File size: 6,923 Bytes
991155f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
{
  "best_metric": 0.6069164872169495,
  "best_model_checkpoint": "Ruster/checkpoint-498",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 498,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.07228915662650602,
      "grad_norm": 10.613821983337402,
      "learning_rate": 1.2e-05,
      "loss": 0.9401,
      "step": 18
    },
    {
      "epoch": 0.14457831325301204,
      "grad_norm": 6.847902297973633,
      "learning_rate": 2.4e-05,
      "loss": 0.4535,
      "step": 36
    },
    {
      "epoch": 0.21686746987951808,
      "grad_norm": 14.905878067016602,
      "learning_rate": 3.6e-05,
      "loss": 0.4731,
      "step": 54
    },
    {
      "epoch": 0.2891566265060241,
      "grad_norm": 5.860299587249756,
      "learning_rate": 4.8e-05,
      "loss": 0.3857,
      "step": 72
    },
    {
      "epoch": 0.3614457831325301,
      "grad_norm": 8.051860809326172,
      "learning_rate": 4.888392857142857e-05,
      "loss": 0.428,
      "step": 90
    },
    {
      "epoch": 0.43373493975903615,
      "grad_norm": 9.066169738769531,
      "learning_rate": 4.7544642857142855e-05,
      "loss": 0.3779,
      "step": 108
    },
    {
      "epoch": 0.5060240963855421,
      "grad_norm": 0.4762527346611023,
      "learning_rate": 4.620535714285715e-05,
      "loss": 0.3174,
      "step": 126
    },
    {
      "epoch": 0.5783132530120482,
      "grad_norm": 3.7264981269836426,
      "learning_rate": 4.486607142857143e-05,
      "loss": 0.3903,
      "step": 144
    },
    {
      "epoch": 0.6506024096385542,
      "grad_norm": 3.319960117340088,
      "learning_rate": 4.352678571428572e-05,
      "loss": 0.2664,
      "step": 162
    },
    {
      "epoch": 0.7228915662650602,
      "grad_norm": 8.442005157470703,
      "learning_rate": 4.21875e-05,
      "loss": 0.4303,
      "step": 180
    },
    {
      "epoch": 0.7951807228915663,
      "grad_norm": 5.5674729347229,
      "learning_rate": 4.084821428571429e-05,
      "loss": 0.3758,
      "step": 198
    },
    {
      "epoch": 0.8674698795180723,
      "grad_norm": 5.097784042358398,
      "learning_rate": 3.950892857142857e-05,
      "loss": 0.4321,
      "step": 216
    },
    {
      "epoch": 0.9397590361445783,
      "grad_norm": 4.135376930236816,
      "learning_rate": 3.816964285714286e-05,
      "loss": 0.3334,
      "step": 234
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5683646112600537,
      "eval_f1_macro": 0.34514324233232224,
      "eval_f1_micro": 0.5683646112600537,
      "eval_f1_weighted": 0.5027366446460666,
      "eval_loss": 0.8362799286842346,
      "eval_precision_macro": 0.4779331485680692,
      "eval_precision_micro": 0.5683646112600537,
      "eval_precision_weighted": 0.7304906422900805,
      "eval_recall_macro": 0.40111757925912955,
      "eval_recall_micro": 0.5683646112600537,
      "eval_recall_weighted": 0.5683646112600537,
      "eval_runtime": 197.9274,
      "eval_samples_per_second": 3.769,
      "eval_steps_per_second": 0.237,
      "step": 249
    },
    {
      "epoch": 1.0120481927710843,
      "grad_norm": 2.6794259548187256,
      "learning_rate": 3.683035714285715e-05,
      "loss": 0.3526,
      "step": 252
    },
    {
      "epoch": 1.0843373493975903,
      "grad_norm": 2.575113296508789,
      "learning_rate": 3.5491071428571435e-05,
      "loss": 0.2409,
      "step": 270
    },
    {
      "epoch": 1.1566265060240963,
      "grad_norm": 20.131845474243164,
      "learning_rate": 3.415178571428572e-05,
      "loss": 0.57,
      "step": 288
    },
    {
      "epoch": 1.2289156626506024,
      "grad_norm": 1.7430191040039062,
      "learning_rate": 3.2812500000000005e-05,
      "loss": 0.2363,
      "step": 306
    },
    {
      "epoch": 1.3012048192771084,
      "grad_norm": 2.6502227783203125,
      "learning_rate": 3.147321428571428e-05,
      "loss": 0.4027,
      "step": 324
    },
    {
      "epoch": 1.3734939759036144,
      "grad_norm": 0.4510114789009094,
      "learning_rate": 3.013392857142857e-05,
      "loss": 0.1746,
      "step": 342
    },
    {
      "epoch": 1.4457831325301205,
      "grad_norm": 1.9941872358322144,
      "learning_rate": 2.8794642857142857e-05,
      "loss": 0.3129,
      "step": 360
    },
    {
      "epoch": 1.5180722891566265,
      "grad_norm": 2.4119579792022705,
      "learning_rate": 2.7455357142857145e-05,
      "loss": 0.3607,
      "step": 378
    },
    {
      "epoch": 1.5903614457831325,
      "grad_norm": 3.2550156116485596,
      "learning_rate": 2.611607142857143e-05,
      "loss": 0.2441,
      "step": 396
    },
    {
      "epoch": 1.6626506024096386,
      "grad_norm": 1.5980372428894043,
      "learning_rate": 2.4776785714285715e-05,
      "loss": 0.2501,
      "step": 414
    },
    {
      "epoch": 1.7349397590361446,
      "grad_norm": 7.059596538543701,
      "learning_rate": 2.34375e-05,
      "loss": 0.41,
      "step": 432
    },
    {
      "epoch": 1.8072289156626506,
      "grad_norm": 1.7965036630630493,
      "learning_rate": 2.2098214285714286e-05,
      "loss": 0.323,
      "step": 450
    },
    {
      "epoch": 1.8795180722891565,
      "grad_norm": 7.194454669952393,
      "learning_rate": 2.0758928571428574e-05,
      "loss": 0.3068,
      "step": 468
    },
    {
      "epoch": 1.9518072289156625,
      "grad_norm": 3.057166814804077,
      "learning_rate": 1.941964285714286e-05,
      "loss": 0.3792,
      "step": 486
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7184986595174263,
      "eval_f1_macro": 0.47612925723870253,
      "eval_f1_micro": 0.7184986595174263,
      "eval_f1_weighted": 0.7080336230828008,
      "eval_loss": 0.6069164872169495,
      "eval_precision_macro": 0.5134762379528083,
      "eval_precision_micro": 0.7184986595174263,
      "eval_precision_weighted": 0.7786303288525843,
      "eval_recall_macro": 0.4920582814179348,
      "eval_recall_micro": 0.7184986595174263,
      "eval_recall_weighted": 0.7184986595174263,
      "eval_runtime": 193.5156,
      "eval_samples_per_second": 3.855,
      "eval_steps_per_second": 0.243,
      "step": 498
    }
  ],
  "logging_steps": 18,
  "max_steps": 747,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 3.076459560786125e+17,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}