File size: 7,744 Bytes
94ce9e8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 6.014790468364832,
  "eval_steps": 200,
  "global_step": 3660,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.3286770747740345,
      "grad_norm": 0.4525283873081207,
      "learning_rate": 1.9879568983287468e-05,
      "loss": 2.0164,
      "step": 200
    },
    {
      "epoch": 0.3286770747740345,
      "eval_loss": 0.808789849281311,
      "eval_runtime": 648.6859,
      "eval_samples_per_second": 1.893,
      "eval_steps_per_second": 0.237,
      "step": 200
    },
    {
      "epoch": 0.657354149548069,
      "grad_norm": 0.48705440759658813,
      "learning_rate": 1.9466986959828063e-05,
      "loss": 1.1703,
      "step": 400
    },
    {
      "epoch": 0.657354149548069,
      "eval_loss": 0.7549917697906494,
      "eval_runtime": 645.5309,
      "eval_samples_per_second": 1.902,
      "eval_steps_per_second": 0.239,
      "step": 400
    },
    {
      "epoch": 0.9860312243221035,
      "grad_norm": 0.6883838176727295,
      "learning_rate": 1.877302694199442e-05,
      "loss": 1.0269,
      "step": 600
    },
    {
      "epoch": 0.9860312243221035,
      "eval_loss": 0.7438387870788574,
      "eval_runtime": 649.872,
      "eval_samples_per_second": 1.89,
      "eval_steps_per_second": 0.237,
      "step": 600
    },
    {
      "epoch": 1.314708299096138,
      "grad_norm": 0.5763583183288574,
      "learning_rate": 1.78183148246803e-05,
      "loss": 0.9723,
      "step": 800
    },
    {
      "epoch": 1.314708299096138,
      "eval_loss": 0.7379218935966492,
      "eval_runtime": 649.5248,
      "eval_samples_per_second": 1.891,
      "eval_steps_per_second": 0.237,
      "step": 800
    },
    {
      "epoch": 1.6433853738701725,
      "grad_norm": 0.5101306438446045,
      "learning_rate": 1.6631226582407954e-05,
      "loss": 0.9505,
      "step": 1000
    },
    {
      "epoch": 1.6433853738701725,
      "eval_loss": 0.7350366711616516,
      "eval_runtime": 650.1904,
      "eval_samples_per_second": 1.889,
      "eval_steps_per_second": 0.237,
      "step": 1000
    },
    {
      "epoch": 1.972062448644207,
      "grad_norm": 0.5611714124679565,
      "learning_rate": 1.524704487799008e-05,
      "loss": 0.9255,
      "step": 1200
    },
    {
      "epoch": 1.972062448644207,
      "eval_loss": 0.7326610684394836,
      "eval_runtime": 652.5211,
      "eval_samples_per_second": 1.882,
      "eval_steps_per_second": 0.236,
      "step": 1200
    },
    {
      "epoch": 2.3007395234182417,
      "grad_norm": 0.5886391401290894,
      "learning_rate": 1.3706910390450679e-05,
      "loss": 0.9188,
      "step": 1400
    },
    {
      "epoch": 2.3007395234182417,
      "eval_loss": 0.7313700914382935,
      "eval_runtime": 647.8807,
      "eval_samples_per_second": 1.895,
      "eval_steps_per_second": 0.238,
      "step": 1400
    },
    {
      "epoch": 2.629416598192276,
      "grad_norm": 0.5193888545036316,
      "learning_rate": 1.2056599030859367e-05,
      "loss": 0.9001,
      "step": 1600
    },
    {
      "epoch": 2.629416598192276,
      "eval_loss": 0.7305780053138733,
      "eval_runtime": 648.1334,
      "eval_samples_per_second": 1.895,
      "eval_steps_per_second": 0.238,
      "step": 1600
    },
    {
      "epoch": 2.9580936729663105,
      "grad_norm": 0.580741286277771,
      "learning_rate": 1.0345161389697083e-05,
      "loss": 0.8896,
      "step": 1800
    },
    {
      "epoch": 2.9580936729663105,
      "eval_loss": 0.7289234399795532,
      "eval_runtime": 648.6387,
      "eval_samples_per_second": 1.893,
      "eval_steps_per_second": 0.237,
      "step": 1800
    },
    {
      "epoch": 3.286770747740345,
      "grad_norm": 0.5864242911338806,
      "learning_rate": 8.62346485412832e-06,
      "loss": 0.8851,
      "step": 2000
    },
    {
      "epoch": 3.286770747740345,
      "eval_loss": 0.7283803224563599,
      "eval_runtime": 648.5025,
      "eval_samples_per_second": 1.894,
      "eval_steps_per_second": 0.237,
      "step": 2000
    },
    {
      "epoch": 3.61544782251438,
      "grad_norm": 0.8759085536003113,
      "learning_rate": 6.942681726402474e-06,
      "loss": 0.893,
      "step": 2200
    },
    {
      "epoch": 3.61544782251438,
      "eval_loss": 0.7277897596359253,
      "eval_runtime": 649.5645,
      "eval_samples_per_second": 1.89,
      "eval_steps_per_second": 0.237,
      "step": 2200
    },
    {
      "epoch": 3.944124897288414,
      "grad_norm": 0.6328697204589844,
      "learning_rate": 5.352768279562315e-06,
      "loss": 0.8713,
      "step": 2400
    },
    {
      "epoch": 3.944124897288414,
      "eval_loss": 0.7274895906448364,
      "eval_runtime": 648.0857,
      "eval_samples_per_second": 1.895,
      "eval_steps_per_second": 0.238,
      "step": 2400
    },
    {
      "epoch": 4.272801972062449,
      "grad_norm": 0.5513933300971985,
      "learning_rate": 3.900979955999271e-06,
      "loss": 0.8729,
      "step": 2600
    },
    {
      "epoch": 4.272801972062449,
      "eval_loss": 0.7273133993148804,
      "eval_runtime": 648.0021,
      "eval_samples_per_second": 1.895,
      "eval_steps_per_second": 0.238,
      "step": 2600
    },
    {
      "epoch": 4.6014790468364835,
      "grad_norm": 0.4977937638759613,
      "learning_rate": 2.6304668401566334e-06,
      "loss": 0.8796,
      "step": 2800
    },
    {
      "epoch": 4.6014790468364835,
      "eval_loss": 0.727094829082489,
      "eval_runtime": 650.7111,
      "eval_samples_per_second": 1.887,
      "eval_steps_per_second": 0.237,
      "step": 2800
    },
    {
      "epoch": 4.930156121610517,
      "grad_norm": 0.5514353513717651,
      "learning_rate": 1.5789911507718824e-06,
      "loss": 0.8674,
      "step": 3000
    },
    {
      "epoch": 4.930156121610517,
      "eval_loss": 0.7267969250679016,
      "eval_runtime": 647.9762,
      "eval_samples_per_second": 1.895,
      "eval_steps_per_second": 0.238,
      "step": 3000
    },
    {
      "epoch": 5.258833196384552,
      "grad_norm": 0.573556661605835,
      "learning_rate": 7.778048713818975e-07,
      "loss": 0.8716,
      "step": 3200
    },
    {
      "epoch": 5.258833196384552,
      "eval_loss": 0.7268173694610596,
      "eval_runtime": 646.5688,
      "eval_samples_per_second": 1.899,
      "eval_steps_per_second": 0.238,
      "step": 3200
    },
    {
      "epoch": 5.587510271158587,
      "grad_norm": 0.6027952432632446,
      "learning_rate": 2.507208781817638e-07,
      "loss": 0.8666,
      "step": 3400
    },
    {
      "epoch": 5.587510271158587,
      "eval_loss": 0.726804256439209,
      "eval_runtime": 646.8487,
      "eval_samples_per_second": 1.898,
      "eval_steps_per_second": 0.238,
      "step": 3400
    },
    {
      "epoch": 5.916187345932621,
      "grad_norm": 0.7252454161643982,
      "learning_rate": 1.340517319543877e-08,
      "loss": 0.8669,
      "step": 3600
    },
    {
      "epoch": 5.916187345932621,
      "eval_loss": 0.7267909049987793,
      "eval_runtime": 645.845,
      "eval_samples_per_second": 1.901,
      "eval_steps_per_second": 0.238,
      "step": 3600
    }
  ],
  "logging_steps": 200,
  "max_steps": 3660,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 5.222777133780173e+17,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}