4ab74bdf2945dccf76f46f1512485852f6ab
3
+ size 1064
checkpoint-9168/sentencepiece.bpe.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbb59d772bc9bb2da5dc4a73a00c61c0912c6d2596aad970fa2cd3d69898b245
3
+ size 1315170
checkpoint-9168/special_tokens_map.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": "<s>",
3
+ "cls_token": "<s>",
4
+ "eos_token": "</s>",
5
+ "mask_token": {
6
+ "content": "<mask>",
7
+ "lstrip": true,
8
+ "normalized": false,
9
+ "rstrip": false,
10
+ "single_word": false
11
+ },
12
+ "pad_token": "<pad>",
13
+ "sep_token": "</s>",
14
+ "unk_token": "<unk>"
15
+ }
checkpoint-9168/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-9168/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ "50001": {
36
+ "content": "<mask>",
37
+ "lstrip": true,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": true,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "mask_token": "<mask>",
49
+ "model_max_length": 1000000000000000019884624838656,
50
+ "pad_token": "<pad>",
51
+ "sep_token": "</s>",
52
+ "sp_model_kwargs": {},
53
+ "tokenizer_class": "BarthezTokenizer",
54
+ "unk_token": "<unk>"
55
+ }
checkpoint-9168/trainer_state.json ADDED
@@ -0,0 +1,225 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 26.5258,
3
+ "best_model_checkpoint": "/content/drive/My Drive/ArabartModel/checkpoint-6112",
4
+ "epoch": 6.0,
5
+ "eval_steps": 500,
6
+ "global_step": 9168,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.32722513089005234,
13
+ "grad_norm": 1.563672423362732,
14
+ "learning_rate": 4.6727748691099475e-05,
15
+ "loss": 0.0195,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.6544502617801047,
20
+ "grad_norm": 1.7397737503051758,
21
+ "learning_rate": 4.3455497382198955e-05,
22
+ "loss": 0.0244,
23
+ "step": 1000
24
+ },
25
+ {
26
+ "epoch": 0.981675392670157,
27
+ "grad_norm": 3.006633758544922,
28
+ "learning_rate": 4.018324607329843e-05,
29
+ "loss": 0.0293,
30
+ "step": 1500
31
+ },
32
+ {
33
+ "epoch": 1.0,
34
+ "eval_loss": 5.626201629638672,
35
+ "eval_rouge1": 25.2705,
36
+ "eval_rouge2": 9.9865,
37
+ "eval_rougeL": 21.8678,
38
+ "eval_runtime": 372.5145,
39
+ "eval_samples_per_second": 5.892,
40
+ "eval_steps_per_second": 0.591,
41
+ "step": 1528
42
+ },
43
+ {
44
+ "epoch": 1.3089005235602094,
45
+ "grad_norm": 3.4732136726379395,
46
+ "learning_rate": 4.3455497382198955e-05,
47
+ "loss": 0.0456,
48
+ "step": 2000
49
+ },
50
+ {
51
+ "epoch": 1.6361256544502618,
52
+ "grad_norm": 2.2575156688690186,
53
+ "learning_rate": 4.181937172774869e-05,
54
+ "loss": 0.0619,
55
+ "step": 2500
56
+ },
57
+ {
58
+ "epoch": 1.9633507853403143,
59
+ "grad_norm": 6.030032157897949,
60
+ "learning_rate": 4.018324607329843e-05,
61
+ "loss": 0.0993,
62
+ "step": 3000
63
+ },
64
+ {
65
+ "epoch": 2.0,
66
+ "eval_loss": 5.542174339294434,
67
+ "eval_rouge1": 25.0744,
68
+ "eval_rouge2": 9.8534,
69
+ "eval_rougeL": 21.6992,
70
+ "eval_runtime": 411.9676,
71
+ "eval_samples_per_second": 5.328,
72
+ "eval_steps_per_second": 0.534,
73
+ "step": 3056
74
+ },
75
+ {
76
+ "epoch": 2.2905759162303667,
77
+ "grad_norm": 6.401626110076904,
78
+ "learning_rate": 3.8547120418848174e-05,
79
+ "loss": 0.21,
80
+ "step": 3500
81
+ },
82
+ {
83
+ "epoch": 2.6178010471204187,
84
+ "grad_norm": 5.806931495666504,
85
+ "learning_rate": 3.691099476439791e-05,
86
+ "loss": 0.3595,
87
+ "step": 4000
88
+ },
89
+ {
90
+ "epoch": 2.945026178010471,
91
+ "grad_norm": 5.840355396270752,
92
+ "learning_rate": 3.5274869109947647e-05,
93
+ "loss": 0.6436,
94
+ "step": 4500
95
+ },
96
+ {
97
+ "epoch": 3.0,
98
+ "eval_loss": 3.927168369293213,
99
+ "eval_rouge1": 25.5914,
100
+ "eval_rouge2": 10.2904,
101
+ "eval_rougeL": 22.3089,
102
+ "eval_runtime": 412.3529,
103
+ "eval_samples_per_second": 5.323,
104
+ "eval_steps_per_second": 0.534,
105
+ "step": 4584
106
+ },
107
+ {
108
+ "epoch": 3.2722513089005236,
109
+ "grad_norm": 5.320337772369385,
110
+ "learning_rate": 3.3638743455497386e-05,
111
+ "loss": 0.7617,
112
+ "step": 5000
113
+ },
114
+ {
115
+ "epoch": 3.599476439790576,
116
+ "grad_norm": 5.708410739898682,
117
+ "learning_rate": 3.2002617801047126e-05,
118
+ "loss": 0.9186,
119
+ "step": 5500
120
+ },
121
+ {
122
+ "epoch": 3.9267015706806285,
123
+ "grad_norm": 6.043923377990723,
124
+ "learning_rate": 3.036649214659686e-05,
125
+ "loss": 1.112,
126
+ "step": 6000
127
+ },
128
+ {
129
+ "epoch": 4.0,
130
+ "eval_loss": 3.2077620029449463,
131
+ "eval_rouge1": 26.5258,
132
+ "eval_rouge2": 11.116,
133
+ "eval_rougeL": 23.3381,
134
+ "eval_runtime": 397.8337,
135
+ "eval_samples_per_second": 5.517,
136
+ "eval_steps_per_second": 0.553,
137
+ "step": 6112
138
+ },
139
+ {
140
+ "epoch": 4.2539267015706805,
141
+ "grad_norm": 5.179211139678955,
142
+ "learning_rate": 2.87303664921466e-05,
143
+ "loss": 1.0997,
144
+ "step": 6500
145
+ },
146
+ {
147
+ "epoch": 4.581151832460733,
148
+ "grad_norm": 4.997713565826416,
149
+ "learning_rate": 2.709424083769634e-05,
150
+ "loss": 1.0736,
151
+ "step": 7000
152
+ },
153
+ {
154
+ "epoch": 4.908376963350785,
155
+ "grad_norm": 5.441833972930908,
156
+ "learning_rate": 2.545811518324607e-05,
157
+ "loss": 1.0866,
158
+ "step": 7500
159
+ },
160
+ {
161
+ "epoch": 5.0,
162
+ "eval_loss": 3.3156800270080566,
163
+ "eval_rouge1": 26.4275,
164
+ "eval_rouge2": 10.8484,
165
+ "eval_rougeL": 23.0503,
166
+ "eval_runtime": 402.2407,
167
+ "eval_samples_per_second": 5.457,
168
+ "eval_steps_per_second": 0.547,
169
+ "step": 7640
170
+ },
171
+ {
172
+ "epoch": 5.2356020942408374,
173
+ "grad_norm": 4.417330741882324,
174
+ "learning_rate": 2.382198952879581e-05,
175
+ "loss": 0.9343,
176
+ "step": 8000
177
+ },
178
+ {
179
+ "epoch": 5.56282722513089,
180
+ "grad_norm": 5.149570465087891,
181
+ "learning_rate": 2.218586387434555e-05,
182
+ "loss": 0.9473,
183
+ "step": 8500
184
+ },
185
+ {
186
+ "epoch": 5.890052356020942,
187
+ "grad_norm": 5.305272102355957,
188
+ "learning_rate": 2.054973821989529e-05,
189
+ "loss": 0.9589,
190
+ "step": 9000
191
+ },
192
+ {
193
+ "epoch": 6.0,
194
+ "eval_loss": 3.433619737625122,
195
+ "eval_rouge1": 26.3479,
196
+ "eval_rouge2": 10.8544,
197
+ "eval_rougeL": 23.0206,
198
+ "eval_runtime": 385.2891,
199
+ "eval_samples_per_second": 5.697,
200
+ "eval_steps_per_second": 0.571,
201
+ "step": 9168
202
+ }
203
+ ],
204
+ "logging_steps": 500,
205
+ "max_steps": 15280,
206
+ "num_input_tokens_seen": 0,
207
+ "num_train_epochs": 10,
208
+ "save_steps": 500,
209
+ "stateful_callbacks": {
210
+ "TrainerControl": {
211
+ "args": {
212
+ "should_epoch_stop": false,
213
+ "should_evaluate": false,
214
+ "should_log": false,
215
+ "should_save": true,
216
+ "should_training_stop": false
217
+ },
218
+ "attributes": {}
219
+ }
220
+ },
221
+ "total_flos": 4.411517069493043e+16,
222
+ "train_batch_size": 10,
223
+ "trial_name": null,
224
+ "trial_params": null
225
+ }
checkpoint-9168/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0464e08008ec7197529b4a48dd765db2745c1a217714a3552a604e7387183b9a
3
+ size 6904