File size: 5,283 Bytes
08c9e8c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
219
220
221
222
223
224
225
226
227
228
229
230
231
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.1755485893416928,
  "eval_steps": 50,
  "global_step": 750,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "learning_rate": 2.3869346733668342e-05,
      "loss": 0.7797,
      "step": 50
    },
    {
      "epoch": 0.08,
      "eval_loss": 0.2723180055618286,
      "eval_runtime": 135.6616,
      "eval_samples_per_second": 5.263,
      "eval_steps_per_second": 0.663,
      "step": 50
    },
    {
      "epoch": 0.16,
      "learning_rate": 2.2613065326633167e-05,
      "loss": 0.2457,
      "step": 100
    },
    {
      "epoch": 0.16,
      "eval_loss": 0.22004182636737823,
      "eval_runtime": 136.2348,
      "eval_samples_per_second": 5.241,
      "eval_steps_per_second": 0.661,
      "step": 100
    },
    {
      "epoch": 0.24,
      "learning_rate": 2.135678391959799e-05,
      "loss": 0.2088,
      "step": 150
    },
    {
      "epoch": 0.24,
      "eval_loss": 0.19266444444656372,
      "eval_runtime": 136.6465,
      "eval_samples_per_second": 5.225,
      "eval_steps_per_second": 0.659,
      "step": 150
    },
    {
      "epoch": 0.31,
      "learning_rate": 2.0100502512562815e-05,
      "loss": 0.1832,
      "step": 200
    },
    {
      "epoch": 0.31,
      "eval_loss": 0.17922177910804749,
      "eval_runtime": 136.7121,
      "eval_samples_per_second": 5.223,
      "eval_steps_per_second": 0.658,
      "step": 200
    },
    {
      "epoch": 0.39,
      "learning_rate": 1.884422110552764e-05,
      "loss": 0.1754,
      "step": 250
    },
    {
      "epoch": 0.39,
      "eval_loss": 0.17311859130859375,
      "eval_runtime": 136.3058,
      "eval_samples_per_second": 5.238,
      "eval_steps_per_second": 0.66,
      "step": 250
    },
    {
      "epoch": 0.47,
      "learning_rate": 1.7587939698492464e-05,
      "loss": 0.169,
      "step": 300
    },
    {
      "epoch": 0.47,
      "eval_loss": 0.16897280514240265,
      "eval_runtime": 136.923,
      "eval_samples_per_second": 5.215,
      "eval_steps_per_second": 0.657,
      "step": 300
    },
    {
      "epoch": 0.55,
      "learning_rate": 1.6331658291457288e-05,
      "loss": 0.166,
      "step": 350
    },
    {
      "epoch": 0.55,
      "eval_loss": 0.1663457602262497,
      "eval_runtime": 136.6033,
      "eval_samples_per_second": 5.227,
      "eval_steps_per_second": 0.659,
      "step": 350
    },
    {
      "epoch": 0.63,
      "learning_rate": 1.507537688442211e-05,
      "loss": 0.1682,
      "step": 400
    },
    {
      "epoch": 0.63,
      "eval_loss": 0.16482460498809814,
      "eval_runtime": 136.5801,
      "eval_samples_per_second": 5.228,
      "eval_steps_per_second": 0.659,
      "step": 400
    },
    {
      "epoch": 0.71,
      "learning_rate": 1.3819095477386935e-05,
      "loss": 0.1576,
      "step": 450
    },
    {
      "epoch": 0.71,
      "eval_loss": 0.16245244443416595,
      "eval_runtime": 136.7662,
      "eval_samples_per_second": 5.221,
      "eval_steps_per_second": 0.658,
      "step": 450
    },
    {
      "epoch": 0.78,
      "learning_rate": 1.2562814070351759e-05,
      "loss": 0.165,
      "step": 500
    },
    {
      "epoch": 0.78,
      "eval_loss": 0.16068558394908905,
      "eval_runtime": 136.6019,
      "eval_samples_per_second": 5.227,
      "eval_steps_per_second": 0.659,
      "step": 500
    },
    {
      "epoch": 0.86,
      "learning_rate": 1.1306532663316583e-05,
      "loss": 0.152,
      "step": 550
    },
    {
      "epoch": 0.86,
      "eval_loss": 0.15984833240509033,
      "eval_runtime": 136.8975,
      "eval_samples_per_second": 5.216,
      "eval_steps_per_second": 0.657,
      "step": 550
    },
    {
      "epoch": 0.94,
      "learning_rate": 1.0050251256281408e-05,
      "loss": 0.1563,
      "step": 600
    },
    {
      "epoch": 0.94,
      "eval_loss": 0.15865428745746613,
      "eval_runtime": 136.9521,
      "eval_samples_per_second": 5.214,
      "eval_steps_per_second": 0.657,
      "step": 600
    },
    {
      "epoch": 1.02,
      "learning_rate": 8.793969849246232e-06,
      "loss": 0.1477,
      "step": 650
    },
    {
      "epoch": 1.02,
      "eval_loss": 0.1577940434217453,
      "eval_runtime": 136.5669,
      "eval_samples_per_second": 5.228,
      "eval_steps_per_second": 0.659,
      "step": 650
    },
    {
      "epoch": 1.1,
      "learning_rate": 7.537688442211055e-06,
      "loss": 0.1491,
      "step": 700
    },
    {
      "epoch": 1.1,
      "eval_loss": 0.157754048705101,
      "eval_runtime": 136.107,
      "eval_samples_per_second": 5.246,
      "eval_steps_per_second": 0.661,
      "step": 700
    },
    {
      "epoch": 1.18,
      "learning_rate": 6.2814070351758795e-06,
      "loss": 0.1466,
      "step": 750
    },
    {
      "epoch": 1.18,
      "eval_loss": 0.1569654941558838,
      "eval_runtime": 137.1916,
      "eval_samples_per_second": 5.204,
      "eval_steps_per_second": 0.656,
      "step": 750
    }
  ],
  "logging_steps": 50,
  "max_steps": 1000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 50,
  "total_flos": 1.3143364725846835e+17,
  "trial_name": null,
  "trial_params": null
}