File size: 8,085 Bytes
946a64f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.961038961038961,
  "eval_steps": 3,
  "global_step": 57,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.05194805194805195,
      "grad_norm": 0.0,
      "learning_rate": 0.0,
      "loss": 2.1051,
      "step": 1
    },
    {
      "epoch": 0.15584415584415584,
      "grad_norm": 0.0,
      "learning_rate": 0.0,
      "loss": 2.0376,
      "step": 3
    },
    {
      "epoch": 0.15584415584415584,
      "eval_loss": 2.0735840797424316,
      "eval_runtime": 188.468,
      "eval_samples_per_second": 1.443,
      "eval_steps_per_second": 0.027,
      "step": 3
    },
    {
      "epoch": 0.3116883116883117,
      "grad_norm": 0.0,
      "learning_rate": 0.0,
      "loss": 2.0549,
      "step": 6
    },
    {
      "epoch": 0.3116883116883117,
      "eval_loss": 2.0735840797424316,
      "eval_runtime": 183.8886,
      "eval_samples_per_second": 1.479,
      "eval_steps_per_second": 0.027,
      "step": 6
    },
    {
      "epoch": 0.4675324675324675,
      "grad_norm": 1.9069625261641296,
      "learning_rate": 1.8e-06,
      "loss": 2.1192,
      "step": 9
    },
    {
      "epoch": 0.4675324675324675,
      "eval_loss": 2.066406726837158,
      "eval_runtime": 188.4211,
      "eval_samples_per_second": 1.444,
      "eval_steps_per_second": 0.027,
      "step": 9
    },
    {
      "epoch": 0.6233766233766234,
      "grad_norm": 2.195508371268519,
      "learning_rate": 3e-06,
      "loss": 2.1346,
      "step": 12
    },
    {
      "epoch": 0.6233766233766234,
      "eval_loss": 2.055842638015747,
      "eval_runtime": 194.004,
      "eval_samples_per_second": 1.402,
      "eval_steps_per_second": 0.026,
      "step": 12
    },
    {
      "epoch": 0.7792207792207793,
      "grad_norm": 1.6392960084592598,
      "learning_rate": 1.5844124594183009e-06,
      "loss": 2.08,
      "step": 15
    },
    {
      "epoch": 0.7792207792207793,
      "eval_loss": 2.0401382446289062,
      "eval_runtime": 191.3975,
      "eval_samples_per_second": 1.421,
      "eval_steps_per_second": 0.026,
      "step": 15
    },
    {
      "epoch": 0.935064935064935,
      "grad_norm": 1.4536448011292864,
      "learning_rate": 8.15810619632839e-07,
      "loss": 2.0576,
      "step": 18
    },
    {
      "epoch": 0.935064935064935,
      "eval_loss": 2.024768829345703,
      "eval_runtime": 190.2805,
      "eval_samples_per_second": 1.429,
      "eval_steps_per_second": 0.026,
      "step": 18
    },
    {
      "epoch": 1.0909090909090908,
      "grad_norm": 1.5244570928071939,
      "learning_rate": 4.147020859997813e-07,
      "loss": 2.0351,
      "step": 21
    },
    {
      "epoch": 1.0909090909090908,
      "eval_loss": 2.0168356895446777,
      "eval_runtime": 183.6958,
      "eval_samples_per_second": 1.481,
      "eval_steps_per_second": 0.027,
      "step": 21
    },
    {
      "epoch": 1.2467532467532467,
      "grad_norm": 0.9156345951361289,
      "learning_rate": 2.1460580257299744e-07,
      "loss": 1.9633,
      "step": 24
    },
    {
      "epoch": 1.2467532467532467,
      "eval_loss": 2.0134994983673096,
      "eval_runtime": 183.9488,
      "eval_samples_per_second": 1.479,
      "eval_steps_per_second": 0.027,
      "step": 24
    },
    {
      "epoch": 1.4025974025974026,
      "grad_norm": 2.2398676747041684,
      "learning_rate": 1.198239157793215e-07,
      "loss": 2.0389,
      "step": 27
    },
    {
      "epoch": 1.4025974025974026,
      "eval_loss": 2.0117082595825195,
      "eval_runtime": 179.0815,
      "eval_samples_per_second": 1.519,
      "eval_steps_per_second": 0.028,
      "step": 27
    },
    {
      "epoch": 1.5584415584415585,
      "grad_norm": 0.8504588484649336,
      "learning_rate": 7.754566893269768e-08,
      "loss": 1.9637,
      "step": 30
    },
    {
      "epoch": 1.5584415584415585,
      "eval_loss": 2.0106735229492188,
      "eval_runtime": 184.0813,
      "eval_samples_per_second": 1.478,
      "eval_steps_per_second": 0.027,
      "step": 30
    },
    {
      "epoch": 1.7142857142857144,
      "grad_norm": 2.8901234292003775,
      "learning_rate": 5.997157748148484e-08,
      "loss": 1.9749,
      "step": 33
    },
    {
      "epoch": 1.7142857142857144,
      "eval_loss": 2.0099711418151855,
      "eval_runtime": 186.4048,
      "eval_samples_per_second": 1.459,
      "eval_steps_per_second": 0.027,
      "step": 33
    },
    {
      "epoch": 1.87012987012987,
      "grad_norm": 1.81025589751347,
      "learning_rate": 5.3254794554805664e-08,
      "loss": 2.0231,
      "step": 36
    },
    {
      "epoch": 1.87012987012987,
      "eval_loss": 2.0093705654144287,
      "eval_runtime": 181.0103,
      "eval_samples_per_second": 1.503,
      "eval_steps_per_second": 0.028,
      "step": 36
    },
    {
      "epoch": 2.0259740259740258,
      "grad_norm": 0.6589563923312365,
      "learning_rate": 5.093567565825763e-08,
      "loss": 1.9785,
      "step": 39
    },
    {
      "epoch": 2.0259740259740258,
      "eval_loss": 2.0088231563568115,
      "eval_runtime": 180.9094,
      "eval_samples_per_second": 1.504,
      "eval_steps_per_second": 0.028,
      "step": 39
    },
    {
      "epoch": 2.1818181818181817,
      "grad_norm": 0.6589712270301414,
      "learning_rate": 5.022931619396663e-08,
      "loss": 1.9619,
      "step": 42
    },
    {
      "epoch": 2.1818181818181817,
      "eval_loss": 2.008312463760376,
      "eval_runtime": 190.7131,
      "eval_samples_per_second": 1.426,
      "eval_steps_per_second": 0.026,
      "step": 42
    },
    {
      "epoch": 2.3376623376623376,
      "grad_norm": 0.9435038636441478,
      "learning_rate": 5.0045716697115606e-08,
      "loss": 1.9971,
      "step": 45
    },
    {
      "epoch": 2.3376623376623376,
      "eval_loss": 2.007845640182495,
      "eval_runtime": 193.4537,
      "eval_samples_per_second": 1.406,
      "eval_steps_per_second": 0.026,
      "step": 45
    },
    {
      "epoch": 2.4935064935064934,
      "grad_norm": 2.734201702872017,
      "learning_rate": 5.0013450033658545e-08,
      "loss": 1.9992,
      "step": 48
    },
    {
      "epoch": 2.4935064935064934,
      "eval_loss": 2.0075366497039795,
      "eval_runtime": 191.0125,
      "eval_samples_per_second": 1.424,
      "eval_steps_per_second": 0.026,
      "step": 48
    },
    {
      "epoch": 2.6493506493506493,
      "grad_norm": 0.6652092963795725,
      "learning_rate": 5.0001589255153705e-08,
      "loss": 1.9912,
      "step": 51
    },
    {
      "epoch": 2.6493506493506493,
      "eval_loss": 2.007113218307495,
      "eval_runtime": 183.1059,
      "eval_samples_per_second": 1.485,
      "eval_steps_per_second": 0.027,
      "step": 51
    },
    {
      "epoch": 2.8051948051948052,
      "grad_norm": 0.8157759570772763,
      "learning_rate": 5.000011197079783e-08,
      "loss": 1.9894,
      "step": 54
    },
    {
      "epoch": 2.8051948051948052,
      "eval_loss": 2.0066730976104736,
      "eval_runtime": 188.7087,
      "eval_samples_per_second": 1.441,
      "eval_steps_per_second": 0.026,
      "step": 54
    },
    {
      "epoch": 2.961038961038961,
      "grad_norm": 2.3142513279299544,
      "learning_rate": 5.000000337112684e-08,
      "loss": 2.0143,
      "step": 57
    },
    {
      "epoch": 2.961038961038961,
      "eval_loss": 2.006239414215088,
      "eval_runtime": 185.8251,
      "eval_samples_per_second": 1.464,
      "eval_steps_per_second": 0.027,
      "step": 57
    },
    {
      "epoch": 2.961038961038961,
      "step": 57,
      "total_flos": 227154377834496.0,
      "train_loss": 2.023003205918429,
      "train_runtime": 21371.877,
      "train_samples_per_second": 0.343,
      "train_steps_per_second": 0.003
    }
  ],
  "logging_steps": 3,
  "max_steps": 57,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 12,
  "total_flos": 227154377834496.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}