File size: 7,845 Bytes
4697198
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
331
{
  "best_metric": 1.6993123292922974,
  "best_model_checkpoint": "/mnt/bn/qingyi-bn-lq/llama/saved_llamaprosocial_dialog/checkpoint-308",
  "epoch": 2.6673883626522326,
  "global_step": 308,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.1,
      "eval_loss": 1.9915313720703125,
      "eval_runtime": 22.7483,
      "eval_samples_per_second": 87.919,
      "eval_steps_per_second": 1.407,
      "step": 11
    },
    {
      "epoch": 0.17,
      "learning_rate": 0.000292814371257485,
      "loss": 2.0439,
      "step": 20
    },
    {
      "epoch": 0.19,
      "eval_loss": 1.8029985427856445,
      "eval_runtime": 22.7395,
      "eval_samples_per_second": 87.953,
      "eval_steps_per_second": 1.407,
      "step": 22
    },
    {
      "epoch": 0.29,
      "eval_loss": 1.7677525281906128,
      "eval_runtime": 22.7246,
      "eval_samples_per_second": 88.01,
      "eval_steps_per_second": 1.408,
      "step": 33
    },
    {
      "epoch": 0.35,
      "learning_rate": 0.00027485029940119756,
      "loss": 1.7686,
      "step": 40
    },
    {
      "epoch": 0.38,
      "eval_loss": 1.7513495683670044,
      "eval_runtime": 22.772,
      "eval_samples_per_second": 87.827,
      "eval_steps_per_second": 1.405,
      "step": 44
    },
    {
      "epoch": 0.48,
      "eval_loss": 1.7416645288467407,
      "eval_runtime": 22.7234,
      "eval_samples_per_second": 88.015,
      "eval_steps_per_second": 1.408,
      "step": 55
    },
    {
      "epoch": 0.52,
      "learning_rate": 0.00025688622754491017,
      "loss": 1.737,
      "step": 60
    },
    {
      "epoch": 0.57,
      "eval_loss": 1.734699010848999,
      "eval_runtime": 22.7372,
      "eval_samples_per_second": 87.962,
      "eval_steps_per_second": 1.407,
      "step": 66
    },
    {
      "epoch": 0.67,
      "eval_loss": 1.72977614402771,
      "eval_runtime": 22.74,
      "eval_samples_per_second": 87.951,
      "eval_steps_per_second": 1.407,
      "step": 77
    },
    {
      "epoch": 0.69,
      "learning_rate": 0.00023892215568862272,
      "loss": 1.7289,
      "step": 80
    },
    {
      "epoch": 0.76,
      "eval_loss": 1.725810170173645,
      "eval_runtime": 22.7407,
      "eval_samples_per_second": 87.948,
      "eval_steps_per_second": 1.407,
      "step": 88
    },
    {
      "epoch": 0.86,
      "eval_loss": 1.7222310304641724,
      "eval_runtime": 22.733,
      "eval_samples_per_second": 87.978,
      "eval_steps_per_second": 1.408,
      "step": 99
    },
    {
      "epoch": 0.87,
      "learning_rate": 0.00022095808383233533,
      "loss": 1.7172,
      "step": 100
    },
    {
      "epoch": 0.95,
      "eval_loss": 1.7189042568206787,
      "eval_runtime": 22.7271,
      "eval_samples_per_second": 88.001,
      "eval_steps_per_second": 1.408,
      "step": 110
    },
    {
      "epoch": 1.04,
      "learning_rate": 0.00020299401197604788,
      "loss": 1.7127,
      "step": 120
    },
    {
      "epoch": 1.05,
      "eval_loss": 1.7177015542984009,
      "eval_runtime": 22.7303,
      "eval_samples_per_second": 87.988,
      "eval_steps_per_second": 1.408,
      "step": 121
    },
    {
      "epoch": 1.14,
      "eval_loss": 1.7150254249572754,
      "eval_runtime": 22.7281,
      "eval_samples_per_second": 87.997,
      "eval_steps_per_second": 1.408,
      "step": 132
    },
    {
      "epoch": 1.21,
      "learning_rate": 0.00018502994011976046,
      "loss": 1.7017,
      "step": 140
    },
    {
      "epoch": 1.24,
      "eval_loss": 1.7136248350143433,
      "eval_runtime": 22.732,
      "eval_samples_per_second": 87.982,
      "eval_steps_per_second": 1.408,
      "step": 143
    },
    {
      "epoch": 1.33,
      "eval_loss": 1.7119090557098389,
      "eval_runtime": 22.7069,
      "eval_samples_per_second": 88.079,
      "eval_steps_per_second": 1.409,
      "step": 154
    },
    {
      "epoch": 1.39,
      "learning_rate": 0.00016706586826347302,
      "loss": 1.7003,
      "step": 160
    },
    {
      "epoch": 1.43,
      "eval_loss": 1.7102028131484985,
      "eval_runtime": 22.9016,
      "eval_samples_per_second": 87.33,
      "eval_steps_per_second": 1.397,
      "step": 165
    },
    {
      "epoch": 1.52,
      "eval_loss": 1.708575963973999,
      "eval_runtime": 22.7175,
      "eval_samples_per_second": 88.038,
      "eval_steps_per_second": 1.409,
      "step": 176
    },
    {
      "epoch": 1.56,
      "learning_rate": 0.0001491017964071856,
      "loss": 1.7025,
      "step": 180
    },
    {
      "epoch": 1.62,
      "eval_loss": 1.7076679468154907,
      "eval_runtime": 22.792,
      "eval_samples_per_second": 87.75,
      "eval_steps_per_second": 1.404,
      "step": 187
    },
    {
      "epoch": 1.71,
      "eval_loss": 1.7062067985534668,
      "eval_runtime": 22.7054,
      "eval_samples_per_second": 88.085,
      "eval_steps_per_second": 1.409,
      "step": 198
    },
    {
      "epoch": 1.73,
      "learning_rate": 0.0001311377245508982,
      "loss": 1.6976,
      "step": 200
    },
    {
      "epoch": 1.81,
      "eval_loss": 1.7049460411071777,
      "eval_runtime": 22.765,
      "eval_samples_per_second": 87.854,
      "eval_steps_per_second": 1.406,
      "step": 209
    },
    {
      "epoch": 1.91,
      "learning_rate": 0.00011317365269461076,
      "loss": 1.6955,
      "step": 220
    },
    {
      "epoch": 1.91,
      "eval_loss": 1.704172134399414,
      "eval_runtime": 22.8464,
      "eval_samples_per_second": 87.541,
      "eval_steps_per_second": 1.401,
      "step": 220
    },
    {
      "epoch": 2.0,
      "eval_loss": 1.7033213376998901,
      "eval_runtime": 22.7378,
      "eval_samples_per_second": 87.959,
      "eval_steps_per_second": 1.407,
      "step": 231
    },
    {
      "epoch": 2.08,
      "learning_rate": 9.520958083832335e-05,
      "loss": 1.6893,
      "step": 240
    },
    {
      "epoch": 2.1,
      "eval_loss": 1.7023844718933105,
      "eval_runtime": 22.7421,
      "eval_samples_per_second": 87.942,
      "eval_steps_per_second": 1.407,
      "step": 242
    },
    {
      "epoch": 2.19,
      "eval_loss": 1.7013720273971558,
      "eval_runtime": 22.7212,
      "eval_samples_per_second": 88.023,
      "eval_steps_per_second": 1.408,
      "step": 253
    },
    {
      "epoch": 2.25,
      "learning_rate": 7.724550898203592e-05,
      "loss": 1.6853,
      "step": 260
    },
    {
      "epoch": 2.29,
      "eval_loss": 1.7013109922409058,
      "eval_runtime": 22.7306,
      "eval_samples_per_second": 87.987,
      "eval_steps_per_second": 1.408,
      "step": 264
    },
    {
      "epoch": 2.38,
      "eval_loss": 1.7006632089614868,
      "eval_runtime": 22.748,
      "eval_samples_per_second": 87.92,
      "eval_steps_per_second": 1.407,
      "step": 275
    },
    {
      "epoch": 2.42,
      "learning_rate": 5.92814371257485e-05,
      "loss": 1.6877,
      "step": 280
    },
    {
      "epoch": 2.48,
      "eval_loss": 1.7002646923065186,
      "eval_runtime": 22.7267,
      "eval_samples_per_second": 88.002,
      "eval_steps_per_second": 1.408,
      "step": 286
    },
    {
      "epoch": 2.57,
      "eval_loss": 1.6997302770614624,
      "eval_runtime": 22.7256,
      "eval_samples_per_second": 88.006,
      "eval_steps_per_second": 1.408,
      "step": 297
    },
    {
      "epoch": 2.6,
      "learning_rate": 4.131736526946108e-05,
      "loss": 1.6834,
      "step": 300
    },
    {
      "epoch": 2.67,
      "eval_loss": 1.6993123292922974,
      "eval_runtime": 22.7463,
      "eval_samples_per_second": 87.926,
      "eval_steps_per_second": 1.407,
      "step": 308
    }
  ],
  "max_steps": 345,
  "num_train_epochs": 3,
  "total_flos": 2.3514605800296284e+18,
  "trial_name": null,
  "trial_params": null
}