File size: 8,970 Bytes
5bf57b6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.23255813953488372,
  "eval_steps": 9,
  "global_step": 100,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.002325581395348837,
      "eval_loss": 5.767578601837158,
      "eval_runtime": 10.4189,
      "eval_samples_per_second": 69.489,
      "eval_steps_per_second": 8.734,
      "step": 1
    },
    {
      "epoch": 0.0069767441860465115,
      "grad_norm": 0.7177151441574097,
      "learning_rate": 3e-05,
      "loss": 5.7725,
      "step": 3
    },
    {
      "epoch": 0.013953488372093023,
      "grad_norm": 0.6705913543701172,
      "learning_rate": 6e-05,
      "loss": 5.6508,
      "step": 6
    },
    {
      "epoch": 0.020930232558139535,
      "grad_norm": 0.9152357578277588,
      "learning_rate": 9e-05,
      "loss": 5.7661,
      "step": 9
    },
    {
      "epoch": 0.020930232558139535,
      "eval_loss": 5.740058898925781,
      "eval_runtime": 10.4015,
      "eval_samples_per_second": 69.605,
      "eval_steps_per_second": 8.749,
      "step": 9
    },
    {
      "epoch": 0.027906976744186046,
      "grad_norm": 0.8683664798736572,
      "learning_rate": 9.987820251299122e-05,
      "loss": 5.7731,
      "step": 12
    },
    {
      "epoch": 0.03488372093023256,
      "grad_norm": 1.1061254739761353,
      "learning_rate": 9.924038765061042e-05,
      "loss": 5.4242,
      "step": 15
    },
    {
      "epoch": 0.04186046511627907,
      "grad_norm": 0.99778813123703,
      "learning_rate": 9.806308479691595e-05,
      "loss": 5.2717,
      "step": 18
    },
    {
      "epoch": 0.04186046511627907,
      "eval_loss": 5.513608932495117,
      "eval_runtime": 10.4282,
      "eval_samples_per_second": 69.427,
      "eval_steps_per_second": 8.726,
      "step": 18
    },
    {
      "epoch": 0.04883720930232558,
      "grad_norm": 1.3651623725891113,
      "learning_rate": 9.635919272833938e-05,
      "loss": 5.5186,
      "step": 21
    },
    {
      "epoch": 0.05581395348837209,
      "grad_norm": 1.554046630859375,
      "learning_rate": 9.414737964294636e-05,
      "loss": 5.3002,
      "step": 24
    },
    {
      "epoch": 0.06279069767441861,
      "grad_norm": 1.4339934587478638,
      "learning_rate": 9.145187862775209e-05,
      "loss": 5.1694,
      "step": 27
    },
    {
      "epoch": 0.06279069767441861,
      "eval_loss": 5.061354637145996,
      "eval_runtime": 10.4152,
      "eval_samples_per_second": 69.514,
      "eval_steps_per_second": 8.737,
      "step": 27
    },
    {
      "epoch": 0.06976744186046512,
      "grad_norm": 1.417418360710144,
      "learning_rate": 8.83022221559489e-05,
      "loss": 4.9417,
      "step": 30
    },
    {
      "epoch": 0.07674418604651163,
      "grad_norm": 1.4718533754348755,
      "learning_rate": 8.473291852294987e-05,
      "loss": 4.5364,
      "step": 33
    },
    {
      "epoch": 0.08372093023255814,
      "grad_norm": 1.4996187686920166,
      "learning_rate": 8.07830737662829e-05,
      "loss": 4.6917,
      "step": 36
    },
    {
      "epoch": 0.08372093023255814,
      "eval_loss": 4.580844402313232,
      "eval_runtime": 10.4483,
      "eval_samples_per_second": 69.294,
      "eval_steps_per_second": 8.71,
      "step": 36
    },
    {
      "epoch": 0.09069767441860466,
      "grad_norm": 1.4007647037506104,
      "learning_rate": 7.649596321166024e-05,
      "loss": 4.4604,
      "step": 39
    },
    {
      "epoch": 0.09767441860465116,
      "grad_norm": 1.404478907585144,
      "learning_rate": 7.191855733945387e-05,
      "loss": 4.2265,
      "step": 42
    },
    {
      "epoch": 0.10465116279069768,
      "grad_norm": 1.4139697551727295,
      "learning_rate": 6.710100716628344e-05,
      "loss": 4.1217,
      "step": 45
    },
    {
      "epoch": 0.10465116279069768,
      "eval_loss": 4.179461479187012,
      "eval_runtime": 10.381,
      "eval_samples_per_second": 69.743,
      "eval_steps_per_second": 8.766,
      "step": 45
    },
    {
      "epoch": 0.11162790697674418,
      "grad_norm": 1.4293689727783203,
      "learning_rate": 6.209609477998338e-05,
      "loss": 3.9897,
      "step": 48
    },
    {
      "epoch": 0.1186046511627907,
      "grad_norm": 1.2574753761291504,
      "learning_rate": 5.695865504800327e-05,
      "loss": 4.0715,
      "step": 51
    },
    {
      "epoch": 0.12558139534883722,
      "grad_norm": 1.068290114402771,
      "learning_rate": 5.174497483512506e-05,
      "loss": 3.8083,
      "step": 54
    },
    {
      "epoch": 0.12558139534883722,
      "eval_loss": 3.9013290405273438,
      "eval_runtime": 10.3754,
      "eval_samples_per_second": 69.78,
      "eval_steps_per_second": 8.771,
      "step": 54
    },
    {
      "epoch": 0.1325581395348837,
      "grad_norm": 1.0287175178527832,
      "learning_rate": 4.6512176312793736e-05,
      "loss": 3.9619,
      "step": 57
    },
    {
      "epoch": 0.13953488372093023,
      "grad_norm": 1.1125946044921875,
      "learning_rate": 4.131759111665349e-05,
      "loss": 3.6843,
      "step": 60
    },
    {
      "epoch": 0.14651162790697675,
      "grad_norm": 0.8303821086883545,
      "learning_rate": 3.6218132209150045e-05,
      "loss": 3.6188,
      "step": 63
    },
    {
      "epoch": 0.14651162790697675,
      "eval_loss": 3.723705768585205,
      "eval_runtime": 10.3865,
      "eval_samples_per_second": 69.706,
      "eval_steps_per_second": 8.761,
      "step": 63
    },
    {
      "epoch": 0.15348837209302327,
      "grad_norm": 1.2538200616836548,
      "learning_rate": 3.12696703292044e-05,
      "loss": 3.5128,
      "step": 66
    },
    {
      "epoch": 0.16046511627906976,
      "grad_norm": 0.9986847639083862,
      "learning_rate": 2.6526421860705473e-05,
      "loss": 3.5111,
      "step": 69
    },
    {
      "epoch": 0.16744186046511628,
      "grad_norm": 1.1189088821411133,
      "learning_rate": 2.2040354826462668e-05,
      "loss": 3.654,
      "step": 72
    },
    {
      "epoch": 0.16744186046511628,
      "eval_loss": 3.6171345710754395,
      "eval_runtime": 10.3906,
      "eval_samples_per_second": 69.678,
      "eval_steps_per_second": 8.758,
      "step": 72
    },
    {
      "epoch": 0.1744186046511628,
      "grad_norm": 0.94745934009552,
      "learning_rate": 1.7860619515673033e-05,
      "loss": 3.7317,
      "step": 75
    },
    {
      "epoch": 0.1813953488372093,
      "grad_norm": 0.8033557534217834,
      "learning_rate": 1.4033009983067452e-05,
      "loss": 3.7478,
      "step": 78
    },
    {
      "epoch": 0.1883720930232558,
      "grad_norm": 0.942162036895752,
      "learning_rate": 1.0599462319663905e-05,
      "loss": 3.4858,
      "step": 81
    },
    {
      "epoch": 0.1883720930232558,
      "eval_loss": 3.5632054805755615,
      "eval_runtime": 10.3798,
      "eval_samples_per_second": 69.751,
      "eval_steps_per_second": 8.767,
      "step": 81
    },
    {
      "epoch": 0.19534883720930232,
      "grad_norm": 0.8051215410232544,
      "learning_rate": 7.597595192178702e-06,
      "loss": 3.3875,
      "step": 84
    },
    {
      "epoch": 0.20232558139534884,
      "grad_norm": 1.0949082374572754,
      "learning_rate": 5.060297685041659e-06,
      "loss": 3.6471,
      "step": 87
    },
    {
      "epoch": 0.20930232558139536,
      "grad_norm": 0.9996029138565063,
      "learning_rate": 3.0153689607045845e-06,
      "loss": 3.5462,
      "step": 90
    },
    {
      "epoch": 0.20930232558139536,
      "eval_loss": 3.5418734550476074,
      "eval_runtime": 10.3865,
      "eval_samples_per_second": 69.706,
      "eval_steps_per_second": 8.761,
      "step": 90
    },
    {
      "epoch": 0.21627906976744185,
      "grad_norm": 1.184890627861023,
      "learning_rate": 1.4852136862001764e-06,
      "loss": 3.6468,
      "step": 93
    },
    {
      "epoch": 0.22325581395348837,
      "grad_norm": 1.0085941553115845,
      "learning_rate": 4.865965629214819e-07,
      "loss": 3.5317,
      "step": 96
    },
    {
      "epoch": 0.2302325581395349,
      "grad_norm": 0.8848790526390076,
      "learning_rate": 3.04586490452119e-08,
      "loss": 3.4723,
      "step": 99
    },
    {
      "epoch": 0.2302325581395349,
      "eval_loss": 3.538015842437744,
      "eval_runtime": 10.3899,
      "eval_samples_per_second": 69.683,
      "eval_steps_per_second": 8.759,
      "step": 99
    }
  ],
  "logging_steps": 3,
  "max_steps": 100,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 9,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 6271342215168000.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}