File size: 5,091 Bytes
5d48a1d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 10.0,
  "eval_steps": 500,
  "global_step": 70,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.14285714285714285,
      "grad_norm": 2.171875,
      "learning_rate": 2.857142857142857e-05,
      "loss": 3.0133,
      "step": 1
    },
    {
      "epoch": 0.7142857142857143,
      "grad_norm": 1.96875,
      "learning_rate": 0.00014285714285714287,
      "loss": 2.9598,
      "step": 5
    },
    {
      "epoch": 1.0,
      "eval_loss": 3.0818610191345215,
      "eval_runtime": 0.5063,
      "eval_samples_per_second": 19.752,
      "eval_steps_per_second": 1.975,
      "step": 7
    },
    {
      "epoch": 1.4285714285714286,
      "grad_norm": 1.4765625,
      "learning_rate": 0.00019888308262251285,
      "loss": 2.584,
      "step": 10
    },
    {
      "epoch": 2.0,
      "eval_loss": 2.779895067214966,
      "eval_runtime": 0.53,
      "eval_samples_per_second": 18.868,
      "eval_steps_per_second": 1.887,
      "step": 14
    },
    {
      "epoch": 2.142857142857143,
      "grad_norm": 1.2578125,
      "learning_rate": 0.00019214762118704076,
      "loss": 2.1727,
      "step": 15
    },
    {
      "epoch": 2.857142857142857,
      "grad_norm": 0.9609375,
      "learning_rate": 0.00017971325072229226,
      "loss": 1.8743,
      "step": 20
    },
    {
      "epoch": 3.0,
      "eval_loss": 2.6390492916107178,
      "eval_runtime": 0.5412,
      "eval_samples_per_second": 18.478,
      "eval_steps_per_second": 1.848,
      "step": 21
    },
    {
      "epoch": 3.571428571428571,
      "grad_norm": 0.609375,
      "learning_rate": 0.00016234898018587337,
      "loss": 1.6598,
      "step": 25
    },
    {
      "epoch": 4.0,
      "eval_loss": 2.6230721473693848,
      "eval_runtime": 0.5473,
      "eval_samples_per_second": 18.272,
      "eval_steps_per_second": 1.827,
      "step": 28
    },
    {
      "epoch": 4.285714285714286,
      "grad_norm": 0.455078125,
      "learning_rate": 0.00014112871031306119,
      "loss": 1.5423,
      "step": 30
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.5703125,
      "learning_rate": 0.00011736481776669306,
      "loss": 1.4458,
      "step": 35
    },
    {
      "epoch": 5.0,
      "eval_loss": 2.5861191749572754,
      "eval_runtime": 0.5498,
      "eval_samples_per_second": 18.188,
      "eval_steps_per_second": 1.819,
      "step": 35
    },
    {
      "epoch": 5.714285714285714,
      "grad_norm": 0.404296875,
      "learning_rate": 9.252699064135758e-05,
      "loss": 1.3889,
      "step": 40
    },
    {
      "epoch": 6.0,
      "eval_loss": 2.5646462440490723,
      "eval_runtime": 0.5474,
      "eval_samples_per_second": 18.269,
      "eval_steps_per_second": 1.827,
      "step": 42
    },
    {
      "epoch": 6.428571428571429,
      "grad_norm": 0.34765625,
      "learning_rate": 6.815133497483157e-05,
      "loss": 1.3527,
      "step": 45
    },
    {
      "epoch": 7.0,
      "eval_loss": 2.556933879852295,
      "eval_runtime": 0.5441,
      "eval_samples_per_second": 18.378,
      "eval_steps_per_second": 1.838,
      "step": 49
    },
    {
      "epoch": 7.142857142857143,
      "grad_norm": 0.345703125,
      "learning_rate": 4.574537361342407e-05,
      "loss": 1.3118,
      "step": 50
    },
    {
      "epoch": 7.857142857142857,
      "grad_norm": 0.44921875,
      "learning_rate": 2.669481281701739e-05,
      "loss": 1.2936,
      "step": 55
    },
    {
      "epoch": 8.0,
      "eval_loss": 2.5531744956970215,
      "eval_runtime": 0.5391,
      "eval_samples_per_second": 18.55,
      "eval_steps_per_second": 1.855,
      "step": 56
    },
    {
      "epoch": 8.571428571428571,
      "grad_norm": 0.32421875,
      "learning_rate": 1.2177842662977135e-05,
      "loss": 1.2855,
      "step": 60
    },
    {
      "epoch": 9.0,
      "eval_loss": 2.551410436630249,
      "eval_runtime": 0.5405,
      "eval_samples_per_second": 18.501,
      "eval_steps_per_second": 1.85,
      "step": 63
    },
    {
      "epoch": 9.285714285714286,
      "grad_norm": 0.244140625,
      "learning_rate": 3.092271377092215e-06,
      "loss": 1.2767,
      "step": 65
    },
    {
      "epoch": 10.0,
      "grad_norm": 0.2431640625,
      "learning_rate": 0.0,
      "loss": 1.2802,
      "step": 70
    },
    {
      "epoch": 10.0,
      "eval_loss": 2.5520482063293457,
      "eval_runtime": 0.5385,
      "eval_samples_per_second": 18.569,
      "eval_steps_per_second": 1.857,
      "step": 70
    },
    {
      "epoch": 10.0,
      "step": 70,
      "total_flos": 5.48215128588288e+16,
      "train_loss": 1.6741911002567835,
      "train_runtime": 247.913,
      "train_samples_per_second": 17.062,
      "train_steps_per_second": 0.282
    }
  ],
  "logging_steps": 5,
  "max_steps": 70,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 100,
  "total_flos": 5.48215128588288e+16,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}