File size: 5,497 Bytes
160bf60
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 1.7296979427337646,
  "best_model_checkpoint": "outputs/checkpoint-340",
  "epoch": 9.74910394265233,
  "eval_steps": 500,
  "global_step": 340,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.5734767025089605,
      "grad_norm": 0.8502072691917419,
      "learning_rate": 2.0000000000000003e-06,
      "loss": 2.925,
      "step": 20
    },
    {
      "epoch": 0.974910394265233,
      "eval_loss": 2.817981243133545,
      "eval_runtime": 11.5812,
      "eval_samples_per_second": 32.121,
      "eval_steps_per_second": 4.058,
      "step": 34
    },
    {
      "epoch": 1.146953405017921,
      "grad_norm": 0.916117787361145,
      "learning_rate": 4.000000000000001e-06,
      "loss": 2.8937,
      "step": 40
    },
    {
      "epoch": 1.7204301075268817,
      "grad_norm": 1.073569416999817,
      "learning_rate": 6e-06,
      "loss": 2.8277,
      "step": 60
    },
    {
      "epoch": 1.978494623655914,
      "eval_loss": 2.588735342025757,
      "eval_runtime": 11.5877,
      "eval_samples_per_second": 32.103,
      "eval_steps_per_second": 4.056,
      "step": 69
    },
    {
      "epoch": 2.293906810035842,
      "grad_norm": 1.3921942710876465,
      "learning_rate": 8.000000000000001e-06,
      "loss": 2.6548,
      "step": 80
    },
    {
      "epoch": 2.867383512544803,
      "grad_norm": 1.2179991006851196,
      "learning_rate": 1e-05,
      "loss": 2.2871,
      "step": 100
    },
    {
      "epoch": 2.982078853046595,
      "eval_loss": 1.9897719621658325,
      "eval_runtime": 11.5904,
      "eval_samples_per_second": 32.096,
      "eval_steps_per_second": 4.055,
      "step": 104
    },
    {
      "epoch": 3.4408602150537635,
      "grad_norm": 0.5500979423522949,
      "learning_rate": 9.829629131445342e-06,
      "loss": 2.0042,
      "step": 120
    },
    {
      "epoch": 3.985663082437276,
      "eval_loss": 1.8679059743881226,
      "eval_runtime": 11.5852,
      "eval_samples_per_second": 32.11,
      "eval_steps_per_second": 4.057,
      "step": 139
    },
    {
      "epoch": 4.014336917562724,
      "grad_norm": 0.46987271308898926,
      "learning_rate": 9.330127018922195e-06,
      "loss": 1.9362,
      "step": 140
    },
    {
      "epoch": 4.587813620071684,
      "grad_norm": 0.44649583101272583,
      "learning_rate": 8.535533905932739e-06,
      "loss": 1.891,
      "step": 160
    },
    {
      "epoch": 4.989247311827957,
      "eval_loss": 1.8080483675003052,
      "eval_runtime": 11.5897,
      "eval_samples_per_second": 32.097,
      "eval_steps_per_second": 4.055,
      "step": 174
    },
    {
      "epoch": 5.161290322580645,
      "grad_norm": 0.4501400589942932,
      "learning_rate": 7.500000000000001e-06,
      "loss": 1.8352,
      "step": 180
    },
    {
      "epoch": 5.734767025089606,
      "grad_norm": 0.44334864616394043,
      "learning_rate": 6.294095225512604e-06,
      "loss": 1.8157,
      "step": 200
    },
    {
      "epoch": 5.992831541218638,
      "eval_loss": 1.7702627182006836,
      "eval_runtime": 11.5903,
      "eval_samples_per_second": 32.096,
      "eval_steps_per_second": 4.055,
      "step": 209
    },
    {
      "epoch": 6.308243727598566,
      "grad_norm": 0.4709676504135132,
      "learning_rate": 5e-06,
      "loss": 1.769,
      "step": 220
    },
    {
      "epoch": 6.881720430107527,
      "grad_norm": 0.45132553577423096,
      "learning_rate": 3.705904774487396e-06,
      "loss": 1.7697,
      "step": 240
    },
    {
      "epoch": 6.996415770609319,
      "eval_loss": 1.7466135025024414,
      "eval_runtime": 11.5882,
      "eval_samples_per_second": 32.102,
      "eval_steps_per_second": 4.056,
      "step": 244
    },
    {
      "epoch": 7.455197132616488,
      "grad_norm": 0.4331286549568176,
      "learning_rate": 2.5000000000000015e-06,
      "loss": 1.7663,
      "step": 260
    },
    {
      "epoch": 8.0,
      "eval_loss": 1.7342184782028198,
      "eval_runtime": 11.5848,
      "eval_samples_per_second": 32.111,
      "eval_steps_per_second": 4.057,
      "step": 279
    },
    {
      "epoch": 8.028673835125447,
      "grad_norm": 0.3883987069129944,
      "learning_rate": 1.4644660940672628e-06,
      "loss": 1.7284,
      "step": 280
    },
    {
      "epoch": 8.602150537634408,
      "grad_norm": 0.47334837913513184,
      "learning_rate": 6.698729810778065e-07,
      "loss": 1.7424,
      "step": 300
    },
    {
      "epoch": 8.974910394265233,
      "eval_loss": 1.7301242351531982,
      "eval_runtime": 11.5834,
      "eval_samples_per_second": 32.115,
      "eval_steps_per_second": 4.058,
      "step": 313
    },
    {
      "epoch": 9.175627240143369,
      "grad_norm": 0.4274068772792816,
      "learning_rate": 1.7037086855465902e-07,
      "loss": 1.7497,
      "step": 320
    },
    {
      "epoch": 9.74910394265233,
      "grad_norm": 0.5189563632011414,
      "learning_rate": 0.0,
      "loss": 1.741,
      "step": 340
    },
    {
      "epoch": 9.74910394265233,
      "eval_loss": 1.7296979427337646,
      "eval_runtime": 11.5953,
      "eval_samples_per_second": 32.082,
      "eval_steps_per_second": 4.053,
      "step": 340
    }
  ],
  "logging_steps": 20,
  "max_steps": 340,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 1.796114208104448e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}