File size: 5,376 Bytes
4eb49db
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 35.0,
  "global_step": 19705,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.89,
      "learning_rate": 4.8731286475513835e-05,
      "loss": 3.7437,
      "step": 500
    },
    {
      "epoch": 1.78,
      "learning_rate": 4.746257295102766e-05,
      "loss": 3.203,
      "step": 1000
    },
    {
      "epoch": 2.66,
      "learning_rate": 4.619385942654149e-05,
      "loss": 2.9759,
      "step": 1500
    },
    {
      "epoch": 3.55,
      "learning_rate": 4.492514590205532e-05,
      "loss": 2.7917,
      "step": 2000
    },
    {
      "epoch": 4.44,
      "learning_rate": 4.365643237756914e-05,
      "loss": 2.6427,
      "step": 2500
    },
    {
      "epoch": 5.33,
      "learning_rate": 4.2387718853082975e-05,
      "loss": 2.5541,
      "step": 3000
    },
    {
      "epoch": 6.22,
      "learning_rate": 4.111900532859681e-05,
      "loss": 2.4485,
      "step": 3500
    },
    {
      "epoch": 7.1,
      "learning_rate": 3.985029180411063e-05,
      "loss": 2.3436,
      "step": 4000
    },
    {
      "epoch": 7.99,
      "learning_rate": 3.8581578279624465e-05,
      "loss": 2.2573,
      "step": 4500
    },
    {
      "epoch": 8.88,
      "learning_rate": 3.73128647551383e-05,
      "loss": 2.1701,
      "step": 5000
    },
    {
      "epoch": 9.77,
      "learning_rate": 3.6044151230652115e-05,
      "loss": 2.0915,
      "step": 5500
    },
    {
      "epoch": 10.66,
      "learning_rate": 3.477543770616595e-05,
      "loss": 2.0424,
      "step": 6000
    },
    {
      "epoch": 11.55,
      "learning_rate": 3.350672418167978e-05,
      "loss": 1.9703,
      "step": 6500
    },
    {
      "epoch": 12.43,
      "learning_rate": 3.2238010657193605e-05,
      "loss": 1.9065,
      "step": 7000
    },
    {
      "epoch": 13.32,
      "learning_rate": 3.096929713270744e-05,
      "loss": 1.877,
      "step": 7500
    },
    {
      "epoch": 14.21,
      "learning_rate": 2.9700583608221266e-05,
      "loss": 1.8305,
      "step": 8000
    },
    {
      "epoch": 15.1,
      "learning_rate": 2.8431870083735095e-05,
      "loss": 1.7644,
      "step": 8500
    },
    {
      "epoch": 15.99,
      "learning_rate": 2.7163156559248927e-05,
      "loss": 1.7179,
      "step": 9000
    },
    {
      "epoch": 16.87,
      "learning_rate": 2.589444303476275e-05,
      "loss": 1.6708,
      "step": 9500
    },
    {
      "epoch": 17.76,
      "learning_rate": 2.462572951027658e-05,
      "loss": 1.6338,
      "step": 10000
    },
    {
      "epoch": 18.65,
      "learning_rate": 2.335701598579041e-05,
      "loss": 1.5861,
      "step": 10500
    },
    {
      "epoch": 19.54,
      "learning_rate": 2.208830246130424e-05,
      "loss": 1.553,
      "step": 11000
    },
    {
      "epoch": 20.43,
      "learning_rate": 2.0819588936818067e-05,
      "loss": 1.538,
      "step": 11500
    },
    {
      "epoch": 21.31,
      "learning_rate": 1.9550875412331896e-05,
      "loss": 1.5036,
      "step": 12000
    },
    {
      "epoch": 22.2,
      "learning_rate": 1.8282161887845725e-05,
      "loss": 1.4526,
      "step": 12500
    },
    {
      "epoch": 23.09,
      "learning_rate": 1.7013448363359553e-05,
      "loss": 1.4547,
      "step": 13000
    },
    {
      "epoch": 23.98,
      "learning_rate": 1.5744734838873386e-05,
      "loss": 1.4221,
      "step": 13500
    },
    {
      "epoch": 24.87,
      "learning_rate": 1.4476021314387211e-05,
      "loss": 1.3794,
      "step": 14000
    },
    {
      "epoch": 25.75,
      "learning_rate": 1.3207307789901041e-05,
      "loss": 1.3785,
      "step": 14500
    },
    {
      "epoch": 26.64,
      "learning_rate": 1.193859426541487e-05,
      "loss": 1.345,
      "step": 15000
    },
    {
      "epoch": 27.53,
      "learning_rate": 1.0669880740928699e-05,
      "loss": 1.326,
      "step": 15500
    },
    {
      "epoch": 28.42,
      "learning_rate": 9.401167216442528e-06,
      "loss": 1.3241,
      "step": 16000
    },
    {
      "epoch": 29.31,
      "learning_rate": 8.132453691956356e-06,
      "loss": 1.2962,
      "step": 16500
    },
    {
      "epoch": 30.2,
      "learning_rate": 6.863740167470185e-06,
      "loss": 1.2871,
      "step": 17000
    },
    {
      "epoch": 31.08,
      "learning_rate": 5.595026642984015e-06,
      "loss": 1.2761,
      "step": 17500
    },
    {
      "epoch": 31.97,
      "learning_rate": 4.3263131184978435e-06,
      "loss": 1.2549,
      "step": 18000
    },
    {
      "epoch": 32.86,
      "learning_rate": 3.0575995940116723e-06,
      "loss": 1.252,
      "step": 18500
    },
    {
      "epoch": 33.75,
      "learning_rate": 1.7888860695255013e-06,
      "loss": 1.2429,
      "step": 19000
    },
    {
      "epoch": 34.64,
      "learning_rate": 5.201725450393302e-07,
      "loss": 1.2436,
      "step": 19500
    },
    {
      "epoch": 35.0,
      "step": 19705,
      "total_flos": 9895714212962304.0,
      "train_loss": 1.8335362397363058,
      "train_runtime": 2725.9313,
      "train_samples_per_second": 216.554,
      "train_steps_per_second": 7.229
    }
  ],
  "max_steps": 19705,
  "num_train_epochs": 35,
  "total_flos": 9895714212962304.0,
  "trial_name": null,
  "trial_params": null
}