File size: 6,830 Bytes
771390e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "global_step": 2436,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.12,
      "eval_f1": 0.0956468424279583,
      "eval_loss": 1.3489933013916016,
      "eval_runtime": 12.0925,
      "eval_samples_per_second": 38.454,
      "eval_steps_per_second": 7.691,
      "step": 100
    },
    {
      "epoch": 0.25,
      "eval_f1": 0.0956468424279583,
      "eval_loss": 1.4751325845718384,
      "eval_runtime": 2.7372,
      "eval_samples_per_second": 169.883,
      "eval_steps_per_second": 33.977,
      "step": 200
    },
    {
      "epoch": 0.37,
      "eval_f1": 0.24267804768973908,
      "eval_loss": 0.9687431454658508,
      "eval_runtime": 2.7453,
      "eval_samples_per_second": 169.381,
      "eval_steps_per_second": 33.876,
      "step": 300
    },
    {
      "epoch": 0.49,
      "eval_f1": 0.189060606060606,
      "eval_loss": 1.0624897480010986,
      "eval_runtime": 2.7393,
      "eval_samples_per_second": 169.753,
      "eval_steps_per_second": 33.951,
      "step": 400
    },
    {
      "epoch": 0.62,
      "learning_rate": 3.9737274220032846e-05,
      "loss": 1.2336,
      "step": 500
    },
    {
      "epoch": 0.62,
      "eval_f1": 0.1949172949812336,
      "eval_loss": 1.0953644514083862,
      "eval_runtime": 2.7252,
      "eval_samples_per_second": 170.632,
      "eval_steps_per_second": 34.126,
      "step": 500
    },
    {
      "epoch": 0.74,
      "eval_f1": 0.3080140543853414,
      "eval_loss": 0.9969261288642883,
      "eval_runtime": 2.7252,
      "eval_samples_per_second": 170.632,
      "eval_steps_per_second": 34.126,
      "step": 600
    },
    {
      "epoch": 0.86,
      "eval_f1": 0.3174607190495667,
      "eval_loss": 0.917083203792572,
      "eval_runtime": 2.7253,
      "eval_samples_per_second": 170.626,
      "eval_steps_per_second": 34.125,
      "step": 700
    },
    {
      "epoch": 0.99,
      "eval_f1": 0.3136389264934501,
      "eval_loss": 0.9600306153297424,
      "eval_runtime": 2.7547,
      "eval_samples_per_second": 168.801,
      "eval_steps_per_second": 33.76,
      "step": 800
    },
    {
      "epoch": 1.11,
      "eval_f1": 0.3161058727288384,
      "eval_loss": 0.9637317061424255,
      "eval_runtime": 2.7379,
      "eval_samples_per_second": 169.835,
      "eval_steps_per_second": 33.967,
      "step": 900
    },
    {
      "epoch": 1.23,
      "learning_rate": 2.947454844006568e-05,
      "loss": 1.0269,
      "step": 1000
    },
    {
      "epoch": 1.23,
      "eval_f1": 0.32568520729341943,
      "eval_loss": 0.9592134356498718,
      "eval_runtime": 2.7586,
      "eval_samples_per_second": 168.567,
      "eval_steps_per_second": 33.713,
      "step": 1000
    },
    {
      "epoch": 1.35,
      "eval_f1": 0.33416337186541306,
      "eval_loss": 0.9117490649223328,
      "eval_runtime": 2.7292,
      "eval_samples_per_second": 170.381,
      "eval_steps_per_second": 34.076,
      "step": 1100
    },
    {
      "epoch": 1.48,
      "eval_f1": 0.32049717164329167,
      "eval_loss": 0.8890902996063232,
      "eval_runtime": 2.7191,
      "eval_samples_per_second": 171.014,
      "eval_steps_per_second": 34.203,
      "step": 1200
    },
    {
      "epoch": 1.6,
      "eval_f1": 0.33748089562391775,
      "eval_loss": 0.8135806918144226,
      "eval_runtime": 2.7319,
      "eval_samples_per_second": 170.209,
      "eval_steps_per_second": 34.042,
      "step": 1300
    },
    {
      "epoch": 1.72,
      "eval_f1": 0.3299982086985783,
      "eval_loss": 0.9675911664962769,
      "eval_runtime": 2.7207,
      "eval_samples_per_second": 170.911,
      "eval_steps_per_second": 34.182,
      "step": 1400
    },
    {
      "epoch": 1.85,
      "learning_rate": 1.921182266009852e-05,
      "loss": 0.8592,
      "step": 1500
    },
    {
      "epoch": 1.85,
      "eval_f1": 0.3315730877046458,
      "eval_loss": 0.8777754306793213,
      "eval_runtime": 2.7307,
      "eval_samples_per_second": 170.287,
      "eval_steps_per_second": 34.057,
      "step": 1500
    },
    {
      "epoch": 1.97,
      "eval_f1": 0.33789886027350413,
      "eval_loss": 0.840674102306366,
      "eval_runtime": 2.7102,
      "eval_samples_per_second": 171.575,
      "eval_steps_per_second": 34.315,
      "step": 1600
    },
    {
      "epoch": 2.09,
      "eval_f1": 0.33685244804747255,
      "eval_loss": 0.8408811092376709,
      "eval_runtime": 2.7395,
      "eval_samples_per_second": 169.74,
      "eval_steps_per_second": 33.948,
      "step": 1700
    },
    {
      "epoch": 2.22,
      "eval_f1": 0.3342829560124293,
      "eval_loss": 0.8817650675773621,
      "eval_runtime": 2.7283,
      "eval_samples_per_second": 170.435,
      "eval_steps_per_second": 34.087,
      "step": 1800
    },
    {
      "epoch": 2.34,
      "eval_f1": 0.3385578564861433,
      "eval_loss": 0.9258896708488464,
      "eval_runtime": 2.7323,
      "eval_samples_per_second": 170.186,
      "eval_steps_per_second": 34.037,
      "step": 1900
    },
    {
      "epoch": 2.46,
      "learning_rate": 8.949096880131364e-06,
      "loss": 0.7521,
      "step": 2000
    },
    {
      "epoch": 2.46,
      "eval_f1": 0.33802107795500247,
      "eval_loss": 0.941909670829773,
      "eval_runtime": 2.7353,
      "eval_samples_per_second": 169.998,
      "eval_steps_per_second": 34.0,
      "step": 2000
    },
    {
      "epoch": 2.59,
      "eval_f1": 0.3473817078391378,
      "eval_loss": 0.8049965500831604,
      "eval_runtime": 2.7367,
      "eval_samples_per_second": 169.913,
      "eval_steps_per_second": 33.983,
      "step": 2100
    },
    {
      "epoch": 2.71,
      "eval_f1": 0.4052810578970328,
      "eval_loss": 0.7772806286811829,
      "eval_runtime": 2.7323,
      "eval_samples_per_second": 170.185,
      "eval_steps_per_second": 34.037,
      "step": 2200
    },
    {
      "epoch": 2.83,
      "eval_f1": 0.43365497482920284,
      "eval_loss": 0.7114064693450928,
      "eval_runtime": 2.7465,
      "eval_samples_per_second": 169.308,
      "eval_steps_per_second": 33.862,
      "step": 2300
    },
    {
      "epoch": 2.96,
      "eval_f1": 0.43148798131355104,
      "eval_loss": 0.7161591649055481,
      "eval_runtime": 2.7392,
      "eval_samples_per_second": 169.755,
      "eval_steps_per_second": 33.951,
      "step": 2400
    },
    {
      "epoch": 3.0,
      "step": 2436,
      "total_flos": 1184978465021280.0,
      "train_loss": 0.9243036530092237,
      "train_runtime": 435.0692,
      "train_samples_per_second": 27.968,
      "train_steps_per_second": 5.599
    }
  ],
  "max_steps": 2436,
  "num_train_epochs": 3,
  "total_flos": 1184978465021280.0,
  "trial_name": null,
  "trial_params": null
}