File size: 3,681 Bytes
c831e1d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 11.148272017837236,
  "eval_steps": 500,
  "global_step": 10000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.56,
      "grad_norm": 4.136017322540283,
      "learning_rate": 4.75e-05,
      "loss": 1.4862,
      "step": 500
    },
    {
      "epoch": 1.11,
      "grad_norm": 3.5059304237365723,
      "learning_rate": 4.5e-05,
      "loss": 1.2182,
      "step": 1000
    },
    {
      "epoch": 1.67,
      "grad_norm": 3.1735312938690186,
      "learning_rate": 4.25e-05,
      "loss": 1.0549,
      "step": 1500
    },
    {
      "epoch": 2.23,
      "grad_norm": 3.1064469814300537,
      "learning_rate": 4e-05,
      "loss": 0.9527,
      "step": 2000
    },
    {
      "epoch": 2.79,
      "grad_norm": 2.8415098190307617,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.8717,
      "step": 2500
    },
    {
      "epoch": 3.34,
      "grad_norm": 2.4496607780456543,
      "learning_rate": 3.5e-05,
      "loss": 0.783,
      "step": 3000
    },
    {
      "epoch": 3.9,
      "grad_norm": 2.9042794704437256,
      "learning_rate": 3.2500000000000004e-05,
      "loss": 0.7372,
      "step": 3500
    },
    {
      "epoch": 4.46,
      "grad_norm": 2.628190517425537,
      "learning_rate": 3e-05,
      "loss": 0.6509,
      "step": 4000
    },
    {
      "epoch": 5.02,
      "grad_norm": 2.9309325218200684,
      "learning_rate": 2.7500000000000004e-05,
      "loss": 0.6398,
      "step": 4500
    },
    {
      "epoch": 5.57,
      "grad_norm": 2.357445240020752,
      "learning_rate": 2.5e-05,
      "loss": 0.56,
      "step": 5000
    },
    {
      "epoch": 6.13,
      "grad_norm": 2.1420226097106934,
      "learning_rate": 2.25e-05,
      "loss": 0.5543,
      "step": 5500
    },
    {
      "epoch": 6.69,
      "grad_norm": 2.6394078731536865,
      "learning_rate": 2e-05,
      "loss": 0.5104,
      "step": 6000
    },
    {
      "epoch": 7.25,
      "grad_norm": 2.395305633544922,
      "learning_rate": 1.75e-05,
      "loss": 0.4832,
      "step": 6500
    },
    {
      "epoch": 7.8,
      "grad_norm": 2.048461675643921,
      "learning_rate": 1.5e-05,
      "loss": 0.4705,
      "step": 7000
    },
    {
      "epoch": 8.36,
      "grad_norm": 2.379493236541748,
      "learning_rate": 1.25e-05,
      "loss": 0.442,
      "step": 7500
    },
    {
      "epoch": 8.92,
      "grad_norm": 2.170802116394043,
      "learning_rate": 1e-05,
      "loss": 0.4264,
      "step": 8000
    },
    {
      "epoch": 9.48,
      "grad_norm": 2.277756690979004,
      "learning_rate": 7.5e-06,
      "loss": 0.405,
      "step": 8500
    },
    {
      "epoch": 10.03,
      "grad_norm": 2.3412973880767822,
      "learning_rate": 5e-06,
      "loss": 0.4069,
      "step": 9000
    },
    {
      "epoch": 10.59,
      "grad_norm": 2.220499038696289,
      "learning_rate": 2.5e-06,
      "loss": 0.3937,
      "step": 9500
    },
    {
      "epoch": 11.15,
      "grad_norm": 2.1124320030212402,
      "learning_rate": 0.0,
      "loss": 0.3872,
      "step": 10000
    },
    {
      "epoch": 11.15,
      "step": 10000,
      "total_flos": 5225840640000000.0,
      "train_loss": 0.6717062408447265,
      "train_runtime": 2130.1373,
      "train_samples_per_second": 4.695,
      "train_steps_per_second": 4.695
    }
  ],
  "logging_steps": 500,
  "max_steps": 10000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 12,
  "save_steps": 1000,
  "total_flos": 5225840640000000.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}