File size: 7,764 Bytes
a9a0e51
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
324
325
326
327
328
329
330
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.0,
  "eval_steps": 50,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.004,
      "eval_loss": 1.9942963123321533,
      "eval_runtime": 2.9922,
      "eval_samples_per_second": 52.136,
      "eval_steps_per_second": 2.674,
      "step": 2
    },
    {
      "epoch": 0.1,
      "grad_norm": 3.944833517074585,
      "learning_rate": 3.3333333333333333e-06,
      "loss": 1.4744,
      "step": 50
    },
    {
      "epoch": 0.1,
      "eval_loss": 0.8111104965209961,
      "eval_runtime": 2.9551,
      "eval_samples_per_second": 52.79,
      "eval_steps_per_second": 2.707,
      "step": 50
    },
    {
      "epoch": 0.2,
      "grad_norm": 2.267634868621826,
      "learning_rate": 6.666666666666667e-06,
      "loss": 0.8438,
      "step": 100
    },
    {
      "epoch": 0.2,
      "eval_loss": 0.7407088875770569,
      "eval_runtime": 3.0287,
      "eval_samples_per_second": 51.507,
      "eval_steps_per_second": 2.641,
      "step": 100
    },
    {
      "epoch": 0.3,
      "grad_norm": 2.4580960273742676,
      "learning_rate": 1e-05,
      "loss": 0.7954,
      "step": 150
    },
    {
      "epoch": 0.3,
      "eval_loss": 0.7344938516616821,
      "eval_runtime": 3.0361,
      "eval_samples_per_second": 51.381,
      "eval_steps_per_second": 2.635,
      "step": 150
    },
    {
      "epoch": 0.4,
      "grad_norm": 1.8795665502548218,
      "learning_rate": 1.3333333333333333e-05,
      "loss": 0.8062,
      "step": 200
    },
    {
      "epoch": 0.4,
      "eval_loss": 0.7369781732559204,
      "eval_runtime": 2.9655,
      "eval_samples_per_second": 52.604,
      "eval_steps_per_second": 2.698,
      "step": 200
    },
    {
      "epoch": 0.5,
      "grad_norm": 1.9113938808441162,
      "learning_rate": 1.6666666666666667e-05,
      "loss": 0.8094,
      "step": 250
    },
    {
      "epoch": 0.5,
      "eval_loss": 0.7419852614402771,
      "eval_runtime": 2.9722,
      "eval_samples_per_second": 52.487,
      "eval_steps_per_second": 2.692,
      "step": 250
    },
    {
      "epoch": 0.6,
      "grad_norm": 2.6403286457061768,
      "learning_rate": 2e-05,
      "loss": 0.7765,
      "step": 300
    },
    {
      "epoch": 0.6,
      "eval_loss": 0.7483660578727722,
      "eval_runtime": 2.9618,
      "eval_samples_per_second": 52.671,
      "eval_steps_per_second": 2.701,
      "step": 300
    },
    {
      "epoch": 0.7,
      "grad_norm": 1.6574498414993286,
      "learning_rate": 1.9983081582712684e-05,
      "loss": 0.8277,
      "step": 350
    },
    {
      "epoch": 0.7,
      "eval_loss": 0.7558473348617554,
      "eval_runtime": 2.9758,
      "eval_samples_per_second": 52.423,
      "eval_steps_per_second": 2.688,
      "step": 350
    },
    {
      "epoch": 0.8,
      "grad_norm": 1.647865653038025,
      "learning_rate": 1.9932383577419432e-05,
      "loss": 0.8109,
      "step": 400
    },
    {
      "epoch": 0.8,
      "eval_loss": 0.7527696490287781,
      "eval_runtime": 2.9606,
      "eval_samples_per_second": 52.692,
      "eval_steps_per_second": 2.702,
      "step": 400
    },
    {
      "epoch": 0.9,
      "grad_norm": 6.825328350067139,
      "learning_rate": 1.9848077530122083e-05,
      "loss": 0.8396,
      "step": 450
    },
    {
      "epoch": 0.9,
      "eval_loss": 0.7513787150382996,
      "eval_runtime": 2.9613,
      "eval_samples_per_second": 52.679,
      "eval_steps_per_second": 2.701,
      "step": 450
    },
    {
      "epoch": 1.0,
      "grad_norm": 1.86250901222229,
      "learning_rate": 1.973044870579824e-05,
      "loss": 0.814,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.7477762699127197,
      "eval_runtime": 2.9731,
      "eval_samples_per_second": 52.471,
      "eval_steps_per_second": 2.691,
      "step": 500
    },
    {
      "epoch": 1.1,
      "grad_norm": 3.209193229675293,
      "learning_rate": 1.957989512315489e-05,
      "loss": 0.512,
      "step": 550
    },
    {
      "epoch": 1.1,
      "eval_loss": 0.792364239692688,
      "eval_runtime": 2.9678,
      "eval_samples_per_second": 52.564,
      "eval_steps_per_second": 2.696,
      "step": 550
    },
    {
      "epoch": 1.2,
      "grad_norm": 3.9676766395568848,
      "learning_rate": 1.9396926207859085e-05,
      "loss": 0.4991,
      "step": 600
    },
    {
      "epoch": 1.2,
      "eval_loss": 0.7819795608520508,
      "eval_runtime": 2.9632,
      "eval_samples_per_second": 52.645,
      "eval_steps_per_second": 2.7,
      "step": 600
    },
    {
      "epoch": 1.3,
      "grad_norm": 1.8103879690170288,
      "learning_rate": 1.9182161068802742e-05,
      "loss": 0.5022,
      "step": 650
    },
    {
      "epoch": 1.3,
      "eval_loss": 0.7795585989952087,
      "eval_runtime": 2.9661,
      "eval_samples_per_second": 52.594,
      "eval_steps_per_second": 2.697,
      "step": 650
    },
    {
      "epoch": 1.4,
      "grad_norm": 1.4793493747711182,
      "learning_rate": 1.8936326403234125e-05,
      "loss": 0.4964,
      "step": 700
    },
    {
      "epoch": 1.4,
      "eval_loss": 0.7873778343200684,
      "eval_runtime": 2.9886,
      "eval_samples_per_second": 52.199,
      "eval_steps_per_second": 2.677,
      "step": 700
    },
    {
      "epoch": 1.5,
      "grad_norm": 1.360481858253479,
      "learning_rate": 1.866025403784439e-05,
      "loss": 0.519,
      "step": 750
    },
    {
      "epoch": 1.5,
      "eval_loss": 0.779276430606842,
      "eval_runtime": 3.0307,
      "eval_samples_per_second": 51.473,
      "eval_steps_per_second": 2.64,
      "step": 750
    },
    {
      "epoch": 1.6,
      "grad_norm": 1.756487250328064,
      "learning_rate": 1.8354878114129368e-05,
      "loss": 0.5117,
      "step": 800
    },
    {
      "epoch": 1.6,
      "eval_loss": 0.7745152115821838,
      "eval_runtime": 2.9728,
      "eval_samples_per_second": 52.475,
      "eval_steps_per_second": 2.691,
      "step": 800
    },
    {
      "epoch": 1.7,
      "grad_norm": 1.5152206420898438,
      "learning_rate": 1.802123192755044e-05,
      "loss": 0.5411,
      "step": 850
    },
    {
      "epoch": 1.7,
      "eval_loss": 0.771414577960968,
      "eval_runtime": 2.9972,
      "eval_samples_per_second": 52.048,
      "eval_steps_per_second": 2.669,
      "step": 850
    },
    {
      "epoch": 1.8,
      "grad_norm": 2.860755681991577,
      "learning_rate": 1.766044443118978e-05,
      "loss": 0.5345,
      "step": 900
    },
    {
      "epoch": 1.8,
      "eval_loss": 0.7689093351364136,
      "eval_runtime": 2.9564,
      "eval_samples_per_second": 52.766,
      "eval_steps_per_second": 2.706,
      "step": 900
    },
    {
      "epoch": 1.9,
      "grad_norm": 1.5143054723739624,
      "learning_rate": 1.7273736415730488e-05,
      "loss": 0.534,
      "step": 950
    },
    {
      "epoch": 1.9,
      "eval_loss": 0.7705763578414917,
      "eval_runtime": 2.9633,
      "eval_samples_per_second": 52.644,
      "eval_steps_per_second": 2.7,
      "step": 950
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.869483470916748,
      "learning_rate": 1.686241637868734e-05,
      "loss": 0.5292,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.769786536693573,
      "eval_runtime": 2.961,
      "eval_samples_per_second": 52.686,
      "eval_steps_per_second": 2.702,
      "step": 1000
    }
  ],
  "logging_steps": 50,
  "max_steps": 3000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "save_steps": 500,
  "total_flos": 1.1397181534424269e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}