File size: 4,679 Bytes
1efaf4d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 250,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "grad_norm": 3.27207350730896,
      "learning_rate": 4.980286753286195e-05,
      "loss": 1.3192,
      "step": 10
    },
    {
      "epoch": 0.16,
      "grad_norm": 2.096735954284668,
      "learning_rate": 4.9214579028215776e-05,
      "loss": 1.2281,
      "step": 20
    },
    {
      "epoch": 0.24,
      "grad_norm": 2.3264734745025635,
      "learning_rate": 4.8244412147206284e-05,
      "loss": 1.1693,
      "step": 30
    },
    {
      "epoch": 0.32,
      "grad_norm": 2.9271645545959473,
      "learning_rate": 4.690766700109659e-05,
      "loss": 1.1378,
      "step": 40
    },
    {
      "epoch": 0.4,
      "grad_norm": 2.3592920303344727,
      "learning_rate": 4.522542485937369e-05,
      "loss": 1.1255,
      "step": 50
    },
    {
      "epoch": 0.48,
      "grad_norm": 2.8506274223327637,
      "learning_rate": 4.3224215685535294e-05,
      "loss": 1.077,
      "step": 60
    },
    {
      "epoch": 0.56,
      "grad_norm": 3.32490873336792,
      "learning_rate": 4.093559974371725e-05,
      "loss": 1.1089,
      "step": 70
    },
    {
      "epoch": 0.64,
      "grad_norm": 2.3261430263519287,
      "learning_rate": 3.8395669874474915e-05,
      "loss": 1.0634,
      "step": 80
    },
    {
      "epoch": 0.72,
      "grad_norm": 2.7234225273132324,
      "learning_rate": 3.564448228912682e-05,
      "loss": 1.0618,
      "step": 90
    },
    {
      "epoch": 0.8,
      "grad_norm": 2.270724296569824,
      "learning_rate": 3.302359024518024e-05,
      "loss": 1.0099,
      "step": 100
    },
    {
      "epoch": 0.88,
      "grad_norm": 2.833041191101074,
      "learning_rate": 2.9992749512860173e-05,
      "loss": 1.0095,
      "step": 110
    },
    {
      "epoch": 0.96,
      "grad_norm": 4.331037998199463,
      "learning_rate": 2.6883170138198323e-05,
      "loss": 1.0568,
      "step": 120
    },
    {
      "epoch": 1.04,
      "grad_norm": 2.0229177474975586,
      "learning_rate": 2.3743892045505764e-05,
      "loss": 0.939,
      "step": 130
    },
    {
      "epoch": 1.12,
      "grad_norm": 2.161649227142334,
      "learning_rate": 2.0624423525618098e-05,
      "loss": 0.8439,
      "step": 140
    },
    {
      "epoch": 1.2,
      "grad_norm": 2.71807861328125,
      "learning_rate": 1.7573960460574133e-05,
      "loss": 0.8464,
      "step": 150
    },
    {
      "epoch": 1.28,
      "grad_norm": 2.480152130126953,
      "learning_rate": 1.4640610475167898e-05,
      "loss": 0.8446,
      "step": 160
    },
    {
      "epoch": 1.36,
      "grad_norm": 2.507754325866699,
      "learning_rate": 1.1870634250967605e-05,
      "loss": 0.8545,
      "step": 170
    },
    {
      "epoch": 1.44,
      "grad_norm": 2.9544825553894043,
      "learning_rate": 9.553509672741645e-06,
      "loss": 0.8518,
      "step": 180
    },
    {
      "epoch": 1.52,
      "grad_norm": 2.6840856075286865,
      "learning_rate": 7.211608069767867e-06,
      "loss": 0.8015,
      "step": 190
    },
    {
      "epoch": 1.6,
      "grad_norm": 2.7335338592529297,
      "learning_rate": 5.150240033804116e-06,
      "loss": 0.8429,
      "step": 200
    },
    {
      "epoch": 1.68,
      "grad_norm": 2.8081326484680176,
      "learning_rate": 3.4019145701791184e-06,
      "loss": 0.8786,
      "step": 210
    },
    {
      "epoch": 1.76,
      "grad_norm": 2.5944387912750244,
      "learning_rate": 1.9942038158532407e-06,
      "loss": 0.8469,
      "step": 220
    },
    {
      "epoch": 1.84,
      "grad_norm": 2.7935092449188232,
      "learning_rate": 9.493082103478517e-07,
      "loss": 0.8525,
      "step": 230
    },
    {
      "epoch": 1.92,
      "grad_norm": 3.1116323471069336,
      "learning_rate": 2.8370638155215123e-07,
      "loss": 0.8663,
      "step": 240
    },
    {
      "epoch": 2.0,
      "grad_norm": 2.7518155574798584,
      "learning_rate": 7.895267917501504e-09,
      "loss": 0.8084,
      "step": 250
    },
    {
      "epoch": 2.0,
      "step": 250,
      "total_flos": 1.752671732105216e+17,
      "train_loss": 0.9777891387939454,
      "train_runtime": 5812.3304,
      "train_samples_per_second": 0.688,
      "train_steps_per_second": 0.043
    }
  ],
  "logging_steps": 10,
  "max_steps": 250,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 1000,
  "total_flos": 1.752671732105216e+17,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}