File size: 6,573 Bytes
ca3b4a5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.362204724409449,
  "eval_steps": 100,
  "global_step": 300,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.07874015748031496,
      "grad_norm": 3.9880661873949093,
      "learning_rate": 2.564102564102564e-06,
      "loss": 0.8813,
      "step": 10
    },
    {
      "epoch": 0.15748031496062992,
      "grad_norm": 3.6693616620597256,
      "learning_rate": 5.128205128205128e-06,
      "loss": 0.6636,
      "step": 20
    },
    {
      "epoch": 0.23622047244094488,
      "grad_norm": 2.199540616164596,
      "learning_rate": 7.692307692307694e-06,
      "loss": 0.4772,
      "step": 30
    },
    {
      "epoch": 0.31496062992125984,
      "grad_norm": 1.967802188964899,
      "learning_rate": 9.999789047591563e-06,
      "loss": 0.416,
      "step": 40
    },
    {
      "epoch": 0.3937007874015748,
      "grad_norm": 1.9989660316683298,
      "learning_rate": 9.974496289936769e-06,
      "loss": 0.3917,
      "step": 50
    },
    {
      "epoch": 0.47244094488188976,
      "grad_norm": 2.0075383328381164,
      "learning_rate": 9.90725746626209e-06,
      "loss": 0.3851,
      "step": 60
    },
    {
      "epoch": 0.5511811023622047,
      "grad_norm": 1.8508299028417263,
      "learning_rate": 9.798639549376946e-06,
      "loss": 0.3912,
      "step": 70
    },
    {
      "epoch": 0.6299212598425197,
      "grad_norm": 2.02221509797565,
      "learning_rate": 9.64955842986544e-06,
      "loss": 0.3666,
      "step": 80
    },
    {
      "epoch": 0.7086614173228346,
      "grad_norm": 2.074540853778448,
      "learning_rate": 9.461271193091971e-06,
      "loss": 0.3573,
      "step": 90
    },
    {
      "epoch": 0.7874015748031497,
      "grad_norm": 1.7251665239071,
      "learning_rate": 9.23536551917611e-06,
      "loss": 0.367,
      "step": 100
    },
    {
      "epoch": 0.7874015748031497,
      "eval_loss": 0.35987070202827454,
      "eval_runtime": 44.8478,
      "eval_samples_per_second": 5.017,
      "eval_steps_per_second": 0.647,
      "step": 100
    },
    {
      "epoch": 0.8661417322834646,
      "grad_norm": 1.797771958721456,
      "learning_rate": 8.973746295318499e-06,
      "loss": 0.3645,
      "step": 110
    },
    {
      "epoch": 0.9448818897637795,
      "grad_norm": 1.8039826304958573,
      "learning_rate": 8.67861955336566e-06,
      "loss": 0.3521,
      "step": 120
    },
    {
      "epoch": 1.0236220472440944,
      "grad_norm": 4.883591010598164,
      "learning_rate": 8.352473868055746e-06,
      "loss": 0.3345,
      "step": 130
    },
    {
      "epoch": 1.1023622047244095,
      "grad_norm": 1.4568352538600138,
      "learning_rate": 7.998059372799409e-06,
      "loss": 0.2637,
      "step": 140
    },
    {
      "epoch": 1.1811023622047245,
      "grad_norm": 1.5145500701439651,
      "learning_rate": 7.61836456993939e-06,
      "loss": 0.2607,
      "step": 150
    },
    {
      "epoch": 1.2598425196850394,
      "grad_norm": 1.6758721014591884,
      "learning_rate": 7.2165911310299305e-06,
      "loss": 0.2653,
      "step": 160
    },
    {
      "epoch": 1.3385826771653544,
      "grad_norm": 1.4962522667578417,
      "learning_rate": 6.796126899625688e-06,
      "loss": 0.2614,
      "step": 170
    },
    {
      "epoch": 1.4173228346456692,
      "grad_norm": 1.662185871879351,
      "learning_rate": 6.360517324226676e-06,
      "loss": 0.2528,
      "step": 180
    },
    {
      "epoch": 1.4960629921259843,
      "grad_norm": 1.5992237972859082,
      "learning_rate": 5.913435562263036e-06,
      "loss": 0.2614,
      "step": 190
    },
    {
      "epoch": 1.574803149606299,
      "grad_norm": 1.6376215727810626,
      "learning_rate": 5.458651507209518e-06,
      "loss": 0.2476,
      "step": 200
    },
    {
      "epoch": 1.574803149606299,
      "eval_loss": 0.35231101512908936,
      "eval_runtime": 44.7548,
      "eval_samples_per_second": 5.027,
      "eval_steps_per_second": 0.648,
      "step": 200
    },
    {
      "epoch": 1.6535433070866141,
      "grad_norm": 1.5292608519655557,
      "learning_rate": 5e-06,
      "loss": 0.2528,
      "step": 210
    },
    {
      "epoch": 1.7322834645669292,
      "grad_norm": 1.5751478691748728,
      "learning_rate": 4.541348492790482e-06,
      "loss": 0.2432,
      "step": 220
    },
    {
      "epoch": 1.811023622047244,
      "grad_norm": 1.5142862198021734,
      "learning_rate": 4.0865644377369666e-06,
      "loss": 0.2498,
      "step": 230
    },
    {
      "epoch": 1.889763779527559,
      "grad_norm": 1.4779231579448862,
      "learning_rate": 3.639482675773324e-06,
      "loss": 0.2525,
      "step": 240
    },
    {
      "epoch": 1.968503937007874,
      "grad_norm": 1.4163589243219818,
      "learning_rate": 3.203873100374314e-06,
      "loss": 0.2503,
      "step": 250
    },
    {
      "epoch": 2.047244094488189,
      "grad_norm": 1.1803155886068133,
      "learning_rate": 2.783408868970071e-06,
      "loss": 0.1876,
      "step": 260
    },
    {
      "epoch": 2.1259842519685037,
      "grad_norm": 1.2574667771327577,
      "learning_rate": 2.381635430060611e-06,
      "loss": 0.1608,
      "step": 270
    },
    {
      "epoch": 2.204724409448819,
      "grad_norm": 1.3942256471439354,
      "learning_rate": 2.0019406272005913e-06,
      "loss": 0.1622,
      "step": 280
    },
    {
      "epoch": 2.283464566929134,
      "grad_norm": 1.1867880815644567,
      "learning_rate": 1.6475261319442553e-06,
      "loss": 0.1618,
      "step": 290
    },
    {
      "epoch": 2.362204724409449,
      "grad_norm": 1.2093026133477982,
      "learning_rate": 1.321380446634342e-06,
      "loss": 0.1736,
      "step": 300
    },
    {
      "epoch": 2.362204724409449,
      "eval_loss": 0.37573304772377014,
      "eval_runtime": 45.0097,
      "eval_samples_per_second": 4.999,
      "eval_steps_per_second": 0.644,
      "step": 300
    }
  ],
  "logging_steps": 10,
  "max_steps": 381,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 93586546753536.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}