chuuhtetnaing commited on
Commit
bd16ee7
·
verified ·
1 Parent(s): 15b7ba0

Training in progress, step 5000, checkpoint

Browse files
.gitattributes CHANGED
@@ -38,3 +38,4 @@ checkpoint-1000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
38
  checkpoint-2000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
39
  checkpoint-3000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
40
  checkpoint-4000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 
 
38
  checkpoint-2000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
39
  checkpoint-3000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
40
  checkpoint-4000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
41
+ checkpoint-5000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
checkpoint-5000/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "XLMRobertaForTokenClassification"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.1,
6
+ "bos_token_id": 0,
7
+ "classifier_dropout": null,
8
+ "dtype": "float32",
9
+ "eos_token_id": 2,
10
+ "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.1,
12
+ "hidden_size": 768,
13
+ "id2label": {
14
+ "0": "B",
15
+ "1": "I"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 3072,
19
+ "label2id": {
20
+ "B": 0,
21
+ "I": 1
22
+ },
23
+ "layer_norm_eps": 1e-05,
24
+ "max_position_embeddings": 514,
25
+ "model_type": "xlm-roberta",
26
+ "num_attention_heads": 12,
27
+ "num_hidden_layers": 12,
28
+ "output_past": true,
29
+ "pad_token_id": 1,
30
+ "position_embedding_type": "absolute",
31
+ "transformers_version": "4.57.1",
32
+ "type_vocab_size": 1,
33
+ "use_cache": true,
34
+ "vocab_size": 250002
35
+ }
checkpoint-5000/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e6851475dfa56e9957fd24aade53eafba9396483c39126f3a7f15f28895d6c4a
3
+ size 1109842416
checkpoint-5000/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed4b971f10987f9f8112a3f7cb853f00311d991a94dd40298602e8ad9be5817c
3
+ size 2219806475
checkpoint-5000/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a3760687201e034be1d18b3c7d13e26fffba00327ba9efc9a6e351387437b5d5
3
+ size 14645
checkpoint-5000/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:04d605f989c5d7f32ffff8c53ce9519b2220a388177fad64cbe7eae449887205
3
+ size 1465
checkpoint-5000/sentencepiece.bpe.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
3
+ size 5069051
checkpoint-5000/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": true,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
checkpoint-5000/tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8373f9cd3d27591e1924426bcc1c8799bc5a9affc4fc857982c5d66668dd1f41
3
+ size 17082832
checkpoint-5000/tokenizer_config.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "<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": false,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "extra_special_tokens": {},
49
+ "mask_token": "<mask>",
50
+ "max_length": 512,
51
+ "model_max_length": 512,
52
+ "pad_token": "<pad>",
53
+ "sep_token": "</s>",
54
+ "stride": 0,
55
+ "tokenizer_class": "XLMRobertaTokenizer",
56
+ "truncation_side": "right",
57
+ "truncation_strategy": "longest_first",
58
+ "unk_token": "<unk>"
59
+ }
checkpoint-5000/trainer_state.json ADDED
@@ -0,0 +1,164 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 5000,
3
+ "best_metric": 0.11183962970972061,
4
+ "best_model_checkpoint": "myanmar_text_segmentation_model/checkpoint-5000",
5
+ "epoch": 0.4594321418726454,
6
+ "eval_steps": 1000,
7
+ "global_step": 5000,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.04594321418726454,
14
+ "grad_norm": 0.577109158039093,
15
+ "learning_rate": 1.9816594688964442e-05,
16
+ "loss": 0.1144,
17
+ "step": 500
18
+ },
19
+ {
20
+ "epoch": 0.09188642837452908,
21
+ "grad_norm": 0.8819814324378967,
22
+ "learning_rate": 1.9632821832215383e-05,
23
+ "loss": 0.1133,
24
+ "step": 1000
25
+ },
26
+ {
27
+ "epoch": 0.09188642837452908,
28
+ "eval_accuracy": 0.9564004775738034,
29
+ "eval_f1": 0.7581789101913106,
30
+ "eval_loss": 0.11448723077774048,
31
+ "eval_precision": 0.7703745996379334,
32
+ "eval_recall": 0.7463633395484631,
33
+ "eval_runtime": 465.4607,
34
+ "eval_samples_per_second": 61.528,
35
+ "eval_steps_per_second": 1.231,
36
+ "step": 1000
37
+ },
38
+ {
39
+ "epoch": 0.1378296425617936,
40
+ "grad_norm": 0.5137984156608582,
41
+ "learning_rate": 1.9449048975466325e-05,
42
+ "loss": 0.1119,
43
+ "step": 1500
44
+ },
45
+ {
46
+ "epoch": 0.18377285674905816,
47
+ "grad_norm": 0.6753482222557068,
48
+ "learning_rate": 1.9265276118717266e-05,
49
+ "loss": 0.1115,
50
+ "step": 2000
51
+ },
52
+ {
53
+ "epoch": 0.18377285674905816,
54
+ "eval_accuracy": 0.9565513036953667,
55
+ "eval_f1": 0.7631813253052621,
56
+ "eval_loss": 0.11509840190410614,
57
+ "eval_precision": 0.7619568901058112,
58
+ "eval_recall": 0.7644097020785157,
59
+ "eval_runtime": 471.4797,
60
+ "eval_samples_per_second": 60.743,
61
+ "eval_steps_per_second": 1.215,
62
+ "step": 2000
63
+ },
64
+ {
65
+ "epoch": 0.2297160709363227,
66
+ "grad_norm": 0.46862444281578064,
67
+ "learning_rate": 1.9081503261968207e-05,
68
+ "loss": 0.1083,
69
+ "step": 2500
70
+ },
71
+ {
72
+ "epoch": 0.2756592851235872,
73
+ "grad_norm": 0.6514066457748413,
74
+ "learning_rate": 1.889773040521915e-05,
75
+ "loss": 0.1085,
76
+ "step": 3000
77
+ },
78
+ {
79
+ "epoch": 0.2756592851235872,
80
+ "eval_accuracy": 0.955793370748351,
81
+ "eval_f1": 0.7617613129080717,
82
+ "eval_loss": 0.11627302318811417,
83
+ "eval_precision": 0.7514122514122514,
84
+ "eval_recall": 0.7723994268768838,
85
+ "eval_runtime": 464.541,
86
+ "eval_samples_per_second": 61.65,
87
+ "eval_steps_per_second": 1.233,
88
+ "step": 3000
89
+ },
90
+ {
91
+ "epoch": 0.3216024993108518,
92
+ "grad_norm": 0.5837205052375793,
93
+ "learning_rate": 1.8713957548470093e-05,
94
+ "loss": 0.1068,
95
+ "step": 3500
96
+ },
97
+ {
98
+ "epoch": 0.3675457134981163,
99
+ "grad_norm": 0.590044379234314,
100
+ "learning_rate": 1.8530184691721034e-05,
101
+ "loss": 0.1076,
102
+ "step": 4000
103
+ },
104
+ {
105
+ "epoch": 0.3675457134981163,
106
+ "eval_accuracy": 0.9567566300121167,
107
+ "eval_f1": 0.7569129075628852,
108
+ "eval_loss": 0.11681018769741058,
109
+ "eval_precision": 0.7790560842692136,
110
+ "eval_recall": 0.7359936967250493,
111
+ "eval_runtime": 464.1614,
112
+ "eval_samples_per_second": 61.701,
113
+ "eval_steps_per_second": 1.234,
114
+ "step": 4000
115
+ },
116
+ {
117
+ "epoch": 0.41348892768538087,
118
+ "grad_norm": 0.43107616901397705,
119
+ "learning_rate": 1.8346411834971975e-05,
120
+ "loss": 0.1071,
121
+ "step": 4500
122
+ },
123
+ {
124
+ "epoch": 0.4594321418726454,
125
+ "grad_norm": 0.6132990121841431,
126
+ "learning_rate": 1.8162638978222916e-05,
127
+ "loss": 0.1056,
128
+ "step": 5000
129
+ },
130
+ {
131
+ "epoch": 0.4594321418726454,
132
+ "eval_accuracy": 0.9576032842071108,
133
+ "eval_f1": 0.7661190672004459,
134
+ "eval_loss": 0.11183962970972061,
135
+ "eval_precision": 0.7719609680194174,
136
+ "eval_recall": 0.7603649207638403,
137
+ "eval_runtime": 473.1438,
138
+ "eval_samples_per_second": 60.529,
139
+ "eval_steps_per_second": 1.211,
140
+ "step": 5000
141
+ }
142
+ ],
143
+ "logging_steps": 500,
144
+ "max_steps": 54415,
145
+ "num_input_tokens_seen": 0,
146
+ "num_train_epochs": 5,
147
+ "save_steps": 1000,
148
+ "stateful_callbacks": {
149
+ "TrainerControl": {
150
+ "args": {
151
+ "should_epoch_stop": false,
152
+ "should_evaluate": false,
153
+ "should_log": false,
154
+ "should_save": true,
155
+ "should_training_stop": false
156
+ },
157
+ "attributes": {}
158
+ }
159
+ },
160
+ "total_flos": 5.82981898783398e+16,
161
+ "train_batch_size": 50,
162
+ "trial_name": null,
163
+ "trial_params": null
164
+ }
checkpoint-5000/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7075637656e60ad208ce432f8d752d195360885c38d2b55116963dc13f52450d
3
+ size 5841