File size: 6,644 Bytes
3046e76
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 15.0,
  "eval_steps": 500,
  "global_step": 90,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.17,
      "grad_norm": 1600.5740838054542,
      "learning_rate": 1.9993908270190957e-06,
      "loss": 10.0226,
      "step": 1
    },
    {
      "epoch": 0.83,
      "grad_norm": 163.46605797672981,
      "learning_rate": 1.984807753012208e-06,
      "loss": 5.6993,
      "step": 5
    },
    {
      "epoch": 1.0,
      "eval_loss": 2.8191075325012207,
      "eval_runtime": 49.0667,
      "eval_samples_per_second": 20.095,
      "eval_steps_per_second": 0.326,
      "step": 6
    },
    {
      "epoch": 1.67,
      "grad_norm": 50.67962007165623,
      "learning_rate": 1.9396926207859082e-06,
      "loss": 3.3379,
      "step": 10
    },
    {
      "epoch": 2.0,
      "eval_loss": 2.2502517700195312,
      "eval_runtime": 43.7351,
      "eval_samples_per_second": 22.545,
      "eval_steps_per_second": 0.366,
      "step": 12
    },
    {
      "epoch": 2.5,
      "grad_norm": 45.950994283173856,
      "learning_rate": 1.8660254037844386e-06,
      "loss": 2.8978,
      "step": 15
    },
    {
      "epoch": 3.0,
      "eval_loss": 2.073012590408325,
      "eval_runtime": 45.7645,
      "eval_samples_per_second": 21.545,
      "eval_steps_per_second": 0.35,
      "step": 18
    },
    {
      "epoch": 3.33,
      "grad_norm": 24.025617244806874,
      "learning_rate": 1.766044443118978e-06,
      "loss": 2.7495,
      "step": 20
    },
    {
      "epoch": 4.0,
      "eval_loss": 1.9770734310150146,
      "eval_runtime": 46.4207,
      "eval_samples_per_second": 21.241,
      "eval_steps_per_second": 0.345,
      "step": 24
    },
    {
      "epoch": 4.17,
      "grad_norm": 14.021051311636999,
      "learning_rate": 1.6427876096865393e-06,
      "loss": 2.6253,
      "step": 25
    },
    {
      "epoch": 5.0,
      "grad_norm": 11.855730015804184,
      "learning_rate": 1.5e-06,
      "loss": 2.5265,
      "step": 30
    },
    {
      "epoch": 5.0,
      "eval_loss": 1.9128954410552979,
      "eval_runtime": 45.7673,
      "eval_samples_per_second": 21.544,
      "eval_steps_per_second": 0.35,
      "step": 30
    },
    {
      "epoch": 5.83,
      "grad_norm": 10.919199689075139,
      "learning_rate": 1.3420201433256689e-06,
      "loss": 2.4727,
      "step": 35
    },
    {
      "epoch": 6.0,
      "eval_loss": 1.8680870532989502,
      "eval_runtime": 44.5512,
      "eval_samples_per_second": 22.132,
      "eval_steps_per_second": 0.359,
      "step": 36
    },
    {
      "epoch": 6.67,
      "grad_norm": 11.284381796941899,
      "learning_rate": 1.1736481776669305e-06,
      "loss": 2.443,
      "step": 40
    },
    {
      "epoch": 7.0,
      "eval_loss": 1.8343719244003296,
      "eval_runtime": 46.2122,
      "eval_samples_per_second": 21.336,
      "eval_steps_per_second": 0.346,
      "step": 42
    },
    {
      "epoch": 7.5,
      "grad_norm": 9.847559856792891,
      "learning_rate": 1e-06,
      "loss": 2.3432,
      "step": 45
    },
    {
      "epoch": 8.0,
      "eval_loss": 1.8083339929580688,
      "eval_runtime": 44.9515,
      "eval_samples_per_second": 21.935,
      "eval_steps_per_second": 0.356,
      "step": 48
    },
    {
      "epoch": 8.33,
      "grad_norm": 9.870561751066663,
      "learning_rate": 8.263518223330696e-07,
      "loss": 2.3291,
      "step": 50
    },
    {
      "epoch": 9.0,
      "eval_loss": 1.787840485572815,
      "eval_runtime": 47.3715,
      "eval_samples_per_second": 20.814,
      "eval_steps_per_second": 0.338,
      "step": 54
    },
    {
      "epoch": 9.17,
      "grad_norm": 10.44561543342826,
      "learning_rate": 6.579798566743313e-07,
      "loss": 2.3369,
      "step": 55
    },
    {
      "epoch": 10.0,
      "grad_norm": 10.772104047660392,
      "learning_rate": 5.000000000000002e-07,
      "loss": 2.2843,
      "step": 60
    },
    {
      "epoch": 10.0,
      "eval_loss": 1.7719180583953857,
      "eval_runtime": 47.9838,
      "eval_samples_per_second": 20.549,
      "eval_steps_per_second": 0.333,
      "step": 60
    },
    {
      "epoch": 10.83,
      "grad_norm": 10.611454385941395,
      "learning_rate": 3.5721239031346063e-07,
      "loss": 2.2529,
      "step": 65
    },
    {
      "epoch": 11.0,
      "eval_loss": 1.7595422267913818,
      "eval_runtime": 46.6624,
      "eval_samples_per_second": 21.131,
      "eval_steps_per_second": 0.343,
      "step": 66
    },
    {
      "epoch": 11.67,
      "grad_norm": 10.96071622929993,
      "learning_rate": 2.339555568810221e-07,
      "loss": 2.2723,
      "step": 70
    },
    {
      "epoch": 12.0,
      "eval_loss": 1.750933289527893,
      "eval_runtime": 43.9252,
      "eval_samples_per_second": 22.447,
      "eval_steps_per_second": 0.364,
      "step": 72
    },
    {
      "epoch": 12.5,
      "grad_norm": 11.705697271981819,
      "learning_rate": 1.3397459621556128e-07,
      "loss": 2.2302,
      "step": 75
    },
    {
      "epoch": 13.0,
      "eval_loss": 1.746525526046753,
      "eval_runtime": 45.2618,
      "eval_samples_per_second": 21.784,
      "eval_steps_per_second": 0.353,
      "step": 78
    },
    {
      "epoch": 13.33,
      "grad_norm": 11.852420845520365,
      "learning_rate": 6.030737921409168e-08,
      "loss": 2.2224,
      "step": 80
    },
    {
      "epoch": 14.0,
      "eval_loss": 1.744821548461914,
      "eval_runtime": 43.5242,
      "eval_samples_per_second": 22.654,
      "eval_steps_per_second": 0.368,
      "step": 84
    },
    {
      "epoch": 14.17,
      "grad_norm": 11.326567147878775,
      "learning_rate": 1.519224698779198e-08,
      "loss": 2.2113,
      "step": 85
    },
    {
      "epoch": 15.0,
      "grad_norm": 11.882251961294145,
      "learning_rate": 0.0,
      "loss": 2.2309,
      "step": 90
    },
    {
      "epoch": 15.0,
      "eval_loss": 1.7445234060287476,
      "eval_runtime": 46.8833,
      "eval_samples_per_second": 21.031,
      "eval_steps_per_second": 0.341,
      "step": 90
    },
    {
      "epoch": 15.0,
      "step": 90,
      "total_flos": 24718476312576.0,
      "train_loss": 2.68501771291097,
      "train_runtime": 1215.2713,
      "train_samples_per_second": 9.121,
      "train_steps_per_second": 0.074
    }
  ],
  "logging_steps": 5,
  "max_steps": 90,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 15,
  "save_steps": 100,
  "total_flos": 24718476312576.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}