File size: 6,192 Bytes
cb8ef6d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "global_step": 6762,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0,
      "learning_rate": 4.9992605737947355e-05,
      "loss": 3.6847,
      "step": 1
    },
    {
      "epoch": 0.09,
      "learning_rate": 4.852114758947057e-05,
      "loss": 3.4099,
      "step": 200
    },
    {
      "epoch": 0.18,
      "learning_rate": 4.704229517894114e-05,
      "loss": 3.2337,
      "step": 400
    },
    {
      "epoch": 0.27,
      "learning_rate": 4.5563442768411715e-05,
      "loss": 3.0788,
      "step": 600
    },
    {
      "epoch": 0.35,
      "learning_rate": 4.408459035788228e-05,
      "loss": 3.1394,
      "step": 800
    },
    {
      "epoch": 0.44,
      "learning_rate": 4.260573794735286e-05,
      "loss": 3.0528,
      "step": 1000
    },
    {
      "epoch": 0.44,
      "eval_accuracy": 0.22231172025203705,
      "eval_loss": 3.0265257358551025,
      "eval_runtime": 7.2925,
      "eval_samples_per_second": 680.975,
      "eval_steps_per_second": 85.156,
      "step": 1000
    },
    {
      "epoch": 0.53,
      "learning_rate": 4.112688553682343e-05,
      "loss": 2.9704,
      "step": 1200
    },
    {
      "epoch": 0.62,
      "learning_rate": 3.9648033126293996e-05,
      "loss": 3.0544,
      "step": 1400
    },
    {
      "epoch": 0.71,
      "learning_rate": 3.816918071576457e-05,
      "loss": 2.9979,
      "step": 1600
    },
    {
      "epoch": 0.8,
      "learning_rate": 3.669032830523514e-05,
      "loss": 3.0237,
      "step": 1800
    },
    {
      "epoch": 0.89,
      "learning_rate": 3.521147589470571e-05,
      "loss": 2.9836,
      "step": 2000
    },
    {
      "epoch": 0.89,
      "eval_accuracy": 0.23318566381931305,
      "eval_loss": 2.926269054412842,
      "eval_runtime": 7.3605,
      "eval_samples_per_second": 674.678,
      "eval_steps_per_second": 84.369,
      "step": 2000
    },
    {
      "epoch": 0.98,
      "learning_rate": 3.3732623484176276e-05,
      "loss": 2.9896,
      "step": 2200
    },
    {
      "epoch": 1.06,
      "learning_rate": 3.225377107364685e-05,
      "loss": 2.8578,
      "step": 2400
    },
    {
      "epoch": 1.15,
      "learning_rate": 3.077491866311743e-05,
      "loss": 2.7667,
      "step": 2600
    },
    {
      "epoch": 1.24,
      "learning_rate": 2.9296066252587996e-05,
      "loss": 2.8017,
      "step": 2800
    },
    {
      "epoch": 1.33,
      "learning_rate": 2.7817213842058564e-05,
      "loss": 2.7409,
      "step": 3000
    },
    {
      "epoch": 1.33,
      "eval_accuracy": 0.2533226013183594,
      "eval_loss": 2.9040770530700684,
      "eval_runtime": 7.3851,
      "eval_samples_per_second": 672.437,
      "eval_steps_per_second": 84.088,
      "step": 3000
    },
    {
      "epoch": 1.42,
      "learning_rate": 2.6338361431529136e-05,
      "loss": 2.7605,
      "step": 3200
    },
    {
      "epoch": 1.51,
      "learning_rate": 2.4859509020999705e-05,
      "loss": 2.7569,
      "step": 3400
    },
    {
      "epoch": 1.6,
      "learning_rate": 2.3380656610470276e-05,
      "loss": 2.7154,
      "step": 3600
    },
    {
      "epoch": 1.69,
      "learning_rate": 2.190180419994085e-05,
      "loss": 2.788,
      "step": 3800
    },
    {
      "epoch": 1.77,
      "learning_rate": 2.0422951789411417e-05,
      "loss": 2.7905,
      "step": 4000
    },
    {
      "epoch": 1.77,
      "eval_accuracy": 0.2605718970298767,
      "eval_loss": 2.876274824142456,
      "eval_runtime": 7.4268,
      "eval_samples_per_second": 668.66,
      "eval_steps_per_second": 83.616,
      "step": 4000
    },
    {
      "epoch": 1.86,
      "learning_rate": 1.894409937888199e-05,
      "loss": 2.7044,
      "step": 4200
    },
    {
      "epoch": 1.95,
      "learning_rate": 1.7465246968352557e-05,
      "loss": 2.7526,
      "step": 4400
    },
    {
      "epoch": 2.04,
      "learning_rate": 1.5986394557823133e-05,
      "loss": 2.6027,
      "step": 4600
    },
    {
      "epoch": 2.13,
      "learning_rate": 1.4507542147293701e-05,
      "loss": 2.4391,
      "step": 4800
    },
    {
      "epoch": 2.22,
      "learning_rate": 1.3028689736764271e-05,
      "loss": 2.4359,
      "step": 5000
    },
    {
      "epoch": 2.22,
      "eval_accuracy": 0.2641965448856354,
      "eval_loss": 2.9071688652038574,
      "eval_runtime": 7.4381,
      "eval_samples_per_second": 667.644,
      "eval_steps_per_second": 83.489,
      "step": 5000
    },
    {
      "epoch": 2.31,
      "learning_rate": 1.1549837326234843e-05,
      "loss": 2.4514,
      "step": 5200
    },
    {
      "epoch": 2.4,
      "learning_rate": 1.0070984915705414e-05,
      "loss": 2.4754,
      "step": 5400
    },
    {
      "epoch": 2.48,
      "learning_rate": 8.592132505175984e-06,
      "loss": 2.4698,
      "step": 5600
    },
    {
      "epoch": 2.57,
      "learning_rate": 7.113280094646555e-06,
      "loss": 2.4732,
      "step": 5800
    },
    {
      "epoch": 2.66,
      "learning_rate": 5.634427684117125e-06,
      "loss": 2.4507,
      "step": 6000
    },
    {
      "epoch": 2.66,
      "eval_accuracy": 0.26439791917800903,
      "eval_loss": 2.9230332374572754,
      "eval_runtime": 7.4558,
      "eval_samples_per_second": 666.058,
      "eval_steps_per_second": 83.291,
      "step": 6000
    },
    {
      "epoch": 2.75,
      "learning_rate": 4.155575273587696e-06,
      "loss": 2.5628,
      "step": 6200
    },
    {
      "epoch": 2.84,
      "learning_rate": 2.6767228630582667e-06,
      "loss": 2.3556,
      "step": 6400
    },
    {
      "epoch": 2.93,
      "learning_rate": 1.1978704525288378e-06,
      "loss": 2.4206,
      "step": 6600
    },
    {
      "epoch": 3.0,
      "step": 6762,
      "total_flos": 3412474671843072.0,
      "train_loss": 2.764526012873939,
      "train_runtime": 382.9395,
      "train_samples_per_second": 141.242,
      "train_steps_per_second": 17.658
    }
  ],
  "max_steps": 6762,
  "num_train_epochs": 3,
  "total_flos": 3412474671843072.0,
  "trial_name": null,
  "trial_params": null
}