File size: 5,347 Bytes
6ca15e8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 12535,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.1994415636218588,
      "grad_norm": 1.7483305931091309,
      "learning_rate": 4.8005584363781416e-05,
      "loss": 7.5177,
      "step": 500
    },
    {
      "epoch": 0.3988831272437176,
      "grad_norm": 1.5902838706970215,
      "learning_rate": 4.601116872756282e-05,
      "loss": 6.6658,
      "step": 1000
    },
    {
      "epoch": 0.5983246908655764,
      "grad_norm": 1.9109225273132324,
      "learning_rate": 4.4016753091344236e-05,
      "loss": 6.3093,
      "step": 1500
    },
    {
      "epoch": 0.7977662544874352,
      "grad_norm": 1.8110615015029907,
      "learning_rate": 4.202233745512565e-05,
      "loss": 6.0429,
      "step": 2000
    },
    {
      "epoch": 0.9972078181092939,
      "grad_norm": 2.1440045833587646,
      "learning_rate": 4.002792181890706e-05,
      "loss": 5.8564,
      "step": 2500
    },
    {
      "epoch": 1.1966493817311528,
      "grad_norm": 2.1070995330810547,
      "learning_rate": 3.803350618268847e-05,
      "loss": 5.6429,
      "step": 3000
    },
    {
      "epoch": 1.3960909453530115,
      "grad_norm": 2.0321288108825684,
      "learning_rate": 3.6039090546469884e-05,
      "loss": 5.5179,
      "step": 3500
    },
    {
      "epoch": 1.5955325089748702,
      "grad_norm": 2.1192569732666016,
      "learning_rate": 3.4044674910251304e-05,
      "loss": 5.4088,
      "step": 4000
    },
    {
      "epoch": 1.7949740725967291,
      "grad_norm": 2.2034354209899902,
      "learning_rate": 3.205025927403271e-05,
      "loss": 5.3574,
      "step": 4500
    },
    {
      "epoch": 1.994415636218588,
      "grad_norm": 2.3862476348876953,
      "learning_rate": 3.0055843637814124e-05,
      "loss": 5.2802,
      "step": 5000
    },
    {
      "epoch": 2.193857199840447,
      "grad_norm": 2.287271738052368,
      "learning_rate": 2.8061428001595534e-05,
      "loss": 5.1049,
      "step": 5500
    },
    {
      "epoch": 2.3932987634623055,
      "grad_norm": 2.282344341278076,
      "learning_rate": 2.6067012365376948e-05,
      "loss": 5.0663,
      "step": 6000
    },
    {
      "epoch": 2.5927403270841642,
      "grad_norm": 2.3689157962799072,
      "learning_rate": 2.4072596729158358e-05,
      "loss": 5.0354,
      "step": 6500
    },
    {
      "epoch": 2.792181890706023,
      "grad_norm": 2.4090659618377686,
      "learning_rate": 2.207818109293977e-05,
      "loss": 4.9782,
      "step": 7000
    },
    {
      "epoch": 2.9916234543278817,
      "grad_norm": 2.3092195987701416,
      "learning_rate": 2.008376545672118e-05,
      "loss": 4.9434,
      "step": 7500
    },
    {
      "epoch": 3.191065017949741,
      "grad_norm": 2.460700273513794,
      "learning_rate": 1.8089349820502595e-05,
      "loss": 4.8539,
      "step": 8000
    },
    {
      "epoch": 3.3905065815715996,
      "grad_norm": 2.6232993602752686,
      "learning_rate": 1.6098923015556443e-05,
      "loss": 4.8056,
      "step": 8500
    },
    {
      "epoch": 3.5899481451934583,
      "grad_norm": 2.5114476680755615,
      "learning_rate": 1.4104507379337855e-05,
      "loss": 4.7642,
      "step": 9000
    },
    {
      "epoch": 3.789389708815317,
      "grad_norm": 2.446881055831909,
      "learning_rate": 1.2110091743119267e-05,
      "loss": 4.7694,
      "step": 9500
    },
    {
      "epoch": 3.988831272437176,
      "grad_norm": 2.586047410964966,
      "learning_rate": 1.0115676106900679e-05,
      "loss": 4.733,
      "step": 10000
    },
    {
      "epoch": 4.188272836059035,
      "grad_norm": 2.6265206336975098,
      "learning_rate": 8.125249301954529e-06,
      "loss": 4.6612,
      "step": 10500
    },
    {
      "epoch": 4.387714399680894,
      "grad_norm": 2.6361939907073975,
      "learning_rate": 6.13083366573594e-06,
      "loss": 4.6552,
      "step": 11000
    },
    {
      "epoch": 4.587155963302752,
      "grad_norm": 2.643498182296753,
      "learning_rate": 4.136418029517352e-06,
      "loss": 4.6594,
      "step": 11500
    },
    {
      "epoch": 4.786597526924611,
      "grad_norm": 2.601949453353882,
      "learning_rate": 2.1420023932987634e-06,
      "loss": 4.6318,
      "step": 12000
    },
    {
      "epoch": 4.98603909054647,
      "grad_norm": 2.711338996887207,
      "learning_rate": 1.515755883526127e-07,
      "loss": 4.6389,
      "step": 12500
    },
    {
      "epoch": 5.0,
      "step": 12535,
      "total_flos": 1.310011259092992e+16,
      "train_loss": 5.274392118328446,
      "train_runtime": 3806.2907,
      "train_samples_per_second": 52.686,
      "train_steps_per_second": 3.293
    }
  ],
  "logging_steps": 500,
  "max_steps": 12535,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.310011259092992e+16,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}