File size: 6,212 Bytes
2a81b46
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
247
248
249
250
251
252
253
254
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 309,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.032362459546925564,
      "grad_norm": 3.9182918071746826,
      "learning_rate": 5.806451612903226e-06,
      "loss": 0.5978,
      "step": 10
    },
    {
      "epoch": 0.06472491909385113,
      "grad_norm": 1.83750581741333,
      "learning_rate": 1.2258064516129034e-05,
      "loss": 0.2269,
      "step": 20
    },
    {
      "epoch": 0.0970873786407767,
      "grad_norm": 1.252933382987976,
      "learning_rate": 1.870967741935484e-05,
      "loss": 0.1207,
      "step": 30
    },
    {
      "epoch": 0.12944983818770225,
      "grad_norm": 0.8644864559173584,
      "learning_rate": 1.9959162014075553e-05,
      "loss": 0.0954,
      "step": 40
    },
    {
      "epoch": 0.16181229773462782,
      "grad_norm": 0.6043422222137451,
      "learning_rate": 1.9793829188147406e-05,
      "loss": 0.079,
      "step": 50
    },
    {
      "epoch": 0.1941747572815534,
      "grad_norm": 0.6312791705131531,
      "learning_rate": 1.9503556665478066e-05,
      "loss": 0.0817,
      "step": 60
    },
    {
      "epoch": 0.22653721682847897,
      "grad_norm": 0.6279880404472351,
      "learning_rate": 1.9092047447238775e-05,
      "loss": 0.0634,
      "step": 70
    },
    {
      "epoch": 0.2588996763754045,
      "grad_norm": 0.5388246178627014,
      "learning_rate": 1.856455114887056e-05,
      "loss": 0.059,
      "step": 80
    },
    {
      "epoch": 0.2912621359223301,
      "grad_norm": 0.46116387844085693,
      "learning_rate": 1.792779703083777e-05,
      "loss": 0.066,
      "step": 90
    },
    {
      "epoch": 0.32362459546925565,
      "grad_norm": 0.5152782201766968,
      "learning_rate": 1.7189908153577473e-05,
      "loss": 0.0594,
      "step": 100
    },
    {
      "epoch": 0.3559870550161812,
      "grad_norm": 0.569451630115509,
      "learning_rate": 1.636029775176862e-05,
      "loss": 0.0589,
      "step": 110
    },
    {
      "epoch": 0.3883495145631068,
      "grad_norm": 0.4153822362422943,
      "learning_rate": 1.544954914987238e-05,
      "loss": 0.0569,
      "step": 120
    },
    {
      "epoch": 0.42071197411003236,
      "grad_norm": 0.3604895770549774,
      "learning_rate": 1.4469280750858854e-05,
      "loss": 0.0528,
      "step": 130
    },
    {
      "epoch": 0.45307443365695793,
      "grad_norm": 0.380843847990036,
      "learning_rate": 1.3431997820456592e-05,
      "loss": 0.0488,
      "step": 140
    },
    {
      "epoch": 0.4854368932038835,
      "grad_norm": 0.38833051919937134,
      "learning_rate": 1.2350932957710322e-05,
      "loss": 0.047,
      "step": 150
    },
    {
      "epoch": 0.517799352750809,
      "grad_norm": 0.4645017683506012,
      "learning_rate": 1.1239877286961123e-05,
      "loss": 0.0457,
      "step": 160
    },
    {
      "epoch": 0.5501618122977346,
      "grad_norm": 0.3448844850063324,
      "learning_rate": 1.01130045247298e-05,
      "loss": 0.0499,
      "step": 170
    },
    {
      "epoch": 0.5825242718446602,
      "grad_norm": 0.47179466485977173,
      "learning_rate": 8.98469016587892e-06,
      "loss": 0.0439,
      "step": 180
    },
    {
      "epoch": 0.6148867313915858,
      "grad_norm": 0.3800075352191925,
      "learning_rate": 7.869328095692313e-06,
      "loss": 0.0429,
      "step": 190
    },
    {
      "epoch": 0.6472491909385113,
      "grad_norm": 0.361077219247818,
      "learning_rate": 6.781146967348283e-06,
      "loss": 0.0429,
      "step": 200
    },
    {
      "epoch": 0.6796116504854369,
      "grad_norm": 0.3779850900173187,
      "learning_rate": 5.7340286872557515e-06,
      "loss": 0.0368,
      "step": 210
    },
    {
      "epoch": 0.7119741100323624,
      "grad_norm": 0.2989918887615204,
      "learning_rate": 4.7413313238324556e-06,
      "loss": 0.0422,
      "step": 220
    },
    {
      "epoch": 0.7443365695792881,
      "grad_norm": 0.34742051362991333,
      "learning_rate": 3.815718698874672e-06,
      "loss": 0.0425,
      "step": 230
    },
    {
      "epoch": 0.7766990291262136,
      "grad_norm": 0.3241797685623169,
      "learning_rate": 2.9689988354181742e-06,
      "loss": 0.0383,
      "step": 240
    },
    {
      "epoch": 0.8090614886731392,
      "grad_norm": 0.3083023428916931,
      "learning_rate": 2.211973323008041e-06,
      "loss": 0.0424,
      "step": 250
    },
    {
      "epoch": 0.8414239482200647,
      "grad_norm": 0.4297429621219635,
      "learning_rate": 1.5542995220217961e-06,
      "loss": 0.042,
      "step": 260
    },
    {
      "epoch": 0.8737864077669902,
      "grad_norm": 0.3360403776168823,
      "learning_rate": 1.0043673649027519e-06,
      "loss": 0.0382,
      "step": 270
    },
    {
      "epoch": 0.9061488673139159,
      "grad_norm": 0.25952842831611633,
      "learning_rate": 5.691923259479093e-07,
      "loss": 0.038,
      "step": 280
    },
    {
      "epoch": 0.9385113268608414,
      "grad_norm": 0.2979937493801117,
      "learning_rate": 2.5432592503288e-07,
      "loss": 0.0386,
      "step": 290
    },
    {
      "epoch": 0.970873786407767,
      "grad_norm": 0.3307276666164398,
      "learning_rate": 6.378490697611761e-08,
      "loss": 0.0407,
      "step": 300
    },
    {
      "epoch": 1.0,
      "step": 309,
      "total_flos": 3.151751154761728e+17,
      "train_loss": 0.07644283028868024,
      "train_runtime": 2094.5752,
      "train_samples_per_second": 4.72,
      "train_steps_per_second": 0.148
    }
  ],
  "logging_steps": 10,
  "max_steps": 309,
  "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": 3.151751154761728e+17,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}