anwesham commited on
Commit
94d91d5
1 Parent(s): c7e808e

Upload trainer_state.json

Browse files
Files changed (1) hide show
  1. trainer_state.json +163 -0
trainer_state.json ADDED
@@ -0,0 +1,163 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.16890692710876465,
3
+ "best_model_checkpoint": "./indic_ur/checkpoint-6250",
4
+ "epoch": 5.0,
5
+ "global_step": 6250,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.4,
12
+ "learning_rate": 1.885714285714286e-05,
13
+ "loss": 0.8064,
14
+ "step": 500
15
+ },
16
+ {
17
+ "epoch": 0.8,
18
+ "learning_rate": 1.7714285714285717e-05,
19
+ "loss": 0.5114,
20
+ "step": 1000
21
+ },
22
+ {
23
+ "epoch": 1.0,
24
+ "eval_LOC_f1": 0.8276643990929706,
25
+ "eval_ORG_f1": 0.6985534297713485,
26
+ "eval_PER_f1": 0.6433615819209039,
27
+ "eval_loss": 0.41389304399490356,
28
+ "eval_overall_accuracy": 0.8477015558698727,
29
+ "eval_overall_f1": 0.7343858431644692,
30
+ "eval_overall_precision": 0.7192863211554801,
31
+ "eval_overall_recall": 0.7501329080276449,
32
+ "eval_runtime": 7.4875,
33
+ "eval_samples_per_second": 133.557,
34
+ "eval_steps_per_second": 8.414,
35
+ "step": 1250
36
+ },
37
+ {
38
+ "epoch": 1.2,
39
+ "learning_rate": 1.6571428571428574e-05,
40
+ "loss": 0.4147,
41
+ "step": 1500
42
+ },
43
+ {
44
+ "epoch": 1.6,
45
+ "learning_rate": 1.542857142857143e-05,
46
+ "loss": 0.3518,
47
+ "step": 2000
48
+ },
49
+ {
50
+ "epoch": 2.0,
51
+ "learning_rate": 1.4285714285714287e-05,
52
+ "loss": 0.3117,
53
+ "step": 2500
54
+ },
55
+ {
56
+ "epoch": 2.0,
57
+ "eval_LOC_f1": 0.875703564727955,
58
+ "eval_ORG_f1": 0.8162930563149262,
59
+ "eval_PER_f1": 0.8648328896776102,
60
+ "eval_loss": 0.25353190302848816,
61
+ "eval_overall_accuracy": 0.9142857142857143,
62
+ "eval_overall_f1": 0.8532248075732106,
63
+ "eval_overall_precision": 0.8519434628975265,
64
+ "eval_overall_recall": 0.8545100124047492,
65
+ "eval_runtime": 7.6113,
66
+ "eval_samples_per_second": 131.384,
67
+ "eval_steps_per_second": 8.277,
68
+ "step": 2500
69
+ },
70
+ {
71
+ "epoch": 2.4,
72
+ "learning_rate": 1.3142857142857145e-05,
73
+ "loss": 0.2388,
74
+ "step": 3000
75
+ },
76
+ {
77
+ "epoch": 2.8,
78
+ "learning_rate": 1.2e-05,
79
+ "loss": 0.2468,
80
+ "step": 3500
81
+ },
82
+ {
83
+ "epoch": 3.0,
84
+ "eval_LOC_f1": 0.8871085214857976,
85
+ "eval_ORG_f1": 0.8523093447905478,
86
+ "eval_PER_f1": 0.8841001747233547,
87
+ "eval_loss": 0.21500876545906067,
88
+ "eval_overall_accuracy": 0.9272277227722773,
89
+ "eval_overall_f1": 0.8747007182761373,
90
+ "eval_overall_precision": 0.8753993610223643,
91
+ "eval_overall_recall": 0.8740031897926634,
92
+ "eval_runtime": 7.4281,
93
+ "eval_samples_per_second": 134.624,
94
+ "eval_steps_per_second": 8.481,
95
+ "step": 3750
96
+ },
97
+ {
98
+ "epoch": 3.2,
99
+ "learning_rate": 1.0857142857142858e-05,
100
+ "loss": 0.2071,
101
+ "step": 4000
102
+ },
103
+ {
104
+ "epoch": 3.6,
105
+ "learning_rate": 9.714285714285715e-06,
106
+ "loss": 0.1688,
107
+ "step": 4500
108
+ },
109
+ {
110
+ "epoch": 4.0,
111
+ "learning_rate": 8.571428571428571e-06,
112
+ "loss": 0.1752,
113
+ "step": 5000
114
+ },
115
+ {
116
+ "epoch": 4.0,
117
+ "eval_LOC_f1": 0.902119552274351,
118
+ "eval_ORG_f1": 0.870843000773395,
119
+ "eval_PER_f1": 0.8982737361282367,
120
+ "eval_loss": 0.20536212623119354,
121
+ "eval_overall_accuracy": 0.936987270155587,
122
+ "eval_overall_f1": 0.890302066772655,
123
+ "eval_overall_precision": 0.8874801901743264,
124
+ "eval_overall_recall": 0.8931419457735247,
125
+ "eval_runtime": 7.3438,
126
+ "eval_samples_per_second": 136.17,
127
+ "eval_steps_per_second": 8.579,
128
+ "step": 5000
129
+ },
130
+ {
131
+ "epoch": 4.4,
132
+ "learning_rate": 7.428571428571429e-06,
133
+ "loss": 0.1226,
134
+ "step": 5500
135
+ },
136
+ {
137
+ "epoch": 4.8,
138
+ "learning_rate": 6.285714285714286e-06,
139
+ "loss": 0.1241,
140
+ "step": 6000
141
+ },
142
+ {
143
+ "epoch": 5.0,
144
+ "eval_LOC_f1": 0.9250525332710716,
145
+ "eval_ORG_f1": 0.9045801526717557,
146
+ "eval_PER_f1": 0.9203379601689801,
147
+ "eval_loss": 0.16890692710876465,
148
+ "eval_overall_accuracy": 0.9524045261669024,
149
+ "eval_overall_f1": 0.9169995561473592,
150
+ "eval_overall_precision": 0.9187122020633227,
151
+ "eval_overall_recall": 0.9152932837143364,
152
+ "eval_runtime": 7.4827,
153
+ "eval_samples_per_second": 133.642,
154
+ "eval_steps_per_second": 8.419,
155
+ "step": 6250
156
+ }
157
+ ],
158
+ "max_steps": 8750,
159
+ "num_train_epochs": 7,
160
+ "total_flos": 212723461717536.0,
161
+ "trial_name": null,
162
+ "trial_params": null
163
+ }