samuelcolvin26 commited on
Commit
1cd1f0f
·
verified ·
1 Parent(s): f2cfae4

Training in progress, epoch 4

Browse files
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2594313111e477594a91648cde226a4cb30800bf4e3cd3b785ff702f9e4a3af6
3
  size 498612824
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:152481e37c52a8adc035db1d81d71d3da40df87ef7ef5e63fe8fe4fb331f2474
3
  size 498612824
run-abl7jl8d/checkpoint-10168/config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "FacebookAI/roberta-base",
3
+ "architectures": [
4
+ "RobertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "eos_token_id": 2,
10
+ "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.1,
12
+ "hidden_size": 768,
13
+ "initializer_range": 0.02,
14
+ "intermediate_size": 3072,
15
+ "layer_norm_eps": 1e-05,
16
+ "max_position_embeddings": 514,
17
+ "model_type": "roberta",
18
+ "num_attention_heads": 12,
19
+ "num_hidden_layers": 12,
20
+ "pad_token_id": 1,
21
+ "position_embedding_type": "absolute",
22
+ "problem_type": "single_label_classification",
23
+ "torch_dtype": "float32",
24
+ "transformers_version": "4.39.3",
25
+ "type_vocab_size": 1,
26
+ "use_cache": true,
27
+ "vocab_size": 50265
28
+ }
run-abl7jl8d/checkpoint-10168/merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-abl7jl8d/checkpoint-10168/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:152481e37c52a8adc035db1d81d71d3da40df87ef7ef5e63fe8fe4fb331f2474
3
+ size 498612824
run-abl7jl8d/checkpoint-10168/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1b5caba9a21fc8e77c7c276570e818a7ab21bed468ff7caa612d3b66c737cca7
3
+ size 997345530
run-abl7jl8d/checkpoint-10168/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:11e44f253103df3e137112212c9524f8377e5d37a4496d441b00f3295569ccf5
3
+ size 14180
run-abl7jl8d/checkpoint-10168/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c3cbc92f19f4176221a173e5f93e35f3c999adf13240fbaa0646f4e8c3f3dfda
3
+ size 1064
run-abl7jl8d/checkpoint-10168/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": true,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": true,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": true,
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": true,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": true,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": true,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
run-abl7jl8d/checkpoint-10168/tokenizer_config.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "added_tokens_decoder": {
4
+ "0": {
5
+ "content": "<s>",
6
+ "lstrip": false,
7
+ "normalized": true,
8
+ "rstrip": false,
9
+ "single_word": false,
10
+ "special": true
11
+ },
12
+ "1": {
13
+ "content": "<pad>",
14
+ "lstrip": false,
15
+ "normalized": true,
16
+ "rstrip": false,
17
+ "single_word": false,
18
+ "special": true
19
+ },
20
+ "2": {
21
+ "content": "</s>",
22
+ "lstrip": false,
23
+ "normalized": true,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ },
28
+ "3": {
29
+ "content": "<unk>",
30
+ "lstrip": false,
31
+ "normalized": true,
32
+ "rstrip": false,
33
+ "single_word": false,
34
+ "special": true
35
+ },
36
+ "50264": {
37
+ "content": "<mask>",
38
+ "lstrip": true,
39
+ "normalized": false,
40
+ "rstrip": false,
41
+ "single_word": false,
42
+ "special": true
43
+ }
44
+ },
45
+ "bos_token": "<s>",
46
+ "clean_up_tokenization_spaces": true,
47
+ "cls_token": "<s>",
48
+ "eos_token": "</s>",
49
+ "errors": "replace",
50
+ "mask_token": "<mask>",
51
+ "model_max_length": 512,
52
+ "pad_token": "<pad>",
53
+ "sep_token": "</s>",
54
+ "tokenizer_class": "RobertaTokenizer",
55
+ "unk_token": "<unk>"
56
+ }
run-abl7jl8d/checkpoint-10168/trainer_state.json ADDED
@@ -0,0 +1,216 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 4.0,
5
+ "eval_steps": 500,
6
+ "global_step": 10168,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.2,
13
+ "grad_norm": 4.194170951843262,
14
+ "learning_rate": 2.8524783634933124e-05,
15
+ "loss": 0.3088,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.39,
20
+ "grad_norm": 6.946930408477783,
21
+ "learning_rate": 2.7049567269866248e-05,
22
+ "loss": 0.2727,
23
+ "step": 1000
24
+ },
25
+ {
26
+ "epoch": 0.59,
27
+ "grad_norm": 6.29566764831543,
28
+ "learning_rate": 2.557435090479937e-05,
29
+ "loss": 0.2493,
30
+ "step": 1500
31
+ },
32
+ {
33
+ "epoch": 0.79,
34
+ "grad_norm": 2.268385171890259,
35
+ "learning_rate": 2.4099134539732495e-05,
36
+ "loss": 0.233,
37
+ "step": 2000
38
+ },
39
+ {
40
+ "epoch": 0.98,
41
+ "grad_norm": 10.843997955322266,
42
+ "learning_rate": 2.262391817466562e-05,
43
+ "loss": 0.2186,
44
+ "step": 2500
45
+ },
46
+ {
47
+ "epoch": 1.0,
48
+ "eval_Accuracy": 0.9149422743535834,
49
+ "eval_F1": 0.8761679733648372,
50
+ "eval_Precision": 0.9256779757176897,
51
+ "eval_Recall": 0.8316851870730961,
52
+ "eval_loss": 0.21612036228179932,
53
+ "eval_runtime": 100.741,
54
+ "eval_samples_per_second": 269.116,
55
+ "eval_steps_per_second": 33.641,
56
+ "step": 2542
57
+ },
58
+ {
59
+ "epoch": 1.18,
60
+ "grad_norm": 3.7359442710876465,
61
+ "learning_rate": 2.1148701809598742e-05,
62
+ "loss": 0.1707,
63
+ "step": 3000
64
+ },
65
+ {
66
+ "epoch": 1.38,
67
+ "grad_norm": 7.295307636260986,
68
+ "learning_rate": 1.9673485444531865e-05,
69
+ "loss": 0.1571,
70
+ "step": 3500
71
+ },
72
+ {
73
+ "epoch": 1.57,
74
+ "grad_norm": 6.433475971221924,
75
+ "learning_rate": 1.819826907946499e-05,
76
+ "loss": 0.1538,
77
+ "step": 4000
78
+ },
79
+ {
80
+ "epoch": 1.77,
81
+ "grad_norm": 12.596657752990723,
82
+ "learning_rate": 1.6723052714398112e-05,
83
+ "loss": 0.1467,
84
+ "step": 4500
85
+ },
86
+ {
87
+ "epoch": 1.97,
88
+ "grad_norm": 8.3139066696167,
89
+ "learning_rate": 1.5247836349331236e-05,
90
+ "loss": 0.1379,
91
+ "step": 5000
92
+ },
93
+ {
94
+ "epoch": 2.0,
95
+ "eval_Accuracy": 0.9450776437608351,
96
+ "eval_F1": 0.9234801377254742,
97
+ "eval_Precision": 0.9310880829015544,
98
+ "eval_Recall": 0.9159955143235804,
99
+ "eval_loss": 0.171908438205719,
100
+ "eval_runtime": 103.7269,
101
+ "eval_samples_per_second": 261.369,
102
+ "eval_steps_per_second": 32.672,
103
+ "step": 5084
104
+ },
105
+ {
106
+ "epoch": 2.16,
107
+ "grad_norm": 3.9494094848632812,
108
+ "learning_rate": 1.377261998426436e-05,
109
+ "loss": 0.1029,
110
+ "step": 5500
111
+ },
112
+ {
113
+ "epoch": 2.36,
114
+ "grad_norm": 14.299867630004883,
115
+ "learning_rate": 1.2297403619197483e-05,
116
+ "loss": 0.0989,
117
+ "step": 6000
118
+ },
119
+ {
120
+ "epoch": 2.56,
121
+ "grad_norm": 23.562984466552734,
122
+ "learning_rate": 1.0822187254130605e-05,
123
+ "loss": 0.0932,
124
+ "step": 6500
125
+ },
126
+ {
127
+ "epoch": 2.75,
128
+ "grad_norm": 31.26663589477539,
129
+ "learning_rate": 9.34697088906373e-06,
130
+ "loss": 0.0888,
131
+ "step": 7000
132
+ },
133
+ {
134
+ "epoch": 2.95,
135
+ "grad_norm": 42.10767364501953,
136
+ "learning_rate": 7.871754523996854e-06,
137
+ "loss": 0.0938,
138
+ "step": 7500
139
+ },
140
+ {
141
+ "epoch": 3.0,
142
+ "eval_Accuracy": 0.9524178377780237,
143
+ "eval_F1": 0.9330774019506123,
144
+ "eval_Precision": 0.949931340445759,
145
+ "eval_Recall": 0.9168110918544194,
146
+ "eval_loss": 0.1916985958814621,
147
+ "eval_runtime": 103.9471,
148
+ "eval_samples_per_second": 260.815,
149
+ "eval_steps_per_second": 32.603,
150
+ "step": 7626
151
+ },
152
+ {
153
+ "epoch": 3.15,
154
+ "grad_norm": 19.0760498046875,
155
+ "learning_rate": 6.396538158929977e-06,
156
+ "loss": 0.0713,
157
+ "step": 8000
158
+ },
159
+ {
160
+ "epoch": 3.34,
161
+ "grad_norm": 0.10520514100790024,
162
+ "learning_rate": 4.9213217938631e-06,
163
+ "loss": 0.0631,
164
+ "step": 8500
165
+ },
166
+ {
167
+ "epoch": 3.54,
168
+ "grad_norm": 17.626262664794922,
169
+ "learning_rate": 3.4461054287962234e-06,
170
+ "loss": 0.0666,
171
+ "step": 9000
172
+ },
173
+ {
174
+ "epoch": 3.74,
175
+ "grad_norm": 20.675457000732422,
176
+ "learning_rate": 1.970889063729347e-06,
177
+ "loss": 0.0538,
178
+ "step": 9500
179
+ },
180
+ {
181
+ "epoch": 3.93,
182
+ "grad_norm": 0.32099175453186035,
183
+ "learning_rate": 4.956726986624704e-07,
184
+ "loss": 0.0572,
185
+ "step": 10000
186
+ },
187
+ {
188
+ "epoch": 4.0,
189
+ "eval_Accuracy": 0.9545940762052304,
190
+ "eval_F1": 0.9374587207234669,
191
+ "eval_Precision": 0.9343731010735264,
192
+ "eval_Recall": 0.9405647874401061,
193
+ "eval_loss": 0.235666885972023,
194
+ "eval_runtime": 103.2623,
195
+ "eval_samples_per_second": 262.545,
196
+ "eval_steps_per_second": 32.819,
197
+ "step": 10168
198
+ }
199
+ ],
200
+ "logging_steps": 500,
201
+ "max_steps": 10168,
202
+ "num_input_tokens_seen": 0,
203
+ "num_train_epochs": 4,
204
+ "save_steps": 500,
205
+ "total_flos": 1.821254930757432e+16,
206
+ "train_batch_size": 32,
207
+ "trial_name": null,
208
+ "trial_params": {
209
+ "_wandb": {},
210
+ "assignments": {},
211
+ "learning_rate": 3e-05,
212
+ "metric": "eval/loss",
213
+ "num_train_epochs": 4,
214
+ "per_device_train_batch_size": 32
215
+ }
216
+ }
run-abl7jl8d/checkpoint-10168/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7dde10c28a53365df9182bc3888d1f202abddeabc74f43518071c9ce1357949d
3
+ size 4920
run-abl7jl8d/checkpoint-10168/vocab.json ADDED
The diff for this file is too large to render. See raw diff
 
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:067eb0971eb3b96cb048c7ac33c2509754b49b327b0fd134c6c87269d7f1e94a
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7dde10c28a53365df9182bc3888d1f202abddeabc74f43518071c9ce1357949d
3
  size 4920