File size: 4,985 Bytes
771ac47
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.7543859649122808,
  "eval_steps": 100,
  "global_step": 500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08771929824561403,
      "grad_norm": 23.971385955810547,
      "learning_rate": 4.9947570655942796e-05,
      "loss": 2.8211,
      "step": 25
    },
    {
      "epoch": 0.17543859649122806,
      "grad_norm": 5.184176921844482,
      "learning_rate": 4.936026311617316e-05,
      "loss": 2.673,
      "step": 50
    },
    {
      "epoch": 0.2631578947368421,
      "grad_norm": 13.108516693115234,
      "learning_rate": 4.813553074106761e-05,
      "loss": 2.5574,
      "step": 75
    },
    {
      "epoch": 0.3508771929824561,
      "grad_norm": 4.182127952575684,
      "learning_rate": 4.630542059139924e-05,
      "loss": 2.495,
      "step": 100
    },
    {
      "epoch": 0.3508771929824561,
      "eval_loss": 2.434575319290161,
      "eval_runtime": 43.2291,
      "eval_samples_per_second": 13.024,
      "eval_steps_per_second": 1.642,
      "step": 100
    },
    {
      "epoch": 0.43859649122807015,
      "grad_norm": 3.291740894317627,
      "learning_rate": 4.391782039544238e-05,
      "loss": 2.5136,
      "step": 125
    },
    {
      "epoch": 0.5263157894736842,
      "grad_norm": 6.727398872375488,
      "learning_rate": 4.10352054907785e-05,
      "loss": 2.6616,
      "step": 150
    },
    {
      "epoch": 0.6140350877192983,
      "grad_norm": 21.510730743408203,
      "learning_rate": 3.773300405821908e-05,
      "loss": 2.5945,
      "step": 175
    },
    {
      "epoch": 0.7017543859649122,
      "grad_norm": 4.637833595275879,
      "learning_rate": 3.409762342408719e-05,
      "loss": 2.6287,
      "step": 200
    },
    {
      "epoch": 0.7017543859649122,
      "eval_loss": 2.5877649784088135,
      "eval_runtime": 43.2273,
      "eval_samples_per_second": 13.024,
      "eval_steps_per_second": 1.642,
      "step": 200
    },
    {
      "epoch": 0.7894736842105263,
      "grad_norm": 3.1285316944122314,
      "learning_rate": 3.0224189075781884e-05,
      "loss": 2.5298,
      "step": 225
    },
    {
      "epoch": 0.8771929824561403,
      "grad_norm": 4.8442487716674805,
      "learning_rate": 2.621405555286121e-05,
      "loss": 2.4645,
      "step": 250
    },
    {
      "epoch": 0.9649122807017544,
      "grad_norm": 2.832021474838257,
      "learning_rate": 2.2172154345117894e-05,
      "loss": 2.301,
      "step": 275
    },
    {
      "epoch": 1.0526315789473684,
      "grad_norm": 4.368851184844971,
      "learning_rate": 1.820424819409143e-05,
      "loss": 1.7355,
      "step": 300
    },
    {
      "epoch": 1.0526315789473684,
      "eval_loss": 2.33687424659729,
      "eval_runtime": 43.1906,
      "eval_samples_per_second": 13.035,
      "eval_steps_per_second": 1.644,
      "step": 300
    },
    {
      "epoch": 1.1403508771929824,
      "grad_norm": 3.0351405143737793,
      "learning_rate": 1.4414163643562755e-05,
      "loss": 1.4118,
      "step": 325
    },
    {
      "epoch": 1.2280701754385965,
      "grad_norm": 2.7601630687713623,
      "learning_rate": 1.0901074253727336e-05,
      "loss": 1.5392,
      "step": 350
    },
    {
      "epoch": 1.3157894736842106,
      "grad_norm": 2.810555934906006,
      "learning_rate": 7.756905568047393e-06,
      "loss": 1.4519,
      "step": 375
    },
    {
      "epoch": 1.4035087719298245,
      "grad_norm": 2.534160614013672,
      "learning_rate": 5.063929735931985e-06,
      "loss": 1.6403,
      "step": 400
    },
    {
      "epoch": 1.4035087719298245,
      "eval_loss": 2.3016788959503174,
      "eval_runtime": 43.3472,
      "eval_samples_per_second": 12.988,
      "eval_steps_per_second": 1.638,
      "step": 400
    },
    {
      "epoch": 1.4912280701754386,
      "grad_norm": 2.371621608734131,
      "learning_rate": 2.892612731749414e-06,
      "loss": 1.4072,
      "step": 425
    },
    {
      "epoch": 1.5789473684210527,
      "grad_norm": 6.394142150878906,
      "learning_rate": 1.2997705010932393e-06,
      "loss": 1.3413,
      "step": 450
    },
    {
      "epoch": 1.6666666666666665,
      "grad_norm": 2.48482084274292,
      "learning_rate": 3.270822816527325e-07,
      "loss": 1.389,
      "step": 475
    },
    {
      "epoch": 1.7543859649122808,
      "grad_norm": 2.898869514465332,
      "learning_rate": 0.0,
      "loss": 1.4254,
      "step": 500
    },
    {
      "epoch": 1.7543859649122808,
      "eval_loss": 2.2643489837646484,
      "eval_runtime": 43.1959,
      "eval_samples_per_second": 13.034,
      "eval_steps_per_second": 1.644,
      "step": 500
    }
  ],
  "logging_steps": 25,
  "max_steps": 500,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 250,
  "total_flos": 4.61102588624896e+16,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}