File size: 5,481 Bytes
5afee12
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 4,
  "global_step": 21,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.047619047619047616,
      "grad_norm": 19.672672271728516,
      "learning_rate": 0.0,
      "loss": 3.0009765625,
      "step": 1
    },
    {
      "epoch": 0.09523809523809523,
      "grad_norm": 3.495249032974243,
      "learning_rate": 1.6666666666666667e-05,
      "loss": 2.94921875,
      "step": 2
    },
    {
      "epoch": 0.14285714285714285,
      "grad_norm": 0.785777747631073,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 2.62127685546875,
      "step": 3
    },
    {
      "epoch": 0.19047619047619047,
      "grad_norm": 1.4822601079940796,
      "learning_rate": 5e-05,
      "loss": 3.09619140625,
      "step": 4
    },
    {
      "epoch": 0.23809523809523808,
      "grad_norm": 1.172309160232544,
      "learning_rate": 4.965817444277468e-05,
      "loss": 2.478271484375,
      "step": 5
    },
    {
      "epoch": 0.23809523809523808,
      "eval_loss": 2.8265380859375,
      "eval_runtime": 6.3944,
      "eval_samples_per_second": 0.626,
      "eval_steps_per_second": 0.156,
      "step": 5
    },
    {
      "epoch": 0.2857142857142857,
      "grad_norm": 1.0528908967971802,
      "learning_rate": 4.864308396768294e-05,
      "loss": 2.6767578125,
      "step": 6
    },
    {
      "epoch": 0.3333333333333333,
      "grad_norm": 2.0651323795318604,
      "learning_rate": 4.6985571585149876e-05,
      "loss": 2.90771484375,
      "step": 7
    },
    {
      "epoch": 0.38095238095238093,
      "grad_norm": 1.249152421951294,
      "learning_rate": 4.473599997017701e-05,
      "loss": 2.60498046875,
      "step": 8
    },
    {
      "epoch": 0.42857142857142855,
      "grad_norm": 0.9470052123069763,
      "learning_rate": 4.1962721217947135e-05,
      "loss": 1.57421875,
      "step": 9
    },
    {
      "epoch": 0.42857142857142855,
      "eval_loss": 2.736328125,
      "eval_runtime": 5.9877,
      "eval_samples_per_second": 0.668,
      "eval_steps_per_second": 0.167,
      "step": 9
    },
    {
      "epoch": 0.47619047619047616,
      "grad_norm": 1.259230136871338,
      "learning_rate": 3.875e-05,
      "loss": 2.66015625,
      "step": 10
    },
    {
      "epoch": 0.5238095238095238,
      "grad_norm": 10.03598690032959,
      "learning_rate": 3.519545322482755e-05,
      "loss": 2.697021484375,
      "step": 11
    },
    {
      "epoch": 0.5714285714285714,
      "grad_norm": 4.0796403884887695,
      "learning_rate": 3.140708399750594e-05,
      "loss": 2.570068359375,
      "step": 12
    },
    {
      "epoch": 0.6190476190476191,
      "grad_norm": 0.9835389256477356,
      "learning_rate": 2.7500000000000004e-05,
      "loss": 2.524658203125,
      "step": 13
    },
    {
      "epoch": 0.6190476190476191,
      "eval_loss": 2.6021728515625,
      "eval_runtime": 6.0027,
      "eval_samples_per_second": 0.666,
      "eval_steps_per_second": 0.167,
      "step": 13
    },
    {
      "epoch": 0.6666666666666666,
      "grad_norm": 56.96556091308594,
      "learning_rate": 2.359291600249407e-05,
      "loss": 2.89990234375,
      "step": 14
    },
    {
      "epoch": 0.7142857142857143,
      "grad_norm": 5.033456325531006,
      "learning_rate": 1.9804546775172457e-05,
      "loss": 2.611328125,
      "step": 15
    },
    {
      "epoch": 0.7619047619047619,
      "grad_norm": 2.694977045059204,
      "learning_rate": 1.6250000000000005e-05,
      "loss": 2.3192138671875,
      "step": 16
    },
    {
      "epoch": 0.8095238095238095,
      "grad_norm": 3.9417147636413574,
      "learning_rate": 1.3037278782052863e-05,
      "loss": 2.55517578125,
      "step": 17
    },
    {
      "epoch": 0.8095238095238095,
      "eval_loss": 2.5360107421875,
      "eval_runtime": 6.1985,
      "eval_samples_per_second": 0.645,
      "eval_steps_per_second": 0.161,
      "step": 17
    },
    {
      "epoch": 0.8571428571428571,
      "grad_norm": 4.908124923706055,
      "learning_rate": 1.0264000029822999e-05,
      "loss": 2.6435546875,
      "step": 18
    },
    {
      "epoch": 0.9047619047619048,
      "grad_norm": 6.779687881469727,
      "learning_rate": 8.01442841485013e-06,
      "loss": 2.009033203125,
      "step": 19
    },
    {
      "epoch": 0.9523809523809523,
      "grad_norm": 1.1810510158538818,
      "learning_rate": 6.356916032317063e-06,
      "loss": 2.4130859375,
      "step": 20
    },
    {
      "epoch": 1.0,
      "grad_norm": 1.2115916013717651,
      "learning_rate": 5.341825557225321e-06,
      "loss": 2.400390625,
      "step": 21
    },
    {
      "epoch": 1.0,
      "eval_loss": 2.504150390625,
      "eval_runtime": 5.9924,
      "eval_samples_per_second": 0.668,
      "eval_steps_per_second": 0.167,
      "step": 21
    }
  ],
  "logging_steps": 1.0,
  "max_steps": 21,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 0,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.1485673054168678e+17,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}