File size: 6,100 Bytes
89a2f06
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.934131736526946,
  "eval_steps": 500,
  "global_step": 123,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.11976047904191617,
      "grad_norm": 3.5740466117858887,
      "learning_rate": 4.979641338636935e-05,
      "loss": 2.7298,
      "num_input_tokens_seen": 7080,
      "step": 5
    },
    {
      "epoch": 0.23952095808383234,
      "grad_norm": 3.4822659492492676,
      "learning_rate": 4.918896934621734e-05,
      "loss": 1.963,
      "num_input_tokens_seen": 14016,
      "step": 10
    },
    {
      "epoch": 0.3592814371257485,
      "grad_norm": 3.181272268295288,
      "learning_rate": 4.8187561277552374e-05,
      "loss": 1.3739,
      "num_input_tokens_seen": 21024,
      "step": 15
    },
    {
      "epoch": 0.47904191616766467,
      "grad_norm": 2.162691593170166,
      "learning_rate": 4.680849904257938e-05,
      "loss": 0.9519,
      "num_input_tokens_seen": 27864,
      "step": 20
    },
    {
      "epoch": 0.5988023952095808,
      "grad_norm": 2.1968019008636475,
      "learning_rate": 4.507424333013069e-05,
      "loss": 0.7551,
      "num_input_tokens_seen": 34848,
      "step": 25
    },
    {
      "epoch": 0.718562874251497,
      "grad_norm": 1.3013643026351929,
      "learning_rate": 4.301303984001967e-05,
      "loss": 0.6738,
      "num_input_tokens_seen": 41496,
      "step": 30
    },
    {
      "epoch": 0.8383233532934131,
      "grad_norm": 1.2600340843200684,
      "learning_rate": 4.0658459247330766e-05,
      "loss": 0.6185,
      "num_input_tokens_seen": 48360,
      "step": 35
    },
    {
      "epoch": 0.9580838323353293,
      "grad_norm": 1.2103824615478516,
      "learning_rate": 3.8048850439214844e-05,
      "loss": 0.587,
      "num_input_tokens_seen": 55512,
      "step": 40
    },
    {
      "epoch": 1.0718562874251496,
      "grad_norm": 1.5621482133865356,
      "learning_rate": 3.5226715929283506e-05,
      "loss": 0.4555,
      "num_input_tokens_seen": 61968,
      "step": 45
    },
    {
      "epoch": 1.1916167664670658,
      "grad_norm": 1.1218465566635132,
      "learning_rate": 3.223801962218372e-05,
      "loss": 0.5047,
      "num_input_tokens_seen": 68544,
      "step": 50
    },
    {
      "epoch": 1.311377245508982,
      "grad_norm": 0.9951040744781494,
      "learning_rate": 2.9131438202742124e-05,
      "loss": 0.453,
      "num_input_tokens_seen": 75456,
      "step": 55
    },
    {
      "epoch": 1.4311377245508983,
      "grad_norm": 1.395470380783081,
      "learning_rate": 2.595756834225089e-05,
      "loss": 0.5011,
      "num_input_tokens_seen": 82152,
      "step": 60
    },
    {
      "epoch": 1.5508982035928143,
      "grad_norm": 1.1427335739135742,
      "learning_rate": 2.2768102634070147e-05,
      "loss": 0.4825,
      "num_input_tokens_seen": 89352,
      "step": 65
    },
    {
      "epoch": 1.6706586826347305,
      "grad_norm": 1.1576189994812012,
      "learning_rate": 1.961498768002547e-05,
      "loss": 0.5319,
      "num_input_tokens_seen": 96576,
      "step": 70
    },
    {
      "epoch": 1.7904191616766467,
      "grad_norm": 1.177241325378418,
      "learning_rate": 1.6549578039787436e-05,
      "loss": 0.4653,
      "num_input_tokens_seen": 103224,
      "step": 75
    },
    {
      "epoch": 1.910179640718563,
      "grad_norm": 1.015809178352356,
      "learning_rate": 1.3621799822799788e-05,
      "loss": 0.4396,
      "num_input_tokens_seen": 110376,
      "step": 80
    },
    {
      "epoch": 2.0239520958083834,
      "grad_norm": 1.1751824617385864,
      "learning_rate": 1.0879337545275165e-05,
      "loss": 0.3965,
      "num_input_tokens_seen": 116656,
      "step": 85
    },
    {
      "epoch": 2.143712574850299,
      "grad_norm": 1.0979323387145996,
      "learning_rate": 8.36685749586087e-06,
      "loss": 0.4697,
      "num_input_tokens_seen": 123904,
      "step": 90
    },
    {
      "epoch": 2.2634730538922154,
      "grad_norm": 1.0818545818328857,
      "learning_rate": 6.125280258962873e-06,
      "loss": 0.4242,
      "num_input_tokens_seen": 130552,
      "step": 95
    },
    {
      "epoch": 2.3832335329341316,
      "grad_norm": 1.2338745594024658,
      "learning_rate": 4.19111424408932e-06,
      "loss": 0.3814,
      "num_input_tokens_seen": 137200,
      "step": 100
    },
    {
      "epoch": 2.502994011976048,
      "grad_norm": 1.1963940858840942,
      "learning_rate": 2.595861075973613e-06,
      "loss": 0.3991,
      "num_input_tokens_seen": 143872,
      "step": 105
    },
    {
      "epoch": 2.622754491017964,
      "grad_norm": 1.2328342199325562,
      "learning_rate": 1.365502529846166e-06,
      "loss": 0.4522,
      "num_input_tokens_seen": 150832,
      "step": 110
    },
    {
      "epoch": 2.7425149700598803,
      "grad_norm": 1.3839339017868042,
      "learning_rate": 5.20077368103597e-07,
      "loss": 0.3812,
      "num_input_tokens_seen": 157672,
      "step": 115
    },
    {
      "epoch": 2.8622754491017965,
      "grad_norm": 1.190239667892456,
      "learning_rate": 7.335497040648898e-08,
      "loss": 0.4344,
      "num_input_tokens_seen": 164776,
      "step": 120
    },
    {
      "epoch": 2.934131736526946,
      "num_input_tokens_seen": 169048,
      "step": 123,
      "total_flos": 992767048187904.0,
      "train_loss": 0.696133964430026,
      "train_runtime": 82.5141,
      "train_samples_per_second": 36.357,
      "train_steps_per_second": 1.491
    }
  ],
  "logging_steps": 5,
  "max_steps": 123,
  "num_input_tokens_seen": 169048,
  "num_train_epochs": 3,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 992767048187904.0,
  "train_batch_size": 3,
  "trial_name": null,
  "trial_params": null
}