samuelcolvin26 commited on
Commit
dc1d7cd
·
verified ·
1 Parent(s): d3ee819

Training in progress, epoch 3

Browse files
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9bc1878e1ff49ef7dcd5ebe71b8ed5f921c8aca169b5d6948188a45ca5ec0964
3
  size 498612824
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:02eaab22eaf8b7f8499f06678b23398635fad086bb02fe61157a53590d6697f5
3
  size 498612824
run-zo8katke/checkpoint-15252/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-zo8katke/checkpoint-15252/merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-zo8katke/checkpoint-15252/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:02eaab22eaf8b7f8499f06678b23398635fad086bb02fe61157a53590d6697f5
3
+ size 498612824
run-zo8katke/checkpoint-15252/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dd38019883ac1f0464c44baf37f60bd5cd6d34bc8ec9cb38951a280356ce547b
3
+ size 997345530
run-zo8katke/checkpoint-15252/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:df02faedab852f807617f8933290d202c50ade6d4e353f56d00c3ab24306b56f
3
+ size 14180
run-zo8katke/checkpoint-15252/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5422aa04245c13090637df819a0fdf71206858ea97185e94aa73332f0cbfdd17
3
+ size 1064
run-zo8katke/checkpoint-15252/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-zo8katke/checkpoint-15252/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-zo8katke/checkpoint-15252/trainer_state.json ADDED
@@ -0,0 +1,274 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 15252,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.1,
13
+ "grad_norm": 10.69678783416748,
14
+ "learning_rate": 1.9508261211644376e-05,
15
+ "loss": 0.3531,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.2,
20
+ "grad_norm": 5.511493682861328,
21
+ "learning_rate": 1.901652242328875e-05,
22
+ "loss": 0.294,
23
+ "step": 1000
24
+ },
25
+ {
26
+ "epoch": 0.3,
27
+ "grad_norm": 5.709312915802002,
28
+ "learning_rate": 1.8524783634933125e-05,
29
+ "loss": 0.2837,
30
+ "step": 1500
31
+ },
32
+ {
33
+ "epoch": 0.39,
34
+ "grad_norm": 11.061399459838867,
35
+ "learning_rate": 1.80330448465775e-05,
36
+ "loss": 0.2758,
37
+ "step": 2000
38
+ },
39
+ {
40
+ "epoch": 0.49,
41
+ "grad_norm": 5.5632524490356445,
42
+ "learning_rate": 1.7541306058221874e-05,
43
+ "loss": 0.2515,
44
+ "step": 2500
45
+ },
46
+ {
47
+ "epoch": 0.59,
48
+ "grad_norm": 6.892866611480713,
49
+ "learning_rate": 1.704956726986625e-05,
50
+ "loss": 0.2622,
51
+ "step": 3000
52
+ },
53
+ {
54
+ "epoch": 0.69,
55
+ "grad_norm": 10.700236320495605,
56
+ "learning_rate": 1.6557828481510623e-05,
57
+ "loss": 0.2426,
58
+ "step": 3500
59
+ },
60
+ {
61
+ "epoch": 0.79,
62
+ "grad_norm": 9.654351234436035,
63
+ "learning_rate": 1.6066089693154998e-05,
64
+ "loss": 0.2385,
65
+ "step": 4000
66
+ },
67
+ {
68
+ "epoch": 0.89,
69
+ "grad_norm": 17.919334411621094,
70
+ "learning_rate": 1.5574350904799372e-05,
71
+ "loss": 0.2309,
72
+ "step": 4500
73
+ },
74
+ {
75
+ "epoch": 0.98,
76
+ "grad_norm": 8.213055610656738,
77
+ "learning_rate": 1.5082612116443747e-05,
78
+ "loss": 0.2173,
79
+ "step": 5000
80
+ },
81
+ {
82
+ "epoch": 1.0,
83
+ "eval_Accuracy": 0.9088192984397477,
84
+ "eval_F1": 0.8799533799533799,
85
+ "eval_Precision": 0.8402114439395344,
86
+ "eval_Recall": 0.9236415536751963,
87
+ "eval_loss": 0.23545658588409424,
88
+ "eval_runtime": 101.9279,
89
+ "eval_samples_per_second": 265.982,
90
+ "eval_steps_per_second": 33.249,
91
+ "step": 5084
92
+ },
93
+ {
94
+ "epoch": 1.08,
95
+ "grad_norm": 38.14435958862305,
96
+ "learning_rate": 1.459087332808812e-05,
97
+ "loss": 0.201,
98
+ "step": 5500
99
+ },
100
+ {
101
+ "epoch": 1.18,
102
+ "grad_norm": 19.82416534423828,
103
+ "learning_rate": 1.4099134539732496e-05,
104
+ "loss": 0.1806,
105
+ "step": 6000
106
+ },
107
+ {
108
+ "epoch": 1.28,
109
+ "grad_norm": 19.148880004882812,
110
+ "learning_rate": 1.360739575137687e-05,
111
+ "loss": 0.1844,
112
+ "step": 6500
113
+ },
114
+ {
115
+ "epoch": 1.38,
116
+ "grad_norm": 25.127595901489258,
117
+ "learning_rate": 1.3115656963021243e-05,
118
+ "loss": 0.1727,
119
+ "step": 7000
120
+ },
121
+ {
122
+ "epoch": 1.48,
123
+ "grad_norm": 14.535310745239258,
124
+ "learning_rate": 1.262391817466562e-05,
125
+ "loss": 0.1768,
126
+ "step": 7500
127
+ },
128
+ {
129
+ "epoch": 1.57,
130
+ "grad_norm": 27.249629974365234,
131
+ "learning_rate": 1.2132179386309992e-05,
132
+ "loss": 0.1714,
133
+ "step": 8000
134
+ },
135
+ {
136
+ "epoch": 1.67,
137
+ "grad_norm": 14.9617338180542,
138
+ "learning_rate": 1.1640440597954368e-05,
139
+ "loss": 0.1664,
140
+ "step": 8500
141
+ },
142
+ {
143
+ "epoch": 1.77,
144
+ "grad_norm": 3.1620168685913086,
145
+ "learning_rate": 1.1148701809598743e-05,
146
+ "loss": 0.1692,
147
+ "step": 9000
148
+ },
149
+ {
150
+ "epoch": 1.87,
151
+ "grad_norm": 16.152080535888672,
152
+ "learning_rate": 1.0656963021243116e-05,
153
+ "loss": 0.1731,
154
+ "step": 9500
155
+ },
156
+ {
157
+ "epoch": 1.97,
158
+ "grad_norm": 2.696207284927368,
159
+ "learning_rate": 1.0165224232887492e-05,
160
+ "loss": 0.1682,
161
+ "step": 10000
162
+ },
163
+ {
164
+ "epoch": 2.0,
165
+ "eval_Accuracy": 0.9403194275386374,
166
+ "eval_F1": 0.9149674164389321,
167
+ "eval_Precision": 0.9442455797808873,
168
+ "eval_Recall": 0.8874503007442145,
169
+ "eval_loss": 0.20848818123340607,
170
+ "eval_runtime": 102.0755,
171
+ "eval_samples_per_second": 265.598,
172
+ "eval_steps_per_second": 33.201,
173
+ "step": 10168
174
+ },
175
+ {
176
+ "epoch": 2.07,
177
+ "grad_norm": 0.6836585402488708,
178
+ "learning_rate": 9.673485444531866e-06,
179
+ "loss": 0.1449,
180
+ "step": 10500
181
+ },
182
+ {
183
+ "epoch": 2.16,
184
+ "grad_norm": 10.865861892700195,
185
+ "learning_rate": 9.18174665617624e-06,
186
+ "loss": 0.1383,
187
+ "step": 11000
188
+ },
189
+ {
190
+ "epoch": 2.26,
191
+ "grad_norm": 52.6215934753418,
192
+ "learning_rate": 8.690007867820615e-06,
193
+ "loss": 0.1336,
194
+ "step": 11500
195
+ },
196
+ {
197
+ "epoch": 2.36,
198
+ "grad_norm": 0.1384744495153427,
199
+ "learning_rate": 8.198269079464988e-06,
200
+ "loss": 0.1249,
201
+ "step": 12000
202
+ },
203
+ {
204
+ "epoch": 2.46,
205
+ "grad_norm": 7.174988746643066,
206
+ "learning_rate": 7.706530291109363e-06,
207
+ "loss": 0.1268,
208
+ "step": 12500
209
+ },
210
+ {
211
+ "epoch": 2.56,
212
+ "grad_norm": 78.13346099853516,
213
+ "learning_rate": 7.214791502753737e-06,
214
+ "loss": 0.1266,
215
+ "step": 13000
216
+ },
217
+ {
218
+ "epoch": 2.66,
219
+ "grad_norm": 86.22885131835938,
220
+ "learning_rate": 6.7230527143981125e-06,
221
+ "loss": 0.1323,
222
+ "step": 13500
223
+ },
224
+ {
225
+ "epoch": 2.75,
226
+ "grad_norm": 69.18795776367188,
227
+ "learning_rate": 6.231313926042487e-06,
228
+ "loss": 0.1286,
229
+ "step": 14000
230
+ },
231
+ {
232
+ "epoch": 2.85,
233
+ "grad_norm": 31.10812759399414,
234
+ "learning_rate": 5.7395751376868615e-06,
235
+ "loss": 0.126,
236
+ "step": 14500
237
+ },
238
+ {
239
+ "epoch": 2.95,
240
+ "grad_norm": 0.26176807284355164,
241
+ "learning_rate": 5.247836349331236e-06,
242
+ "loss": 0.1198,
243
+ "step": 15000
244
+ },
245
+ {
246
+ "epoch": 3.0,
247
+ "eval_Accuracy": 0.9514588174541699,
248
+ "eval_F1": 0.9318628973801388,
249
+ "eval_Precision": 0.9467648605996843,
250
+ "eval_Recall": 0.9174227750025487,
251
+ "eval_loss": 0.2540927231311798,
252
+ "eval_runtime": 102.358,
253
+ "eval_samples_per_second": 264.864,
254
+ "eval_steps_per_second": 33.109,
255
+ "step": 15252
256
+ }
257
+ ],
258
+ "logging_steps": 500,
259
+ "max_steps": 20336,
260
+ "num_input_tokens_seen": 0,
261
+ "num_train_epochs": 4,
262
+ "save_steps": 500,
263
+ "total_flos": 1.210754289284262e+16,
264
+ "train_batch_size": 16,
265
+ "trial_name": null,
266
+ "trial_params": {
267
+ "_wandb": {},
268
+ "assignments": {},
269
+ "learning_rate": 2e-05,
270
+ "metric": "eval/loss",
271
+ "num_train_epochs": 4,
272
+ "per_device_train_batch_size": 16
273
+ }
274
+ }
run-zo8katke/checkpoint-15252/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:36f43d303dbbb2c39c797d7b76fdbe02eceb981576a6fbb433d6cf9e3a096152
3
+ size 4920
run-zo8katke/checkpoint-15252/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 sha256:2f591bcc7bb3d751c372b9e555545d558094f5e42774fe55fce79687d449affc
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:36f43d303dbbb2c39c797d7b76fdbe02eceb981576a6fbb433d6cf9e3a096152
3
  size 4920