seanfarrell commited on
Commit
0a09a96
·
verified ·
1 Parent(s): d12447b

Upload folder using huggingface_hub

Browse files
Files changed (7) hide show
  1. config.json +52 -0
  2. model.safetensors +3 -0
  3. optimizer.pt +3 -0
  4. rng_state.pth +3 -0
  5. scheduler.pt +3 -0
  6. trainer_state.json +176 -0
  7. training_args.bin +3 -0
config.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "SAVSNET/PetBERT",
3
+ "architectures": [
4
+ "BertForTokenClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "gradient_checkpointing": false,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 768,
12
+ "id2label": {
13
+ "0": "O",
14
+ "1": "B-LOC",
15
+ "2": "B-MISC",
16
+ "3": "B-ORG",
17
+ "4": "B-PER",
18
+ "5": "B-TIME",
19
+ "6": "I-LOC",
20
+ "7": "I-MISC",
21
+ "8": "I-ORG",
22
+ "9": "I-PER",
23
+ "10": "I-TIME"
24
+ },
25
+ "initializer_range": 0.02,
26
+ "intermediate_size": 3072,
27
+ "label2id": {
28
+ "B-LOC": 1,
29
+ "B-MISC": 2,
30
+ "B-ORG": 3,
31
+ "B-PER": 4,
32
+ "B-TIME": 5,
33
+ "I-LOC": 6,
34
+ "I-MISC": 7,
35
+ "I-ORG": 8,
36
+ "I-PER": 9,
37
+ "I-TIME": 10,
38
+ "O": 0
39
+ },
40
+ "layer_norm_eps": 1e-12,
41
+ "max_position_embeddings": 512,
42
+ "model_type": "bert",
43
+ "num_attention_heads": 12,
44
+ "num_hidden_layers": 12,
45
+ "pad_token_id": 0,
46
+ "position_embedding_type": "absolute",
47
+ "torch_dtype": "float32",
48
+ "transformers_version": "4.49.0",
49
+ "type_vocab_size": 2,
50
+ "use_cache": true,
51
+ "vocab_size": 28996
52
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d787fa373e2a20405729f5f8fd20634ed7d89854401f2e9f76598c6d8a2838fa
3
+ size 430935892
optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34d1a9d1c56d780ee32cc5ea9d148c155eab84dcb4f470f18cded1843f567057
3
+ size 861991482
rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3febb3b3f425e0c608f3cbfd4dada46dff84a0ab4e6f0d5af3509635b3625b1d
3
+ size 14244
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6f92cf41b26baf29a9e9859022afbcc34c3cf250a34ff0d0481210b689244adb
3
+ size 1064
trainer_state.json ADDED
@@ -0,0 +1,176 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.00631814356893301,
3
+ "best_model_checkpoint": "projects/PetEVAL/new_splits/1.annonymisation/models/PetBERT/checkpoint-1720",
4
+ "epoch": 8.0,
5
+ "eval_steps": 500,
6
+ "global_step": 2752,
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,
13
+ "eval_f1": 0.026656853558445003,
14
+ "eval_loss": 2.3131918907165527,
15
+ "eval_precision": 0.0902669662721398,
16
+ "eval_recall": 0.08842821455048296,
17
+ "eval_runtime": 12.0984,
18
+ "eval_samples_per_second": 136.96,
19
+ "eval_steps_per_second": 4.298,
20
+ "step": 0
21
+ },
22
+ {
23
+ "epoch": 1.0,
24
+ "eval_f1": 0.8744901409239865,
25
+ "eval_loss": 0.00956493616104126,
26
+ "eval_precision": 0.924093580277631,
27
+ "eval_recall": 0.8507210610221329,
28
+ "eval_runtime": 13.1724,
29
+ "eval_samples_per_second": 125.793,
30
+ "eval_steps_per_second": 3.948,
31
+ "step": 344
32
+ },
33
+ {
34
+ "epoch": 1.4534883720930232,
35
+ "grad_norm": 0.13440628349781036,
36
+ "learning_rate": 4.992732558139535e-05,
37
+ "loss": 0.0512,
38
+ "step": 500
39
+ },
40
+ {
41
+ "epoch": 2.0,
42
+ "eval_f1": 0.9214380148383657,
43
+ "eval_loss": 0.007954263128340244,
44
+ "eval_precision": 0.9385945722545549,
45
+ "eval_recall": 0.906823887476179,
46
+ "eval_runtime": 13.6821,
47
+ "eval_samples_per_second": 121.107,
48
+ "eval_steps_per_second": 3.801,
49
+ "step": 688
50
+ },
51
+ {
52
+ "epoch": 2.9069767441860463,
53
+ "grad_norm": 0.5610215067863464,
54
+ "learning_rate": 4.98546511627907e-05,
55
+ "loss": 0.0031,
56
+ "step": 1000
57
+ },
58
+ {
59
+ "epoch": 3.0,
60
+ "eval_f1": 0.9389481710629304,
61
+ "eval_loss": 0.010447051376104355,
62
+ "eval_precision": 0.9747087173167618,
63
+ "eval_recall": 0.9103769387756578,
64
+ "eval_runtime": 13.7684,
65
+ "eval_samples_per_second": 120.348,
66
+ "eval_steps_per_second": 3.777,
67
+ "step": 1032
68
+ },
69
+ {
70
+ "epoch": 4.0,
71
+ "eval_f1": 0.9195094134396675,
72
+ "eval_loss": 0.008201838470995426,
73
+ "eval_precision": 0.9279236120830319,
74
+ "eval_recall": 0.9142686302660742,
75
+ "eval_runtime": 13.9313,
76
+ "eval_samples_per_second": 118.941,
77
+ "eval_steps_per_second": 3.733,
78
+ "step": 1376
79
+ },
80
+ {
81
+ "epoch": 4.3604651162790695,
82
+ "grad_norm": 0.013739518821239471,
83
+ "learning_rate": 4.978197674418605e-05,
84
+ "loss": 0.0019,
85
+ "step": 1500
86
+ },
87
+ {
88
+ "epoch": 5.0,
89
+ "eval_f1": 0.94402458580998,
90
+ "eval_loss": 0.00631814356893301,
91
+ "eval_precision": 0.9511782836087214,
92
+ "eval_recall": 0.9389296462653962,
93
+ "eval_runtime": 15.0907,
94
+ "eval_samples_per_second": 109.803,
95
+ "eval_steps_per_second": 3.446,
96
+ "step": 1720
97
+ },
98
+ {
99
+ "epoch": 5.813953488372093,
100
+ "grad_norm": 0.0020324508659541607,
101
+ "learning_rate": 4.97093023255814e-05,
102
+ "loss": 0.001,
103
+ "step": 2000
104
+ },
105
+ {
106
+ "epoch": 6.0,
107
+ "eval_f1": 0.9457105386380245,
108
+ "eval_loss": 0.007111889310181141,
109
+ "eval_precision": 0.9460455625427084,
110
+ "eval_recall": 0.9459687123326699,
111
+ "eval_runtime": 14.2199,
112
+ "eval_samples_per_second": 116.527,
113
+ "eval_steps_per_second": 3.657,
114
+ "step": 2064
115
+ },
116
+ {
117
+ "epoch": 7.0,
118
+ "eval_f1": 0.9223422806557113,
119
+ "eval_loss": 0.011202913708984852,
120
+ "eval_precision": 0.9596132263722048,
121
+ "eval_recall": 0.893850072449603,
122
+ "eval_runtime": 14.2319,
123
+ "eval_samples_per_second": 116.429,
124
+ "eval_steps_per_second": 3.654,
125
+ "step": 2408
126
+ },
127
+ {
128
+ "epoch": 7.267441860465116,
129
+ "grad_norm": 0.013395079411566257,
130
+ "learning_rate": 4.963662790697674e-05,
131
+ "loss": 0.0011,
132
+ "step": 2500
133
+ },
134
+ {
135
+ "epoch": 8.0,
136
+ "eval_f1": 0.9369894102286561,
137
+ "eval_loss": 0.007823295891284943,
138
+ "eval_precision": 0.93213302687968,
139
+ "eval_recall": 0.9433066007345208,
140
+ "eval_runtime": 15.2166,
141
+ "eval_samples_per_second": 108.894,
142
+ "eval_steps_per_second": 3.417,
143
+ "step": 2752
144
+ }
145
+ ],
146
+ "logging_steps": 500,
147
+ "max_steps": 344000,
148
+ "num_input_tokens_seen": 0,
149
+ "num_train_epochs": 1000,
150
+ "save_steps": 500,
151
+ "stateful_callbacks": {
152
+ "EarlyStoppingCallback": {
153
+ "args": {
154
+ "early_stopping_patience": 3,
155
+ "early_stopping_threshold": 0.0
156
+ },
157
+ "attributes": {
158
+ "early_stopping_patience_counter": 3
159
+ }
160
+ },
161
+ "TrainerControl": {
162
+ "args": {
163
+ "should_epoch_stop": false,
164
+ "should_evaluate": false,
165
+ "should_log": false,
166
+ "should_save": true,
167
+ "should_training_stop": true
168
+ },
169
+ "attributes": {}
170
+ }
171
+ },
172
+ "total_flos": 2.2993895044079616e+16,
173
+ "train_batch_size": 32,
174
+ "trial_name": null,
175
+ "trial_params": null
176
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5d7a6d63c5d8abe86bc27987fca8ab5373350831d6ac76610b2f6f020217a56
3
+ size 5304