File size: 5,108 Bytes
1ec280f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
{
  "best_metric": 0.326568067073822,
  "best_model_checkpoint": "sep-20/checkpoint-184",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 184,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.04891304347826087,
      "grad_norm": 6.508527755737305,
      "learning_rate": 2.368421052631579e-05,
      "loss": 0.9057,
      "step": 9
    },
    {
      "epoch": 0.09782608695652174,
      "grad_norm": 6.560257434844971,
      "learning_rate": 4.736842105263158e-05,
      "loss": 0.4782,
      "step": 18
    },
    {
      "epoch": 0.14673913043478262,
      "grad_norm": 5.121021270751953,
      "learning_rate": 4.7575757575757576e-05,
      "loss": 0.3964,
      "step": 27
    },
    {
      "epoch": 0.1956521739130435,
      "grad_norm": 5.416026592254639,
      "learning_rate": 4.484848484848485e-05,
      "loss": 0.461,
      "step": 36
    },
    {
      "epoch": 0.24456521739130435,
      "grad_norm": 3.697016716003418,
      "learning_rate": 4.212121212121212e-05,
      "loss": 0.6009,
      "step": 45
    },
    {
      "epoch": 0.29347826086956524,
      "grad_norm": 3.856910467147827,
      "learning_rate": 3.939393939393939e-05,
      "loss": 0.2506,
      "step": 54
    },
    {
      "epoch": 0.3423913043478261,
      "grad_norm": 14.140103340148926,
      "learning_rate": 3.6666666666666666e-05,
      "loss": 0.396,
      "step": 63
    },
    {
      "epoch": 0.391304347826087,
      "grad_norm": 4.570571422576904,
      "learning_rate": 3.3939393939393945e-05,
      "loss": 0.3124,
      "step": 72
    },
    {
      "epoch": 0.44021739130434784,
      "grad_norm": 11.288423538208008,
      "learning_rate": 3.121212121212122e-05,
      "loss": 0.5017,
      "step": 81
    },
    {
      "epoch": 0.4891304347826087,
      "grad_norm": 10.446467399597168,
      "learning_rate": 2.8484848484848486e-05,
      "loss": 0.2368,
      "step": 90
    },
    {
      "epoch": 0.5380434782608695,
      "grad_norm": 1.5973994731903076,
      "learning_rate": 2.575757575757576e-05,
      "loss": 0.2517,
      "step": 99
    },
    {
      "epoch": 0.5869565217391305,
      "grad_norm": 0.7517912983894348,
      "learning_rate": 2.3030303030303034e-05,
      "loss": 0.571,
      "step": 108
    },
    {
      "epoch": 0.6358695652173914,
      "grad_norm": 7.41497278213501,
      "learning_rate": 2.0303030303030303e-05,
      "loss": 0.2846,
      "step": 117
    },
    {
      "epoch": 0.6847826086956522,
      "grad_norm": 4.097425937652588,
      "learning_rate": 1.7575757575757576e-05,
      "loss": 0.4801,
      "step": 126
    },
    {
      "epoch": 0.7336956521739131,
      "grad_norm": 4.8678669929504395,
      "learning_rate": 1.484848484848485e-05,
      "loss": 0.3254,
      "step": 135
    },
    {
      "epoch": 0.782608695652174,
      "grad_norm": 0.7251734733581543,
      "learning_rate": 1.2121212121212122e-05,
      "loss": 0.1278,
      "step": 144
    },
    {
      "epoch": 0.8315217391304348,
      "grad_norm": 10.660299301147461,
      "learning_rate": 9.393939393939394e-06,
      "loss": 0.5605,
      "step": 153
    },
    {
      "epoch": 0.8804347826086957,
      "grad_norm": 0.7391616702079773,
      "learning_rate": 6.666666666666667e-06,
      "loss": 0.3178,
      "step": 162
    },
    {
      "epoch": 0.9293478260869565,
      "grad_norm": 0.3952378034591675,
      "learning_rate": 3.939393939393939e-06,
      "loss": 0.3842,
      "step": 171
    },
    {
      "epoch": 0.9782608695652174,
      "grad_norm": 5.111515522003174,
      "learning_rate": 1.2121212121212122e-06,
      "loss": 0.2226,
      "step": 180
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8994565217391305,
      "eval_f1_macro": 0.574992771283407,
      "eval_f1_micro": 0.8994565217391305,
      "eval_f1_weighted": 0.8962362631935303,
      "eval_loss": 0.326568067073822,
      "eval_precision_macro": 0.5852941598199051,
      "eval_precision_micro": 0.8994565217391305,
      "eval_precision_weighted": 0.8948775064010129,
      "eval_recall_macro": 0.566717099325795,
      "eval_recall_micro": 0.8994565217391305,
      "eval_recall_weighted": 0.8994565217391305,
      "eval_runtime": 108.1675,
      "eval_samples_per_second": 3.402,
      "eval_steps_per_second": 0.213,
      "step": 184
    }
  ],
  "logging_steps": 9,
  "max_steps": 184,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.01
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.138367530175017e+17,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}