File size: 6,917 Bytes
06e71fe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
270
271
272
273
274
275
276
277
278
279
280
281
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.9935483870967743,
  "eval_steps": 500,
  "global_step": 348,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08602150537634409,
      "grad_norm": 0.4689747393131256,
      "learning_rate": 2.9938918800982563e-05,
      "loss": 0.0829,
      "step": 10
    },
    {
      "epoch": 0.17204301075268819,
      "grad_norm": 0.31903743743896484,
      "learning_rate": 2.975617265898004e-05,
      "loss": 0.073,
      "step": 20
    },
    {
      "epoch": 0.25806451612903225,
      "grad_norm": 0.3387955129146576,
      "learning_rate": 2.9453249887788343e-05,
      "loss": 0.068,
      "step": 30
    },
    {
      "epoch": 0.34408602150537637,
      "grad_norm": 0.33919498324394226,
      "learning_rate": 2.9032617538884018e-05,
      "loss": 0.0603,
      "step": 40
    },
    {
      "epoch": 0.43010752688172044,
      "grad_norm": 0.33728891611099243,
      "learning_rate": 2.84977013093626e-05,
      "loss": 0.0617,
      "step": 50
    },
    {
      "epoch": 0.5161290322580645,
      "grad_norm": 0.30449143052101135,
      "learning_rate": 2.7852857642513838e-05,
      "loss": 0.0617,
      "step": 60
    },
    {
      "epoch": 0.6021505376344086,
      "grad_norm": 0.3293665945529938,
      "learning_rate": 2.7103338248251055e-05,
      "loss": 0.0587,
      "step": 70
    },
    {
      "epoch": 0.6881720430107527,
      "grad_norm": 0.4717239737510681,
      "learning_rate": 2.6255247332346036e-05,
      "loss": 0.0555,
      "step": 80
    },
    {
      "epoch": 0.7741935483870968,
      "grad_norm": 0.4681776463985443,
      "learning_rate": 2.531549188280135e-05,
      "loss": 0.0538,
      "step": 90
    },
    {
      "epoch": 0.8602150537634409,
      "grad_norm": 0.33837395906448364,
      "learning_rate": 2.4291725418235848e-05,
      "loss": 0.0466,
      "step": 100
    },
    {
      "epoch": 0.946236559139785,
      "grad_norm": 0.3245820999145508,
      "learning_rate": 2.3192285656405456e-05,
      "loss": 0.0457,
      "step": 110
    },
    {
      "epoch": 1.032258064516129,
      "grad_norm": 0.34947386384010315,
      "learning_rate": 2.2026126610496852e-05,
      "loss": 0.0491,
      "step": 120
    },
    {
      "epoch": 1.118279569892473,
      "grad_norm": 0.359684020280838,
      "learning_rate": 2.0802745666212592e-05,
      "loss": 0.0421,
      "step": 130
    },
    {
      "epoch": 1.2043010752688172,
      "grad_norm": 0.3907443583011627,
      "learning_rate": 1.953210623354359e-05,
      "loss": 0.0429,
      "step": 140
    },
    {
      "epoch": 1.2903225806451613,
      "grad_norm": 0.40398046374320984,
      "learning_rate": 1.8224556603165363e-05,
      "loss": 0.0448,
      "step": 150
    },
    {
      "epoch": 1.3763440860215055,
      "grad_norm": 0.40687504410743713,
      "learning_rate": 1.689074566830434e-05,
      "loss": 0.0439,
      "step": 160
    },
    {
      "epoch": 1.4623655913978495,
      "grad_norm": 0.7241388559341431,
      "learning_rate": 1.5541536198449044e-05,
      "loss": 0.0432,
      "step": 170
    },
    {
      "epoch": 1.5483870967741935,
      "grad_norm": 0.3367048501968384,
      "learning_rate": 1.4187916371218739e-05,
      "loss": 0.0384,
      "step": 180
    },
    {
      "epoch": 1.6344086021505375,
      "grad_norm": 0.27823126316070557,
      "learning_rate": 1.2840910282888211e-05,
      "loss": 0.0415,
      "step": 190
    },
    {
      "epoch": 1.7204301075268817,
      "grad_norm": 0.3167360723018646,
      "learning_rate": 1.1511488166385349e-05,
      "loss": 0.0419,
      "step": 200
    },
    {
      "epoch": 1.8064516129032258,
      "grad_norm": 0.3927469849586487,
      "learning_rate": 1.0210477047960303e-05,
      "loss": 0.0431,
      "step": 210
    },
    {
      "epoch": 1.89247311827957,
      "grad_norm": 0.3293432891368866,
      "learning_rate": 8.948472570152874e-06,
      "loss": 0.0389,
      "step": 220
    },
    {
      "epoch": 1.978494623655914,
      "grad_norm": 0.4683464765548706,
      "learning_rate": 7.735752699185711e-06,
      "loss": 0.0422,
      "step": 230
    },
    {
      "epoch": 2.064516129032258,
      "grad_norm": 0.33360326290130615,
      "learning_rate": 6.582194019564266e-06,
      "loss": 0.0337,
      "step": 240
    },
    {
      "epoch": 2.150537634408602,
      "grad_norm": 0.4784548878669739,
      "learning_rate": 5.497191297593647e-06,
      "loss": 0.0354,
      "step": 250
    },
    {
      "epoch": 2.236559139784946,
      "grad_norm": 0.442839652299881,
      "learning_rate": 4.4895809688998655e-06,
      "loss": 0.0375,
      "step": 260
    },
    {
      "epoch": 2.3225806451612905,
      "grad_norm": 0.3498876690864563,
      "learning_rate": 3.567569173085455e-06,
      "loss": 0.0296,
      "step": 270
    },
    {
      "epoch": 2.4086021505376345,
      "grad_norm": 0.6078402400016785,
      "learning_rate": 2.7386649216166233e-06,
      "loss": 0.0326,
      "step": 280
    },
    {
      "epoch": 2.4946236559139785,
      "grad_norm": 0.5483068227767944,
      "learning_rate": 2.0096189432334194e-06,
      "loss": 0.037,
      "step": 290
    },
    {
      "epoch": 2.5806451612903225,
      "grad_norm": 0.29595789313316345,
      "learning_rate": 1.3863687049356465e-06,
      "loss": 0.0344,
      "step": 300
    },
    {
      "epoch": 2.6666666666666665,
      "grad_norm": 0.3882715702056885,
      "learning_rate": 8.7399005630238e-07,
      "loss": 0.0382,
      "step": 310
    },
    {
      "epoch": 2.752688172043011,
      "grad_norm": 0.3592262864112854,
      "learning_rate": 4.766558909615504e-07,
      "loss": 0.0332,
      "step": 320
    },
    {
      "epoch": 2.838709677419355,
      "grad_norm": 0.42720264196395874,
      "learning_rate": 1.9760216187710788e-07,
      "loss": 0.0369,
      "step": 330
    },
    {
      "epoch": 2.924731182795699,
      "grad_norm": 0.34159648418426514,
      "learning_rate": 3.910152723075322e-08,
      "loss": 0.0361,
      "step": 340
    },
    {
      "epoch": 2.9935483870967743,
      "step": 348,
      "total_flos": 2.344956384116736e+17,
      "train_loss": 0.045667905531737996,
      "train_runtime": 1808.5239,
      "train_samples_per_second": 6.164,
      "train_steps_per_second": 0.192
    }
  ],
  "logging_steps": 10,
  "max_steps": 348,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 1000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 2.344956384116736e+17,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}