File size: 5,943 Bytes
8661df7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 145,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.034482758620689655,
      "grad_norm": 5.118941856424631,
      "learning_rate": 3.125e-05,
      "loss": 1.7914,
      "step": 5
    },
    {
      "epoch": 0.06896551724137931,
      "grad_norm": 2.9573423689762866,
      "learning_rate": 4.997634107543713e-05,
      "loss": 1.666,
      "step": 10
    },
    {
      "epoch": 0.10344827586206896,
      "grad_norm": 2.039420630897441,
      "learning_rate": 4.971074924974395e-05,
      "loss": 1.6124,
      "step": 15
    },
    {
      "epoch": 0.13793103448275862,
      "grad_norm": 2.1953763522509946,
      "learning_rate": 4.915349129238729e-05,
      "loss": 1.5929,
      "step": 20
    },
    {
      "epoch": 0.1724137931034483,
      "grad_norm": 2.049453928196352,
      "learning_rate": 4.8311884978689945e-05,
      "loss": 1.5655,
      "step": 25
    },
    {
      "epoch": 0.20689655172413793,
      "grad_norm": 1.7738134431283565,
      "learning_rate": 4.719698207710602e-05,
      "loss": 1.5665,
      "step": 30
    },
    {
      "epoch": 0.2413793103448276,
      "grad_norm": 1.7877365606373776,
      "learning_rate": 4.582342322009812e-05,
      "loss": 1.5434,
      "step": 35
    },
    {
      "epoch": 0.27586206896551724,
      "grad_norm": 1.6827790459654124,
      "learning_rate": 4.4209245646929606e-05,
      "loss": 1.5528,
      "step": 40
    },
    {
      "epoch": 0.3103448275862069,
      "grad_norm": 1.6193600867831015,
      "learning_rate": 4.2375646343046135e-05,
      "loss": 1.5286,
      "step": 45
    },
    {
      "epoch": 0.3448275862068966,
      "grad_norm": 1.6304628801910557,
      "learning_rate": 4.034670368644256e-05,
      "loss": 1.5466,
      "step": 50
    },
    {
      "epoch": 0.3793103448275862,
      "grad_norm": 1.5317716414980957,
      "learning_rate": 3.8149061256287007e-05,
      "loss": 1.5496,
      "step": 55
    },
    {
      "epoch": 0.41379310344827586,
      "grad_norm": 1.5527683273021031,
      "learning_rate": 3.581157795594989e-05,
      "loss": 1.4883,
      "step": 60
    },
    {
      "epoch": 0.4482758620689655,
      "grad_norm": 1.593847047843435,
      "learning_rate": 3.3364949044936924e-05,
      "loss": 1.5387,
      "step": 65
    },
    {
      "epoch": 0.4827586206896552,
      "grad_norm": 1.4396115722574465,
      "learning_rate": 3.084130305624209e-05,
      "loss": 1.511,
      "step": 70
    },
    {
      "epoch": 0.5172413793103449,
      "grad_norm": 1.6057921876869088,
      "learning_rate": 2.8273779892303337e-05,
      "loss": 1.4434,
      "step": 75
    },
    {
      "epoch": 0.5517241379310345,
      "grad_norm": 1.5280825241631029,
      "learning_rate": 2.5696095639901996e-05,
      "loss": 1.5058,
      "step": 80
    },
    {
      "epoch": 0.5862068965517241,
      "grad_norm": 1.5666909004892384,
      "learning_rate": 2.314209981875008e-05,
      "loss": 1.5186,
      "step": 85
    },
    {
      "epoch": 0.6206896551724138,
      "grad_norm": 1.4281308841157434,
      "learning_rate": 2.0645330877869e-05,
      "loss": 1.4822,
      "step": 90
    },
    {
      "epoch": 0.6551724137931034,
      "grad_norm": 1.3745413443273744,
      "learning_rate": 1.8238575776872595e-05,
      "loss": 1.4529,
      "step": 95
    },
    {
      "epoch": 0.6896551724137931,
      "grad_norm": 1.5081595406938955,
      "learning_rate": 1.5953439435625384e-05,
      "loss": 1.4762,
      "step": 100
    },
    {
      "epoch": 0.7241379310344828,
      "grad_norm": 1.3768197030526457,
      "learning_rate": 1.3819929706157959e-05,
      "loss": 1.4915,
      "step": 105
    },
    {
      "epoch": 0.7586206896551724,
      "grad_norm": 1.4228532169763397,
      "learning_rate": 1.1866063316886964e-05,
      "loss": 1.4761,
      "step": 110
    },
    {
      "epoch": 0.7931034482758621,
      "grad_norm": 1.3531199760661987,
      "learning_rate": 1.0117497963783762e-05,
      "loss": 1.4597,
      "step": 115
    },
    {
      "epoch": 0.8275862068965517,
      "grad_norm": 1.297275568713758,
      "learning_rate": 8.597195379780726e-06,
      "loss": 1.4838,
      "step": 120
    },
    {
      "epoch": 0.8620689655172413,
      "grad_norm": 1.2780573701142792,
      "learning_rate": 7.3251198069053465e-06,
      "loss": 1.4329,
      "step": 125
    },
    {
      "epoch": 0.896551724137931,
      "grad_norm": 1.3276253224901293,
      "learning_rate": 6.317975830732497e-06,
      "loss": 1.4417,
      "step": 130
    },
    {
      "epoch": 0.9310344827586207,
      "grad_norm": 1.2548059361443487,
      "learning_rate": 5.588989019848609e-06,
      "loss": 1.4287,
      "step": 135
    },
    {
      "epoch": 0.9655172413793104,
      "grad_norm": 1.2798168590694643,
      "learning_rate": 5.147732250916841e-06,
      "loss": 1.462,
      "step": 140
    },
    {
      "epoch": 1.0,
      "grad_norm": 1.2571681575699087,
      "learning_rate": 5e-06,
      "loss": 1.4216,
      "step": 145
    },
    {
      "epoch": 1.0,
      "step": 145,
      "total_flos": 4079631728640.0,
      "train_loss": 1.5182941075029044,
      "train_runtime": 127.2004,
      "train_samples_per_second": 72.728,
      "train_steps_per_second": 1.14
    }
  ],
  "logging_steps": 5,
  "max_steps": 145,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 4079631728640.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}