matthieulel commited on
Commit
5ee88f5
·
verified ·
1 Parent(s): 066b8f3

End of training

Browse files
Files changed (5) hide show
  1. README.md +8 -6
  2. all_results.json +13 -11
  3. eval_results.json +9 -6
  4. train_results.json +5 -6
  5. trainer_state.json +908 -1348
README.md CHANGED
@@ -2,6 +2,8 @@
2
  license: apache-2.0
3
  base_model: facebook/dinov2-small-imagenet1k-1-layer
4
  tags:
 
 
5
  - generated_from_trainer
6
  metrics:
7
  - accuracy
@@ -18,13 +20,13 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # dinov2-small-imagenet1k-1-layer-finetuned-galaxy10-decals
20
 
21
- This model is a fine-tuned version of [facebook/dinov2-small-imagenet1k-1-layer](https://huggingface.co/facebook/dinov2-small-imagenet1k-1-layer) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.5429
24
- - Accuracy: 0.8512
25
- - Precision: 0.8489
26
- - Recall: 0.8512
27
- - F1: 0.8495
28
 
29
  ## Model description
30
 
 
2
  license: apache-2.0
3
  base_model: facebook/dinov2-small-imagenet1k-1-layer
4
  tags:
5
+ - image-classification
6
+ - vision
7
  - generated_from_trainer
8
  metrics:
9
  - accuracy
 
20
 
21
  # dinov2-small-imagenet1k-1-layer-finetuned-galaxy10-decals
22
 
23
+ This model is a fine-tuned version of [facebook/dinov2-small-imagenet1k-1-layer](https://huggingface.co/facebook/dinov2-small-imagenet1k-1-layer) on the matthieulel/galaxy10_decals dataset.
24
  It achieves the following results on the evaluation set:
25
+ - Loss: 0.5373
26
+ - Accuracy: 0.8563
27
+ - Precision: 0.8536
28
+ - Recall: 0.8563
29
+ - F1: 0.8543
30
 
31
  ## Model description
32
 
all_results.json CHANGED
@@ -1,13 +1,15 @@
1
  {
2
- "epoch": 19.879759519038075,
3
- "eval_accuracy": 0.8714768883878241,
4
- "eval_loss": 0.42415910959243774,
5
- "eval_runtime": 16.3755,
6
- "eval_samples_per_second": 108.332,
7
- "eval_steps_per_second": 3.42,
8
- "total_flos": 8.259382470828884e+18,
9
- "train_loss": 0.5719680822664691,
10
- "train_runtime": 7149.119,
11
- "train_samples_per_second": 44.654,
12
- "train_steps_per_second": 0.347
 
 
13
  }
 
1
  {
2
+ "epoch": 29.76,
3
+ "eval_accuracy": 0.8562570462232244,
4
+ "eval_f1": 0.8543013145108364,
5
+ "eval_loss": 0.5373367667198181,
6
+ "eval_precision": 0.8535856101978109,
7
+ "eval_recall": 0.8562570462232244,
8
+ "eval_runtime": 9.4749,
9
+ "eval_samples_per_second": 187.232,
10
+ "eval_steps_per_second": 2.955,
11
+ "train_loss": 0.4955275515074371,
12
+ "train_runtime": 4173.3159,
13
+ "train_samples_per_second": 114.743,
14
+ "train_steps_per_second": 0.446
15
  }
eval_results.json CHANGED
@@ -1,8 +1,11 @@
1
  {
2
- "epoch": 19.879759519038075,
3
- "eval_accuracy": 0.8714768883878241,
4
- "eval_loss": 0.42415910959243774,
5
- "eval_runtime": 16.3755,
6
- "eval_samples_per_second": 108.332,
7
- "eval_steps_per_second": 3.42
 
 
 
8
  }
 
1
  {
2
+ "epoch": 29.76,
3
+ "eval_accuracy": 0.8562570462232244,
4
+ "eval_f1": 0.8543013145108364,
5
+ "eval_loss": 0.5373367667198181,
6
+ "eval_precision": 0.8535856101978109,
7
+ "eval_recall": 0.8562570462232244,
8
+ "eval_runtime": 9.4749,
9
+ "eval_samples_per_second": 187.232,
10
+ "eval_steps_per_second": 2.955
11
  }
train_results.json CHANGED
@@ -1,8 +1,7 @@
1
  {
2
- "epoch": 19.879759519038075,
3
- "total_flos": 8.259382470828884e+18,
4
- "train_loss": 0.5719680822664691,
5
- "train_runtime": 7149.119,
6
- "train_samples_per_second": 44.654,
7
- "train_steps_per_second": 0.347
8
  }
 
1
  {
2
+ "epoch": 29.76,
3
+ "train_loss": 0.4955275515074371,
4
+ "train_runtime": 4173.3159,
5
+ "train_samples_per_second": 114.743,
6
+ "train_steps_per_second": 0.446
 
7
  }
trainer_state.json CHANGED
@@ -1,1946 +1,1506 @@
1
  {
2
- "best_metric": 0.8714768883878241,
3
- "best_model_checkpoint": "dinov2-small-imagenet1k-1-layer-finetuned-galaxy10-decals/checkpoint-1996",
4
- "epoch": 19.879759519038075,
5
  "eval_steps": 500,
6
- "global_step": 2480,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
- "epoch": 0.08016032064128256,
13
- "grad_norm": 59.08690643310547,
14
- "learning_rate": 2.0161290322580646e-06,
15
- "loss": 2.8233,
16
  "step": 10
17
  },
18
  {
19
- "epoch": 0.16032064128256512,
20
- "grad_norm": 53.841739654541016,
21
- "learning_rate": 4.032258064516129e-06,
22
- "loss": 2.1402,
23
  "step": 20
24
  },
25
  {
26
- "epoch": 0.24048096192384769,
27
- "grad_norm": 64.50281524658203,
28
- "learning_rate": 6.048387096774194e-06,
29
- "loss": 1.8321,
30
  "step": 30
31
  },
32
  {
33
- "epoch": 0.32064128256513025,
34
- "grad_norm": 122.04541015625,
35
- "learning_rate": 8.064516129032258e-06,
36
- "loss": 1.5098,
37
  "step": 40
38
  },
39
  {
40
- "epoch": 0.40080160320641284,
41
- "grad_norm": 96.4590835571289,
42
- "learning_rate": 1.0080645161290323e-05,
43
- "loss": 1.3558,
44
  "step": 50
45
  },
46
  {
47
- "epoch": 0.48096192384769537,
48
- "grad_norm": 77.96562194824219,
49
- "learning_rate": 1.2096774193548388e-05,
50
- "loss": 1.2094,
51
  "step": 60
52
  },
53
  {
54
- "epoch": 0.561122244488978,
55
- "grad_norm": 84.99612426757812,
56
- "learning_rate": 1.4112903225806454e-05,
57
- "loss": 1.1468,
 
 
 
 
 
 
 
 
 
 
 
58
  "step": 70
59
  },
60
  {
61
- "epoch": 0.6412825651302605,
62
- "grad_norm": 57.763580322265625,
63
- "learning_rate": 1.6129032258064517e-05,
64
- "loss": 1.1189,
65
  "step": 80
66
  },
67
  {
68
- "epoch": 0.7214428857715431,
69
- "grad_norm": 70.59989166259766,
70
- "learning_rate": 1.8145161290322583e-05,
71
- "loss": 1.0405,
72
  "step": 90
73
  },
74
  {
75
- "epoch": 0.8016032064128257,
76
- "grad_norm": 91.77726745605469,
77
- "learning_rate": 2.0161290322580645e-05,
78
- "loss": 1.0129,
79
  "step": 100
80
  },
81
  {
82
- "epoch": 0.8817635270541082,
83
- "grad_norm": 82.61339569091797,
84
- "learning_rate": 2.217741935483871e-05,
85
- "loss": 0.9405,
86
  "step": 110
87
  },
88
  {
89
- "epoch": 0.9619238476953907,
90
- "grad_norm": 74.24462127685547,
91
- "learning_rate": 2.4193548387096777e-05,
92
- "loss": 0.924,
93
  "step": 120
94
  },
95
  {
96
- "epoch": 0.9939879759519038,
97
- "eval_accuracy": 0.7294250281848929,
98
- "eval_loss": 0.8074643015861511,
99
- "eval_runtime": 16.5344,
100
- "eval_samples_per_second": 107.292,
101
- "eval_steps_per_second": 3.387,
102
- "step": 124
 
 
 
103
  },
104
  {
105
- "epoch": 1.0420841683366733,
106
- "grad_norm": 140.59048461914062,
107
- "learning_rate": 2.620967741935484e-05,
108
- "loss": 0.8607,
109
  "step": 130
110
  },
111
  {
112
- "epoch": 1.122244488977956,
113
- "grad_norm": 190.5211181640625,
114
- "learning_rate": 2.822580645161291e-05,
115
- "loss": 0.9175,
116
  "step": 140
117
  },
118
  {
119
- "epoch": 1.2024048096192386,
120
- "grad_norm": 83.77838897705078,
121
- "learning_rate": 3.024193548387097e-05,
122
- "loss": 0.8886,
123
  "step": 150
124
  },
125
  {
126
- "epoch": 1.282565130260521,
127
- "grad_norm": 68.58927917480469,
128
- "learning_rate": 3.2258064516129034e-05,
129
- "loss": 0.9134,
130
  "step": 160
131
  },
132
  {
133
- "epoch": 1.3627254509018036,
134
- "grad_norm": 100.79639434814453,
135
- "learning_rate": 3.427419354838709e-05,
136
- "loss": 0.8889,
137
  "step": 170
138
  },
139
  {
140
- "epoch": 1.4428857715430863,
141
- "grad_norm": 94.05249786376953,
142
- "learning_rate": 3.6290322580645165e-05,
143
- "loss": 0.9035,
144
  "step": 180
145
  },
146
  {
147
- "epoch": 1.5230460921843687,
148
- "grad_norm": 61.07211685180664,
149
- "learning_rate": 3.8306451612903224e-05,
150
- "loss": 0.9032,
 
 
 
 
 
 
 
 
 
 
 
151
  "step": 190
152
  },
153
  {
154
- "epoch": 1.6032064128256514,
155
- "grad_norm": 46.34950256347656,
156
- "learning_rate": 4.032258064516129e-05,
157
- "loss": 0.9545,
158
  "step": 200
159
  },
160
  {
161
- "epoch": 1.6833667334669338,
162
- "grad_norm": 59.57305908203125,
163
- "learning_rate": 4.2338709677419356e-05,
164
- "loss": 0.9195,
165
  "step": 210
166
  },
167
  {
168
- "epoch": 1.7635270541082164,
169
- "grad_norm": 51.62540054321289,
170
- "learning_rate": 4.435483870967742e-05,
171
- "loss": 0.9062,
172
  "step": 220
173
  },
174
  {
175
- "epoch": 1.843687374749499,
176
- "grad_norm": 61.9476318359375,
177
- "learning_rate": 4.637096774193548e-05,
178
- "loss": 0.8817,
179
  "step": 230
180
  },
181
  {
182
- "epoch": 1.9238476953907817,
183
- "grad_norm": 59.98125457763672,
184
  "learning_rate": 4.8387096774193554e-05,
185
- "loss": 0.8226,
186
  "step": 240
187
  },
188
  {
189
- "epoch": 1.9959919839679359,
190
- "eval_accuracy": 0.7192784667418264,
191
- "eval_loss": 0.8194935321807861,
192
- "eval_runtime": 16.4183,
193
- "eval_samples_per_second": 108.05,
194
- "eval_steps_per_second": 3.411,
195
- "step": 249
196
  },
197
  {
198
- "epoch": 2.004008016032064,
199
- "grad_norm": 38.62278366088867,
200
- "learning_rate": 4.995519713261649e-05,
201
- "loss": 0.8421,
 
 
 
 
 
202
  "step": 250
203
  },
204
  {
205
- "epoch": 2.0841683366733466,
206
- "grad_norm": 42.719417572021484,
207
- "learning_rate": 4.973118279569893e-05,
208
- "loss": 0.8578,
209
  "step": 260
210
  },
211
  {
212
- "epoch": 2.164328657314629,
213
- "grad_norm": 53.102413177490234,
214
- "learning_rate": 4.950716845878137e-05,
215
- "loss": 0.9822,
216
  "step": 270
217
  },
218
  {
219
- "epoch": 2.244488977955912,
220
- "grad_norm": 63.29998779296875,
221
- "learning_rate": 4.92831541218638e-05,
222
- "loss": 0.9396,
223
  "step": 280
224
  },
225
  {
226
- "epoch": 2.3246492985971945,
227
- "grad_norm": 44.63651657104492,
228
- "learning_rate": 4.905913978494624e-05,
229
- "loss": 0.9457,
230
  "step": 290
231
  },
232
  {
233
- "epoch": 2.404809619238477,
234
- "grad_norm": 47.95414733886719,
235
- "learning_rate": 4.8835125448028677e-05,
236
- "loss": 0.8546,
237
  "step": 300
238
  },
239
  {
240
- "epoch": 2.4849699398797593,
241
- "grad_norm": 48.8958854675293,
242
- "learning_rate": 4.8611111111111115e-05,
243
- "loss": 0.9152,
244
  "step": 310
245
  },
246
  {
247
- "epoch": 2.565130260521042,
248
- "grad_norm": 92.62353515625,
249
- "learning_rate": 4.8387096774193554e-05,
250
- "loss": 0.8634,
 
 
 
 
 
 
 
 
 
 
 
251
  "step": 320
252
  },
253
  {
254
- "epoch": 2.6452905811623246,
255
- "grad_norm": 35.2147216796875,
256
- "learning_rate": 4.8163082437275986e-05,
257
- "loss": 0.7998,
258
  "step": 330
259
  },
260
  {
261
- "epoch": 2.7254509018036073,
262
- "grad_norm": 42.57783126831055,
263
- "learning_rate": 4.7939068100358424e-05,
264
- "loss": 0.7981,
265
  "step": 340
266
  },
267
  {
268
- "epoch": 2.80561122244489,
269
- "grad_norm": 35.527687072753906,
270
- "learning_rate": 4.771505376344086e-05,
271
- "loss": 0.8871,
272
  "step": 350
273
  },
274
  {
275
- "epoch": 2.8857715430861726,
276
- "grad_norm": 114.99385070800781,
277
- "learning_rate": 4.74910394265233e-05,
278
- "loss": 0.7689,
279
  "step": 360
280
  },
281
  {
282
- "epoch": 2.9659318637274548,
283
- "grad_norm": 84.57234954833984,
284
- "learning_rate": 4.726702508960574e-05,
285
- "loss": 0.805,
286
  "step": 370
287
  },
288
  {
289
- "epoch": 2.997995991983968,
290
- "eval_accuracy": 0.790304396843292,
291
- "eval_loss": 0.6233341693878174,
292
- "eval_runtime": 16.6664,
293
- "eval_samples_per_second": 106.442,
294
- "eval_steps_per_second": 3.36,
295
- "step": 374
 
 
 
296
  },
297
  {
298
- "epoch": 3.0460921843687374,
299
- "grad_norm": 36.23030090332031,
300
- "learning_rate": 4.704301075268818e-05,
301
- "loss": 0.7415,
302
  "step": 380
303
  },
304
  {
305
- "epoch": 3.12625250501002,
306
- "grad_norm": 69.19331359863281,
307
- "learning_rate": 4.681899641577061e-05,
308
- "loss": 0.7203,
309
  "step": 390
310
  },
311
  {
312
- "epoch": 3.2064128256513027,
313
- "grad_norm": 27.987106323242188,
314
- "learning_rate": 4.659498207885305e-05,
315
- "loss": 0.6812,
316
  "step": 400
317
  },
318
  {
319
- "epoch": 3.2865731462925853,
320
- "grad_norm": 46.88111877441406,
321
- "learning_rate": 4.637096774193548e-05,
322
- "loss": 0.7374,
323
  "step": 410
324
  },
325
  {
326
- "epoch": 3.3667334669338675,
327
- "grad_norm": 38.22345733642578,
328
- "learning_rate": 4.614695340501792e-05,
329
- "loss": 0.7994,
330
  "step": 420
331
  },
332
  {
333
- "epoch": 3.44689378757515,
334
- "grad_norm": 55.37908172607422,
335
- "learning_rate": 4.5922939068100365e-05,
336
- "loss": 0.7888,
337
  "step": 430
338
  },
339
  {
340
- "epoch": 3.527054108216433,
341
- "grad_norm": 36.60285186767578,
342
- "learning_rate": 4.56989247311828e-05,
343
- "loss": 0.7572,
 
 
 
 
 
 
 
 
 
 
 
344
  "step": 440
345
  },
346
  {
347
- "epoch": 3.6072144288577155,
348
- "grad_norm": 52.20883560180664,
349
- "learning_rate": 4.5474910394265236e-05,
350
- "loss": 0.778,
351
  "step": 450
352
  },
353
  {
354
- "epoch": 3.687374749498998,
355
- "grad_norm": 30.91020965576172,
356
- "learning_rate": 4.5250896057347674e-05,
357
- "loss": 0.7487,
358
  "step": 460
359
  },
360
  {
361
- "epoch": 3.7675350701402808,
362
- "grad_norm": 21.50102996826172,
363
- "learning_rate": 4.5026881720430106e-05,
364
- "loss": 0.7287,
365
  "step": 470
366
  },
367
  {
368
- "epoch": 3.847695390781563,
369
- "grad_norm": 28.19744110107422,
370
- "learning_rate": 4.4802867383512545e-05,
371
- "loss": 0.7762,
372
  "step": 480
373
  },
374
  {
375
- "epoch": 3.9278557114228456,
376
- "grad_norm": 28.148900985717773,
377
- "learning_rate": 4.4578853046594983e-05,
378
- "loss": 0.752,
379
  "step": 490
380
  },
381
  {
382
- "epoch": 4.0,
383
- "eval_accuracy": 0.7795941375422774,
384
- "eval_loss": 0.6686776280403137,
385
- "eval_runtime": 16.5892,
386
- "eval_samples_per_second": 106.937,
387
- "eval_steps_per_second": 3.376,
388
- "step": 499
389
- },
390
- {
391
- "epoch": 4.008016032064128,
392
- "grad_norm": 40.84296798706055,
393
- "learning_rate": 4.435483870967742e-05,
394
- "loss": 0.7898,
 
 
395
  "step": 500
396
  },
397
  {
398
- "epoch": 4.0881763527054105,
399
- "grad_norm": 32.189735412597656,
400
- "learning_rate": 4.413082437275986e-05,
401
- "loss": 0.7361,
402
  "step": 510
403
  },
404
  {
405
- "epoch": 4.168336673346693,
406
- "grad_norm": 27.465147018432617,
407
- "learning_rate": 4.390681003584229e-05,
408
- "loss": 0.7795,
409
  "step": 520
410
  },
411
  {
412
- "epoch": 4.248496993987976,
413
- "grad_norm": 27.916139602661133,
414
- "learning_rate": 4.368279569892473e-05,
415
- "loss": 0.7467,
416
  "step": 530
417
  },
418
  {
419
- "epoch": 4.328657314629258,
420
- "grad_norm": 32.374847412109375,
421
- "learning_rate": 4.345878136200717e-05,
422
- "loss": 0.6427,
423
  "step": 540
424
  },
425
  {
426
- "epoch": 4.408817635270541,
427
- "grad_norm": 45.016536712646484,
428
- "learning_rate": 4.323476702508961e-05,
429
- "loss": 0.6988,
430
  "step": 550
431
  },
432
  {
433
- "epoch": 4.488977955911824,
434
- "grad_norm": 36.51612091064453,
435
- "learning_rate": 4.301075268817205e-05,
436
- "loss": 0.6696,
437
  "step": 560
438
  },
439
  {
440
- "epoch": 4.569138276553106,
441
- "grad_norm": 26.923110961914062,
442
- "learning_rate": 4.2786738351254486e-05,
443
- "loss": 0.6512,
 
 
 
 
 
 
 
 
 
 
 
444
  "step": 570
445
  },
446
  {
447
- "epoch": 4.649298597194389,
448
- "grad_norm": 29.096832275390625,
449
- "learning_rate": 4.256272401433692e-05,
450
- "loss": 0.6775,
451
  "step": 580
452
  },
453
  {
454
- "epoch": 4.729458917835672,
455
- "grad_norm": 72.05559539794922,
456
- "learning_rate": 4.2338709677419356e-05,
457
- "loss": 0.6479,
458
  "step": 590
459
  },
460
  {
461
- "epoch": 4.809619238476954,
462
- "grad_norm": 31.95567512512207,
463
- "learning_rate": 4.2114695340501795e-05,
464
- "loss": 0.7208,
465
  "step": 600
466
  },
467
  {
468
- "epoch": 4.889779559118237,
469
- "grad_norm": 21.673049926757812,
470
- "learning_rate": 4.1890681003584233e-05,
471
- "loss": 0.6655,
472
  "step": 610
473
  },
474
  {
475
- "epoch": 4.969939879759519,
476
- "grad_norm": 33.81110382080078,
477
- "learning_rate": 4.166666666666667e-05,
478
- "loss": 0.6193,
479
  "step": 620
480
  },
481
  {
482
- "epoch": 4.993987975951904,
483
- "eval_accuracy": 0.8049605411499436,
484
- "eval_loss": 0.5707754492759705,
485
- "eval_runtime": 16.6845,
486
- "eval_samples_per_second": 106.326,
487
- "eval_steps_per_second": 3.356,
488
- "step": 623
 
 
 
489
  },
490
  {
491
- "epoch": 5.050100200400801,
492
- "grad_norm": 21.3759822845459,
493
- "learning_rate": 4.1442652329749104e-05,
494
- "loss": 0.6843,
495
  "step": 630
496
  },
497
  {
498
- "epoch": 5.130260521042084,
499
- "grad_norm": 29.779949188232422,
500
- "learning_rate": 4.121863799283154e-05,
501
- "loss": 0.6394,
502
  "step": 640
503
  },
504
  {
505
- "epoch": 5.210420841683367,
506
- "grad_norm": 28.196969985961914,
507
- "learning_rate": 4.099462365591398e-05,
508
- "loss": 0.6629,
509
  "step": 650
510
  },
511
  {
512
- "epoch": 5.290581162324649,
513
- "grad_norm": 36.27236557006836,
514
- "learning_rate": 4.077060931899642e-05,
515
- "loss": 0.6814,
516
  "step": 660
517
  },
518
  {
519
- "epoch": 5.370741482965932,
520
- "grad_norm": 26.93575668334961,
521
- "learning_rate": 4.054659498207886e-05,
522
- "loss": 0.7281,
523
  "step": 670
524
  },
525
  {
526
- "epoch": 5.4509018036072145,
527
- "grad_norm": 38.862640380859375,
528
- "learning_rate": 4.032258064516129e-05,
529
- "loss": 0.6512,
530
  "step": 680
531
  },
532
  {
533
- "epoch": 5.531062124248497,
534
- "grad_norm": 22.26070213317871,
535
- "learning_rate": 4.009856630824373e-05,
536
- "loss": 0.625,
 
 
 
 
 
 
 
 
 
 
 
537
  "step": 690
538
  },
539
  {
540
- "epoch": 5.61122244488978,
541
- "grad_norm": 35.700435638427734,
542
- "learning_rate": 3.987455197132617e-05,
543
- "loss": 0.7244,
544
  "step": 700
545
  },
546
  {
547
- "epoch": 5.6913827655310625,
548
- "grad_norm": 29.08810806274414,
549
- "learning_rate": 3.96505376344086e-05,
550
- "loss": 0.7093,
551
  "step": 710
552
  },
553
  {
554
- "epoch": 5.771543086172345,
555
- "grad_norm": 33.14811706542969,
556
- "learning_rate": 3.9426523297491045e-05,
557
- "loss": 0.6039,
558
  "step": 720
559
  },
560
  {
561
- "epoch": 5.851703406813627,
562
- "grad_norm": 36.37564468383789,
563
- "learning_rate": 3.9202508960573483e-05,
564
- "loss": 0.6434,
565
  "step": 730
566
  },
567
  {
568
- "epoch": 5.9318637274549095,
569
- "grad_norm": 25.49966812133789,
570
- "learning_rate": 3.8978494623655915e-05,
571
- "loss": 0.5822,
572
  "step": 740
573
  },
574
  {
575
- "epoch": 5.995991983967936,
576
- "eval_accuracy": 0.8060879368658399,
577
- "eval_loss": 0.5624008178710938,
578
- "eval_runtime": 16.5355,
579
- "eval_samples_per_second": 107.284,
580
- "eval_steps_per_second": 3.387,
581
- "step": 748
582
  },
583
  {
584
- "epoch": 6.012024048096192,
585
- "grad_norm": 28.702117919921875,
586
- "learning_rate": 3.8754480286738354e-05,
587
- "loss": 0.5943,
 
 
 
 
 
588
  "step": 750
589
  },
590
  {
591
- "epoch": 6.092184368737475,
592
- "grad_norm": 55.89380645751953,
593
- "learning_rate": 3.8530465949820786e-05,
594
- "loss": 0.6292,
595
  "step": 760
596
  },
597
  {
598
- "epoch": 6.1723446893787575,
599
- "grad_norm": 25.705108642578125,
600
- "learning_rate": 3.8306451612903224e-05,
601
- "loss": 0.6334,
602
  "step": 770
603
  },
604
  {
605
- "epoch": 6.25250501002004,
606
- "grad_norm": 62.475040435791016,
607
- "learning_rate": 3.808243727598566e-05,
608
- "loss": 0.6187,
609
  "step": 780
610
  },
611
  {
612
- "epoch": 6.332665330661323,
613
- "grad_norm": 29.610858917236328,
614
- "learning_rate": 3.78584229390681e-05,
615
- "loss": 0.6301,
616
  "step": 790
617
  },
618
  {
619
- "epoch": 6.412825651302605,
620
- "grad_norm": 29.61836051940918,
621
- "learning_rate": 3.763440860215054e-05,
622
- "loss": 0.5877,
623
  "step": 800
624
  },
625
  {
626
- "epoch": 6.492985971943888,
627
- "grad_norm": 25.111305236816406,
628
- "learning_rate": 3.741039426523298e-05,
629
- "loss": 0.5988,
630
  "step": 810
631
  },
632
  {
633
- "epoch": 6.573146292585171,
634
- "grad_norm": 31.161901473999023,
635
- "learning_rate": 3.718637992831541e-05,
636
- "loss": 0.6037,
 
 
 
 
 
 
 
 
 
 
 
637
  "step": 820
638
  },
639
  {
640
- "epoch": 6.653306613226453,
641
- "grad_norm": 28.766677856445312,
642
- "learning_rate": 3.696236559139785e-05,
643
- "loss": 0.6522,
644
  "step": 830
645
  },
646
  {
647
- "epoch": 6.733466933867735,
648
- "grad_norm": 25.192800521850586,
649
- "learning_rate": 3.673835125448029e-05,
650
- "loss": 0.6015,
651
  "step": 840
652
  },
653
  {
654
- "epoch": 6.813627254509018,
655
- "grad_norm": 32.32080841064453,
656
- "learning_rate": 3.651433691756273e-05,
657
- "loss": 0.6019,
658
  "step": 850
659
  },
660
  {
661
- "epoch": 6.8937875751503,
662
- "grad_norm": 52.31047439575195,
663
- "learning_rate": 3.6290322580645165e-05,
664
- "loss": 0.6806,
665
  "step": 860
666
  },
667
  {
668
- "epoch": 6.973947895791583,
669
- "grad_norm": 25.50705337524414,
670
- "learning_rate": 3.60663082437276e-05,
671
- "loss": 0.6227,
672
  "step": 870
673
  },
674
  {
675
- "epoch": 6.997995991983968,
676
- "eval_accuracy": 0.8134160090191658,
677
- "eval_loss": 0.5536333322525024,
678
- "eval_runtime": 16.6273,
679
- "eval_samples_per_second": 106.692,
680
- "eval_steps_per_second": 3.368,
681
- "step": 873
 
 
 
682
  },
683
  {
684
- "epoch": 7.054108216432866,
685
- "grad_norm": 19.30939292907715,
686
- "learning_rate": 3.5842293906810036e-05,
687
- "loss": 0.5791,
688
  "step": 880
689
  },
690
  {
691
- "epoch": 7.134268537074148,
692
- "grad_norm": 32.007442474365234,
693
- "learning_rate": 3.5618279569892474e-05,
694
- "loss": 0.6049,
695
  "step": 890
696
  },
697
  {
698
- "epoch": 7.214428857715431,
699
- "grad_norm": 22.92371940612793,
700
- "learning_rate": 3.539426523297491e-05,
701
- "loss": 0.6177,
702
  "step": 900
703
  },
704
  {
705
- "epoch": 7.294589178356714,
706
- "grad_norm": 42.33139419555664,
707
- "learning_rate": 3.517025089605735e-05,
708
- "loss": 0.5685,
709
  "step": 910
710
  },
711
  {
712
- "epoch": 7.374749498997996,
713
- "grad_norm": 23.081684112548828,
714
- "learning_rate": 3.494623655913979e-05,
715
- "loss": 0.5914,
716
  "step": 920
717
  },
718
  {
719
- "epoch": 7.454909819639279,
720
- "grad_norm": 28.351613998413086,
721
- "learning_rate": 3.472222222222222e-05,
722
- "loss": 0.6416,
723
  "step": 930
724
  },
725
  {
726
- "epoch": 7.5350701402805615,
727
- "grad_norm": 29.150787353515625,
728
- "learning_rate": 3.449820788530466e-05,
729
- "loss": 0.5786,
 
 
 
 
 
 
 
 
 
 
 
730
  "step": 940
731
  },
732
  {
733
- "epoch": 7.615230460921843,
734
- "grad_norm": 25.98550796508789,
735
- "learning_rate": 3.427419354838709e-05,
736
- "loss": 0.6198,
737
  "step": 950
738
  },
739
  {
740
- "epoch": 7.695390781563126,
741
- "grad_norm": 17.467369079589844,
742
- "learning_rate": 3.405017921146954e-05,
743
- "loss": 0.5378,
744
  "step": 960
745
  },
746
  {
747
- "epoch": 7.775551102204409,
748
- "grad_norm": 27.1838436126709,
749
- "learning_rate": 3.382616487455198e-05,
750
- "loss": 0.607,
751
  "step": 970
752
  },
753
  {
754
- "epoch": 7.855711422845691,
755
- "grad_norm": 38.05990219116211,
756
- "learning_rate": 3.360215053763441e-05,
757
- "loss": 0.5962,
758
  "step": 980
759
  },
760
  {
761
- "epoch": 7.935871743486974,
762
- "grad_norm": 42.47323989868164,
763
- "learning_rate": 3.337813620071685e-05,
764
- "loss": 0.6067,
765
  "step": 990
766
  },
767
  {
768
- "epoch": 8.0,
769
- "eval_accuracy": 0.818489289740699,
770
- "eval_loss": 0.5687136650085449,
771
- "eval_runtime": 16.5686,
772
- "eval_samples_per_second": 107.07,
773
- "eval_steps_per_second": 3.38,
774
- "step": 998
775
  },
776
  {
777
- "epoch": 8.016032064128256,
778
- "grad_norm": 37.08466339111328,
779
- "learning_rate": 3.3154121863799286e-05,
780
- "loss": 0.5576,
 
 
 
 
 
781
  "step": 1000
782
  },
783
  {
784
- "epoch": 8.09619238476954,
785
- "grad_norm": 23.092058181762695,
786
- "learning_rate": 3.293010752688172e-05,
787
- "loss": 0.5297,
788
  "step": 1010
789
  },
790
  {
791
- "epoch": 8.176352705410821,
792
- "grad_norm": 21.885507583618164,
793
- "learning_rate": 3.270609318996416e-05,
794
- "loss": 0.5678,
795
  "step": 1020
796
  },
797
  {
798
- "epoch": 8.256513026052104,
799
- "grad_norm": 29.588977813720703,
800
- "learning_rate": 3.24820788530466e-05,
801
- "loss": 0.5404,
802
  "step": 1030
803
  },
804
  {
805
- "epoch": 8.336673346693386,
806
- "grad_norm": 58.07012176513672,
807
- "learning_rate": 3.2258064516129034e-05,
808
- "loss": 0.535,
809
  "step": 1040
810
  },
811
  {
812
- "epoch": 8.41683366733467,
813
- "grad_norm": 25.207134246826172,
814
- "learning_rate": 3.203405017921147e-05,
815
- "loss": 0.5622,
816
  "step": 1050
817
  },
818
  {
819
- "epoch": 8.496993987975952,
820
- "grad_norm": 27.917211532592773,
821
- "learning_rate": 3.1810035842293904e-05,
822
- "loss": 0.5527,
823
  "step": 1060
824
  },
825
  {
826
- "epoch": 8.577154308617235,
827
- "grad_norm": 17.901611328125,
828
- "learning_rate": 3.158602150537634e-05,
829
- "loss": 0.5115,
 
 
 
 
 
 
 
 
 
 
 
830
  "step": 1070
831
  },
832
  {
833
- "epoch": 8.657314629258517,
834
- "grad_norm": 20.38230323791504,
835
- "learning_rate": 3.136200716845878e-05,
836
- "loss": 0.608,
837
  "step": 1080
838
  },
839
  {
840
- "epoch": 8.7374749498998,
841
- "grad_norm": 22.982620239257812,
842
- "learning_rate": 3.113799283154122e-05,
843
- "loss": 0.5628,
844
  "step": 1090
845
  },
846
  {
847
- "epoch": 8.817635270541082,
848
- "grad_norm": 22.212993621826172,
849
- "learning_rate": 3.091397849462366e-05,
850
- "loss": 0.5076,
851
  "step": 1100
852
  },
853
  {
854
- "epoch": 8.897795591182366,
855
- "grad_norm": 28.16684913635254,
856
- "learning_rate": 3.06899641577061e-05,
857
- "loss": 0.5299,
858
  "step": 1110
859
  },
860
  {
861
- "epoch": 8.977955911823647,
862
- "grad_norm": 19.41158676147461,
863
- "learning_rate": 3.046594982078853e-05,
864
- "loss": 0.533,
865
  "step": 1120
866
  },
867
  {
868
- "epoch": 8.993987975951903,
869
- "eval_accuracy": 0.8089064261555806,
870
- "eval_loss": 0.5918950438499451,
871
- "eval_runtime": 16.6888,
872
- "eval_samples_per_second": 106.299,
873
- "eval_steps_per_second": 3.356,
874
- "step": 1122
 
 
 
875
  },
876
  {
877
- "epoch": 9.05811623246493,
878
- "grad_norm": 25.26761245727539,
879
- "learning_rate": 3.024193548387097e-05,
880
- "loss": 0.6276,
881
  "step": 1130
882
  },
883
  {
884
- "epoch": 9.138276553106213,
885
- "grad_norm": 18.059947967529297,
886
- "learning_rate": 3.0017921146953403e-05,
887
- "loss": 0.5674,
888
  "step": 1140
889
  },
890
  {
891
- "epoch": 9.218436873747494,
892
- "grad_norm": 37.593204498291016,
893
- "learning_rate": 2.979390681003584e-05,
894
- "loss": 0.5189,
895
  "step": 1150
896
  },
897
  {
898
- "epoch": 9.298597194388778,
899
- "grad_norm": 24.151836395263672,
900
- "learning_rate": 2.9569892473118284e-05,
901
- "loss": 0.5086,
902
  "step": 1160
903
  },
904
  {
905
- "epoch": 9.37875751503006,
906
- "grad_norm": 30.97344970703125,
907
- "learning_rate": 2.9345878136200715e-05,
908
- "loss": 0.5137,
909
  "step": 1170
910
  },
911
  {
912
- "epoch": 9.458917835671343,
913
- "grad_norm": 20.18236541748047,
914
- "learning_rate": 2.9121863799283154e-05,
915
- "loss": 0.4647,
916
  "step": 1180
917
  },
918
  {
919
- "epoch": 9.539078156312625,
920
- "grad_norm": 23.9926815032959,
921
- "learning_rate": 2.8897849462365596e-05,
922
- "loss": 0.5529,
 
 
 
 
 
 
 
 
 
 
 
923
  "step": 1190
924
  },
925
  {
926
- "epoch": 9.619238476953909,
927
- "grad_norm": 31.676265716552734,
928
- "learning_rate": 2.8673835125448028e-05,
929
- "loss": 0.5256,
930
  "step": 1200
931
  },
932
  {
933
- "epoch": 9.69939879759519,
934
- "grad_norm": 27.958820343017578,
935
- "learning_rate": 2.8449820788530467e-05,
936
- "loss": 0.5121,
937
  "step": 1210
938
  },
939
  {
940
- "epoch": 9.779559118236474,
941
- "grad_norm": 21.766021728515625,
942
- "learning_rate": 2.822580645161291e-05,
943
- "loss": 0.5393,
944
  "step": 1220
945
  },
946
  {
947
- "epoch": 9.859719438877756,
948
- "grad_norm": 24.838279724121094,
949
- "learning_rate": 2.800179211469534e-05,
950
- "loss": 0.478,
951
  "step": 1230
952
  },
953
  {
954
- "epoch": 9.939879759519037,
955
- "grad_norm": 36.48131561279297,
956
- "learning_rate": 2.777777777777778e-05,
957
- "loss": 0.5423,
958
  "step": 1240
959
  },
960
  {
961
- "epoch": 9.995991983967937,
962
- "eval_accuracy": 0.8370913190529876,
963
- "eval_loss": 0.502169668674469,
964
- "eval_runtime": 16.5887,
965
- "eval_samples_per_second": 106.94,
966
- "eval_steps_per_second": 3.376,
967
- "step": 1247
968
  },
969
  {
970
- "epoch": 10.02004008016032,
971
- "grad_norm": 19.24289894104004,
972
- "learning_rate": 2.7553763440860214e-05,
973
- "loss": 0.5308,
 
 
 
 
 
974
  "step": 1250
975
  },
976
  {
977
- "epoch": 10.100200400801603,
978
- "grad_norm": 19.2097110748291,
979
- "learning_rate": 2.7329749103942653e-05,
980
- "loss": 0.4834,
981
  "step": 1260
982
  },
983
  {
984
- "epoch": 10.180360721442886,
985
- "grad_norm": 26.702028274536133,
986
- "learning_rate": 2.710573476702509e-05,
987
- "loss": 0.4799,
988
  "step": 1270
989
  },
990
  {
991
- "epoch": 10.260521042084168,
992
- "grad_norm": 22.088153839111328,
993
- "learning_rate": 2.6881720430107527e-05,
994
- "loss": 0.5015,
995
  "step": 1280
996
  },
997
  {
998
- "epoch": 10.340681362725451,
999
- "grad_norm": 24.59678840637207,
1000
- "learning_rate": 2.6657706093189965e-05,
1001
- "loss": 0.5561,
1002
  "step": 1290
1003
  },
1004
  {
1005
- "epoch": 10.420841683366733,
1006
- "grad_norm": 26.353622436523438,
1007
- "learning_rate": 2.6433691756272404e-05,
1008
- "loss": 0.479,
1009
  "step": 1300
1010
  },
1011
  {
1012
- "epoch": 10.501002004008017,
1013
- "grad_norm": 21.673465728759766,
1014
- "learning_rate": 2.620967741935484e-05,
1015
- "loss": 0.5283,
1016
  "step": 1310
1017
  },
1018
  {
1019
- "epoch": 10.581162324649299,
1020
- "grad_norm": 20.873695373535156,
1021
- "learning_rate": 2.5985663082437278e-05,
1022
- "loss": 0.4894,
 
 
 
 
 
 
 
 
 
 
 
1023
  "step": 1320
1024
  },
1025
  {
1026
- "epoch": 10.661322645290582,
1027
- "grad_norm": 31.117862701416016,
1028
- "learning_rate": 2.5761648745519713e-05,
1029
- "loss": 0.4783,
1030
  "step": 1330
1031
  },
1032
  {
1033
- "epoch": 10.741482965931864,
1034
- "grad_norm": 25.72610855102539,
1035
- "learning_rate": 2.5537634408602152e-05,
1036
- "loss": 0.4997,
1037
  "step": 1340
1038
  },
1039
  {
1040
- "epoch": 10.821643286573146,
1041
- "grad_norm": 22.59943389892578,
1042
- "learning_rate": 2.531362007168459e-05,
1043
- "loss": 0.4518,
1044
  "step": 1350
1045
  },
1046
  {
1047
- "epoch": 10.901803607214429,
1048
- "grad_norm": 17.32233428955078,
1049
- "learning_rate": 2.5089605734767026e-05,
1050
- "loss": 0.5313,
1051
  "step": 1360
1052
  },
1053
  {
1054
- "epoch": 10.98196392785571,
1055
- "grad_norm": 20.552576065063477,
1056
- "learning_rate": 2.4865591397849464e-05,
1057
- "loss": 0.4747,
1058
  "step": 1370
1059
  },
1060
  {
1061
- "epoch": 10.997995991983968,
1062
- "eval_accuracy": 0.8579481397970687,
1063
- "eval_loss": 0.4419150948524475,
1064
- "eval_runtime": 16.5822,
1065
- "eval_samples_per_second": 106.982,
1066
- "eval_steps_per_second": 3.377,
1067
- "step": 1372
 
 
 
1068
  },
1069
  {
1070
- "epoch": 11.062124248496994,
1071
- "grad_norm": 20.17671775817871,
1072
- "learning_rate": 2.46415770609319e-05,
1073
- "loss": 0.4848,
1074
  "step": 1380
1075
  },
1076
  {
1077
- "epoch": 11.142284569138276,
1078
- "grad_norm": 21.159685134887695,
1079
- "learning_rate": 2.4417562724014338e-05,
1080
- "loss": 0.4434,
1081
  "step": 1390
1082
  },
1083
  {
1084
- "epoch": 11.22244488977956,
1085
- "grad_norm": 21.114795684814453,
1086
- "learning_rate": 2.4193548387096777e-05,
1087
- "loss": 0.4665,
1088
  "step": 1400
1089
  },
1090
  {
1091
- "epoch": 11.302605210420841,
1092
- "grad_norm": 16.447608947753906,
1093
- "learning_rate": 2.3969534050179212e-05,
1094
- "loss": 0.45,
1095
  "step": 1410
1096
  },
1097
  {
1098
- "epoch": 11.382765531062125,
1099
- "grad_norm": 34.57737731933594,
1100
- "learning_rate": 2.374551971326165e-05,
1101
- "loss": 0.5073,
1102
  "step": 1420
1103
  },
1104
  {
1105
- "epoch": 11.462925851703407,
1106
- "grad_norm": 22.9782657623291,
1107
- "learning_rate": 2.352150537634409e-05,
1108
- "loss": 0.5099,
1109
  "step": 1430
1110
  },
1111
  {
1112
- "epoch": 11.54308617234469,
1113
- "grad_norm": 30.651418685913086,
1114
- "learning_rate": 2.3297491039426525e-05,
1115
- "loss": 0.473,
 
 
 
 
 
 
 
 
 
 
 
1116
  "step": 1440
1117
  },
1118
  {
1119
- "epoch": 11.623246492985972,
1120
- "grad_norm": 21.65363883972168,
1121
- "learning_rate": 2.307347670250896e-05,
1122
- "loss": 0.4723,
1123
  "step": 1450
1124
  },
1125
  {
1126
- "epoch": 11.703406813627254,
1127
- "grad_norm": 20.955120086669922,
1128
- "learning_rate": 2.28494623655914e-05,
1129
- "loss": 0.4613,
1130
  "step": 1460
1131
  },
1132
  {
1133
- "epoch": 11.783567134268537,
1134
- "grad_norm": 21.71851921081543,
1135
- "learning_rate": 2.2625448028673837e-05,
1136
- "loss": 0.4884,
1137
  "step": 1470
1138
  },
1139
  {
1140
- "epoch": 11.863727454909819,
1141
- "grad_norm": 29.572038650512695,
1142
- "learning_rate": 2.2401433691756272e-05,
1143
- "loss": 0.4842,
1144
  "step": 1480
1145
  },
1146
  {
1147
- "epoch": 11.943887775551103,
1148
- "grad_norm": 30.581287384033203,
1149
- "learning_rate": 2.217741935483871e-05,
1150
- "loss": 0.4367,
1151
  "step": 1490
1152
  },
1153
  {
1154
- "epoch": 12.0,
1155
- "eval_accuracy": 0.8207440811724915,
1156
- "eval_loss": 0.5084114074707031,
1157
- "eval_runtime": 16.5802,
1158
- "eval_samples_per_second": 106.995,
1159
- "eval_steps_per_second": 3.378,
1160
- "step": 1497
1161
- },
1162
- {
1163
- "epoch": 12.024048096192384,
1164
- "grad_norm": 21.091793060302734,
1165
- "learning_rate": 2.1953405017921146e-05,
1166
- "loss": 0.4565,
1167
  "step": 1500
1168
  },
1169
  {
1170
- "epoch": 12.104208416833668,
1171
- "grad_norm": 16.97905921936035,
1172
- "learning_rate": 2.1729390681003585e-05,
1173
- "loss": 0.4488,
 
 
 
 
 
 
 
 
 
 
 
1174
  "step": 1510
1175
  },
1176
  {
1177
- "epoch": 12.18436873747495,
1178
- "grad_norm": 20.028785705566406,
1179
- "learning_rate": 2.1505376344086024e-05,
1180
- "loss": 0.4109,
1181
  "step": 1520
1182
  },
1183
  {
1184
- "epoch": 12.264529058116233,
1185
- "grad_norm": 26.391056060791016,
1186
- "learning_rate": 2.128136200716846e-05,
1187
- "loss": 0.4572,
1188
  "step": 1530
1189
  },
1190
  {
1191
- "epoch": 12.344689378757515,
1192
- "grad_norm": 24.771198272705078,
1193
- "learning_rate": 2.1057347670250897e-05,
1194
- "loss": 0.4693,
1195
  "step": 1540
1196
  },
1197
  {
1198
- "epoch": 12.424849699398798,
1199
- "grad_norm": 21.671600341796875,
1200
- "learning_rate": 2.0833333333333336e-05,
1201
- "loss": 0.4446,
1202
  "step": 1550
1203
  },
1204
  {
1205
- "epoch": 12.50501002004008,
1206
- "grad_norm": 29.258426666259766,
1207
- "learning_rate": 2.060931899641577e-05,
1208
- "loss": 0.4272,
1209
  "step": 1560
1210
  },
1211
  {
1212
- "epoch": 12.585170340681362,
1213
- "grad_norm": 22.518234252929688,
1214
- "learning_rate": 2.038530465949821e-05,
1215
- "loss": 0.4732,
 
 
 
 
 
 
 
 
 
 
 
1216
  "step": 1570
1217
  },
1218
  {
1219
- "epoch": 12.665330661322646,
1220
- "grad_norm": 22.70555877685547,
1221
- "learning_rate": 2.0161290322580645e-05,
1222
- "loss": 0.4416,
1223
  "step": 1580
1224
  },
1225
  {
1226
- "epoch": 12.745490981963927,
1227
- "grad_norm": 19.604206085205078,
1228
- "learning_rate": 1.9937275985663084e-05,
1229
- "loss": 0.4517,
1230
  "step": 1590
1231
  },
1232
  {
1233
- "epoch": 12.82565130260521,
1234
- "grad_norm": 21.88922119140625,
1235
- "learning_rate": 1.9713261648745522e-05,
1236
- "loss": 0.4458,
1237
  "step": 1600
1238
  },
1239
  {
1240
- "epoch": 12.905811623246493,
1241
- "grad_norm": 23.284523010253906,
1242
- "learning_rate": 1.9489247311827958e-05,
1243
- "loss": 0.4362,
1244
  "step": 1610
1245
  },
1246
  {
1247
- "epoch": 12.985971943887776,
1248
- "grad_norm": 16.729040145874023,
1249
- "learning_rate": 1.9265232974910393e-05,
1250
- "loss": 0.4907,
1251
  "step": 1620
1252
  },
1253
  {
1254
- "epoch": 12.993987975951903,
1255
- "eval_accuracy": 0.8365276211950394,
1256
- "eval_loss": 0.4773949980735779,
1257
- "eval_runtime": 16.6122,
1258
- "eval_samples_per_second": 106.789,
1259
- "eval_steps_per_second": 3.371,
1260
- "step": 1621
1261
- },
1262
- {
1263
- "epoch": 13.066132264529058,
1264
- "grad_norm": 20.915903091430664,
1265
- "learning_rate": 1.904121863799283e-05,
1266
- "loss": 0.4276,
 
 
1267
  "step": 1630
1268
  },
1269
  {
1270
- "epoch": 13.146292585170341,
1271
- "grad_norm": 22.99505615234375,
1272
- "learning_rate": 1.881720430107527e-05,
1273
- "loss": 0.4026,
1274
  "step": 1640
1275
  },
1276
  {
1277
- "epoch": 13.226452905811623,
1278
- "grad_norm": 37.65668487548828,
1279
- "learning_rate": 1.8593189964157705e-05,
1280
- "loss": 0.4015,
1281
  "step": 1650
1282
  },
1283
  {
1284
- "epoch": 13.306613226452907,
1285
- "grad_norm": 26.193628311157227,
1286
- "learning_rate": 1.8369175627240144e-05,
1287
- "loss": 0.4238,
1288
  "step": 1660
1289
  },
1290
  {
1291
- "epoch": 13.386773547094188,
1292
- "grad_norm": 29.185932159423828,
1293
- "learning_rate": 1.8145161290322583e-05,
1294
- "loss": 0.4483,
1295
  "step": 1670
1296
  },
1297
  {
1298
- "epoch": 13.46693386773547,
1299
- "grad_norm": 30.262685775756836,
1300
- "learning_rate": 1.7921146953405018e-05,
1301
- "loss": 0.3972,
1302
  "step": 1680
1303
  },
1304
  {
1305
- "epoch": 13.547094188376754,
1306
- "grad_norm": 17.25420570373535,
1307
- "learning_rate": 1.7697132616487457e-05,
1308
- "loss": 0.416,
 
 
 
 
 
 
 
 
 
 
 
1309
  "step": 1690
1310
  },
1311
  {
1312
- "epoch": 13.627254509018035,
1313
- "grad_norm": 15.789755821228027,
1314
- "learning_rate": 1.7473118279569895e-05,
1315
- "loss": 0.3985,
1316
  "step": 1700
1317
  },
1318
  {
1319
- "epoch": 13.707414829659319,
1320
- "grad_norm": 24.821426391601562,
1321
- "learning_rate": 1.724910394265233e-05,
1322
- "loss": 0.4334,
1323
  "step": 1710
1324
  },
1325
  {
1326
- "epoch": 13.7875751503006,
1327
- "grad_norm": 19.373735427856445,
1328
- "learning_rate": 1.702508960573477e-05,
1329
- "loss": 0.4494,
1330
  "step": 1720
1331
  },
1332
  {
1333
- "epoch": 13.867735470941884,
1334
- "grad_norm": 39.24836730957031,
1335
- "learning_rate": 1.6801075268817204e-05,
1336
- "loss": 0.4272,
1337
  "step": 1730
1338
  },
1339
  {
1340
- "epoch": 13.947895791583166,
1341
- "grad_norm": 18.48973846435547,
1342
- "learning_rate": 1.6577060931899643e-05,
1343
- "loss": 0.4269,
1344
  "step": 1740
1345
  },
1346
  {
1347
- "epoch": 13.995991983967937,
1348
- "eval_accuracy": 0.8444193912063134,
1349
- "eval_loss": 0.49454447627067566,
1350
- "eval_runtime": 16.5837,
1351
- "eval_samples_per_second": 106.972,
1352
- "eval_steps_per_second": 3.377,
1353
- "step": 1746
1354
  },
1355
  {
1356
- "epoch": 14.02805611222445,
1357
- "grad_norm": 19.31620979309082,
1358
- "learning_rate": 1.635304659498208e-05,
1359
- "loss": 0.4197,
 
 
 
 
 
1360
  "step": 1750
1361
  },
1362
  {
1363
- "epoch": 14.108216432865731,
1364
- "grad_norm": 22.901765823364258,
1365
- "learning_rate": 1.6129032258064517e-05,
1366
- "loss": 0.4569,
1367
  "step": 1760
1368
  },
1369
  {
1370
- "epoch": 14.188376753507015,
1371
- "grad_norm": 18.342025756835938,
1372
- "learning_rate": 1.5905017921146952e-05,
1373
- "loss": 0.3897,
1374
  "step": 1770
1375
  },
1376
  {
1377
- "epoch": 14.268537074148297,
1378
- "grad_norm": 20.735149383544922,
1379
- "learning_rate": 1.568100358422939e-05,
1380
- "loss": 0.375,
1381
  "step": 1780
1382
  },
1383
  {
1384
- "epoch": 14.348697394789578,
1385
- "grad_norm": 16.781925201416016,
1386
- "learning_rate": 1.545698924731183e-05,
1387
- "loss": 0.3994,
1388
  "step": 1790
1389
  },
1390
  {
1391
- "epoch": 14.428857715430862,
1392
- "grad_norm": 20.588781356811523,
1393
- "learning_rate": 1.5232974910394265e-05,
1394
- "loss": 0.4204,
1395
  "step": 1800
1396
  },
1397
  {
1398
- "epoch": 14.509018036072144,
1399
- "grad_norm": 23.370925903320312,
1400
- "learning_rate": 1.5008960573476701e-05,
1401
- "loss": 0.4208,
1402
  "step": 1810
1403
  },
1404
  {
1405
- "epoch": 14.589178356713427,
1406
- "grad_norm": 30.92214584350586,
1407
- "learning_rate": 1.4784946236559142e-05,
1408
- "loss": 0.3962,
 
 
 
 
 
 
 
 
 
 
 
1409
  "step": 1820
1410
  },
1411
  {
1412
- "epoch": 14.669338677354709,
1413
- "grad_norm": 18.780115127563477,
1414
- "learning_rate": 1.4560931899641577e-05,
1415
- "loss": 0.3895,
1416
  "step": 1830
1417
  },
1418
  {
1419
- "epoch": 14.749498997995993,
1420
- "grad_norm": 23.375154495239258,
1421
- "learning_rate": 1.4336917562724014e-05,
1422
- "loss": 0.3871,
1423
  "step": 1840
1424
  },
1425
  {
1426
- "epoch": 14.829659318637274,
1427
- "grad_norm": 18.720943450927734,
1428
- "learning_rate": 1.4112903225806454e-05,
1429
- "loss": 0.4037,
1430
  "step": 1850
1431
  },
1432
  {
1433
- "epoch": 14.909819639278558,
1434
- "grad_norm": 27.814115524291992,
1435
- "learning_rate": 1.388888888888889e-05,
1436
- "loss": 0.409,
1437
  "step": 1860
1438
  },
1439
  {
1440
- "epoch": 14.98997995991984,
1441
- "grad_norm": 23.809450149536133,
1442
- "learning_rate": 1.3664874551971326e-05,
1443
- "loss": 0.3787,
1444
- "step": 1870
1445
- },
1446
- {
1447
- "epoch": 14.997995991983968,
1448
- "eval_accuracy": 0.8478015783540023,
1449
- "eval_loss": 0.47794777154922485,
1450
- "eval_runtime": 16.5967,
1451
- "eval_samples_per_second": 106.889,
1452
- "eval_steps_per_second": 3.374,
1453
- "step": 1871
1454
- },
1455
- {
1456
- "epoch": 15.070140280561123,
1457
- "grad_norm": 18.869020462036133,
1458
- "learning_rate": 1.3440860215053763e-05,
1459
- "loss": 0.3546,
1460
- "step": 1880
1461
- },
1462
- {
1463
- "epoch": 15.150300601202405,
1464
- "grad_norm": 18.53528594970703,
1465
- "learning_rate": 1.3216845878136202e-05,
1466
- "loss": 0.3785,
1467
- "step": 1890
1468
- },
1469
- {
1470
- "epoch": 15.230460921843687,
1471
- "grad_norm": 25.095417022705078,
1472
- "learning_rate": 1.2992831541218639e-05,
1473
- "loss": 0.3921,
1474
- "step": 1900
1475
- },
1476
- {
1477
- "epoch": 15.31062124248497,
1478
- "grad_norm": 19.071975708007812,
1479
- "learning_rate": 1.2768817204301076e-05,
1480
- "loss": 0.3924,
1481
- "step": 1910
1482
- },
1483
- {
1484
- "epoch": 15.390781563126252,
1485
- "grad_norm": 20.396650314331055,
1486
- "learning_rate": 1.2544802867383513e-05,
1487
- "loss": 0.3877,
1488
- "step": 1920
1489
- },
1490
- {
1491
- "epoch": 15.470941883767535,
1492
- "grad_norm": 26.20189094543457,
1493
- "learning_rate": 1.232078853046595e-05,
1494
- "loss": 0.3408,
1495
- "step": 1930
1496
- },
1497
- {
1498
- "epoch": 15.551102204408817,
1499
- "grad_norm": 25.609718322753906,
1500
- "learning_rate": 1.2096774193548388e-05,
1501
- "loss": 0.3554,
1502
- "step": 1940
1503
- },
1504
- {
1505
- "epoch": 15.6312625250501,
1506
- "grad_norm": 22.300622940063477,
1507
- "learning_rate": 1.1872759856630825e-05,
1508
- "loss": 0.3408,
1509
- "step": 1950
1510
- },
1511
- {
1512
- "epoch": 15.711422845691382,
1513
- "grad_norm": 21.68485450744629,
1514
- "learning_rate": 1.1648745519713262e-05,
1515
- "loss": 0.3534,
1516
- "step": 1960
1517
- },
1518
- {
1519
- "epoch": 15.791583166332666,
1520
- "grad_norm": 21.4897518157959,
1521
- "learning_rate": 1.14247311827957e-05,
1522
- "loss": 0.3685,
1523
- "step": 1970
1524
- },
1525
- {
1526
- "epoch": 15.871743486973948,
1527
- "grad_norm": 23.654247283935547,
1528
- "learning_rate": 1.1200716845878136e-05,
1529
- "loss": 0.4038,
1530
- "step": 1980
1531
- },
1532
- {
1533
- "epoch": 15.951903807615231,
1534
- "grad_norm": 24.013349533081055,
1535
- "learning_rate": 1.0976702508960573e-05,
1536
- "loss": 0.3724,
1537
- "step": 1990
1538
- },
1539
- {
1540
- "epoch": 16.0,
1541
- "eval_accuracy": 0.8714768883878241,
1542
- "eval_loss": 0.42415910959243774,
1543
- "eval_runtime": 16.5547,
1544
- "eval_samples_per_second": 107.16,
1545
- "eval_steps_per_second": 3.383,
1546
- "step": 1996
1547
- },
1548
- {
1549
- "epoch": 16.03206412825651,
1550
- "grad_norm": 19.16984748840332,
1551
- "learning_rate": 1.0752688172043012e-05,
1552
- "loss": 0.3318,
1553
- "step": 2000
1554
- },
1555
- {
1556
- "epoch": 16.112224448897795,
1557
- "grad_norm": 25.895992279052734,
1558
- "learning_rate": 1.0528673835125449e-05,
1559
- "loss": 0.3325,
1560
- "step": 2010
1561
- },
1562
- {
1563
- "epoch": 16.19238476953908,
1564
- "grad_norm": 22.940765380859375,
1565
- "learning_rate": 1.0304659498207886e-05,
1566
- "loss": 0.3384,
1567
- "step": 2020
1568
- },
1569
- {
1570
- "epoch": 16.272545090180362,
1571
- "grad_norm": 16.38847541809082,
1572
- "learning_rate": 1.0080645161290323e-05,
1573
- "loss": 0.3289,
1574
- "step": 2030
1575
- },
1576
- {
1577
- "epoch": 16.352705410821642,
1578
- "grad_norm": 15.670344352722168,
1579
- "learning_rate": 9.856630824372761e-06,
1580
- "loss": 0.3289,
1581
- "step": 2040
1582
- },
1583
- {
1584
- "epoch": 16.432865731462925,
1585
- "grad_norm": 16.80422019958496,
1586
- "learning_rate": 9.632616487455196e-06,
1587
- "loss": 0.3387,
1588
- "step": 2050
1589
- },
1590
- {
1591
- "epoch": 16.51302605210421,
1592
- "grad_norm": 17.764860153198242,
1593
- "learning_rate": 9.408602150537635e-06,
1594
- "loss": 0.3979,
1595
- "step": 2060
1596
- },
1597
- {
1598
- "epoch": 16.593186372745492,
1599
- "grad_norm": 18.336956024169922,
1600
- "learning_rate": 9.184587813620072e-06,
1601
- "loss": 0.4002,
1602
- "step": 2070
1603
- },
1604
- {
1605
- "epoch": 16.673346693386772,
1606
- "grad_norm": 16.667768478393555,
1607
- "learning_rate": 8.960573476702509e-06,
1608
- "loss": 0.3401,
1609
- "step": 2080
1610
- },
1611
- {
1612
- "epoch": 16.753507014028056,
1613
- "grad_norm": 15.367273330688477,
1614
- "learning_rate": 8.736559139784948e-06,
1615
- "loss": 0.4036,
1616
- "step": 2090
1617
- },
1618
- {
1619
- "epoch": 16.83366733466934,
1620
- "grad_norm": 22.505924224853516,
1621
- "learning_rate": 8.512544802867385e-06,
1622
- "loss": 0.3287,
1623
- "step": 2100
1624
- },
1625
- {
1626
- "epoch": 16.91382765531062,
1627
- "grad_norm": 17.039518356323242,
1628
- "learning_rate": 8.288530465949821e-06,
1629
- "loss": 0.3105,
1630
- "step": 2110
1631
- },
1632
- {
1633
- "epoch": 16.993987975951903,
1634
- "grad_norm": 24.149869918823242,
1635
- "learning_rate": 8.064516129032258e-06,
1636
- "loss": 0.354,
1637
- "step": 2120
1638
- },
1639
- {
1640
- "epoch": 16.993987975951903,
1641
- "eval_accuracy": 0.8528748590755355,
1642
- "eval_loss": 0.45945772528648376,
1643
- "eval_runtime": 16.5552,
1644
- "eval_samples_per_second": 107.156,
1645
- "eval_steps_per_second": 3.383,
1646
- "step": 2120
1647
- },
1648
- {
1649
- "epoch": 17.074148296593187,
1650
- "grad_norm": 23.050357818603516,
1651
- "learning_rate": 7.840501792114695e-06,
1652
- "loss": 0.3518,
1653
- "step": 2130
1654
- },
1655
- {
1656
- "epoch": 17.15430861723447,
1657
- "grad_norm": 17.574710845947266,
1658
- "learning_rate": 7.616487455197132e-06,
1659
- "loss": 0.3024,
1660
- "step": 2140
1661
- },
1662
- {
1663
- "epoch": 17.23446893787575,
1664
- "grad_norm": 27.150959014892578,
1665
- "learning_rate": 7.392473118279571e-06,
1666
- "loss": 0.3482,
1667
- "step": 2150
1668
- },
1669
- {
1670
- "epoch": 17.314629258517034,
1671
- "grad_norm": 25.671140670776367,
1672
- "learning_rate": 7.168458781362007e-06,
1673
- "loss": 0.3461,
1674
- "step": 2160
1675
- },
1676
- {
1677
- "epoch": 17.394789579158317,
1678
- "grad_norm": 23.23431968688965,
1679
- "learning_rate": 6.944444444444445e-06,
1680
- "loss": 0.3502,
1681
- "step": 2170
1682
- },
1683
- {
1684
- "epoch": 17.4749498997996,
1685
- "grad_norm": 25.251195907592773,
1686
- "learning_rate": 6.720430107526882e-06,
1687
- "loss": 0.3505,
1688
- "step": 2180
1689
- },
1690
- {
1691
- "epoch": 17.55511022044088,
1692
- "grad_norm": 18.16839027404785,
1693
- "learning_rate": 6.4964157706093195e-06,
1694
- "loss": 0.3401,
1695
- "step": 2190
1696
- },
1697
- {
1698
- "epoch": 17.635270541082164,
1699
- "grad_norm": 17.334238052368164,
1700
- "learning_rate": 6.2724014336917564e-06,
1701
- "loss": 0.3182,
1702
- "step": 2200
1703
- },
1704
- {
1705
- "epoch": 17.715430861723448,
1706
- "grad_norm": 23.427167892456055,
1707
- "learning_rate": 6.048387096774194e-06,
1708
- "loss": 0.2838,
1709
- "step": 2210
1710
- },
1711
- {
1712
- "epoch": 17.79559118236473,
1713
- "grad_norm": 25.35896110534668,
1714
- "learning_rate": 5.824372759856631e-06,
1715
- "loss": 0.31,
1716
- "step": 2220
1717
- },
1718
- {
1719
- "epoch": 17.87575150300601,
1720
- "grad_norm": 22.105119705200195,
1721
- "learning_rate": 5.600358422939068e-06,
1722
- "loss": 0.3231,
1723
- "step": 2230
1724
- },
1725
- {
1726
- "epoch": 17.955911823647295,
1727
- "grad_norm": 33.91689682006836,
1728
- "learning_rate": 5.376344086021506e-06,
1729
- "loss": 0.3304,
1730
- "step": 2240
1731
- },
1732
- {
1733
- "epoch": 17.995991983967937,
1734
- "eval_accuracy": 0.8562570462232244,
1735
- "eval_loss": 0.45429307222366333,
1736
- "eval_runtime": 17.1301,
1737
- "eval_samples_per_second": 103.561,
1738
- "eval_steps_per_second": 3.269,
1739
- "step": 2245
1740
- },
1741
- {
1742
- "epoch": 18.03607214428858,
1743
- "grad_norm": 17.72748374938965,
1744
- "learning_rate": 5.152329749103943e-06,
1745
- "loss": 0.3273,
1746
- "step": 2250
1747
- },
1748
- {
1749
- "epoch": 18.11623246492986,
1750
- "grad_norm": 15.051362991333008,
1751
- "learning_rate": 4.928315412186381e-06,
1752
- "loss": 0.2583,
1753
- "step": 2260
1754
- },
1755
- {
1756
- "epoch": 18.196392785571142,
1757
- "grad_norm": 15.139473915100098,
1758
- "learning_rate": 4.7043010752688175e-06,
1759
- "loss": 0.2711,
1760
- "step": 2270
1761
- },
1762
- {
1763
- "epoch": 18.276553106212425,
1764
- "grad_norm": 23.201719284057617,
1765
- "learning_rate": 4.4802867383512545e-06,
1766
- "loss": 0.3015,
1767
- "step": 2280
1768
- },
1769
- {
1770
- "epoch": 18.35671342685371,
1771
- "grad_norm": 30.31717872619629,
1772
- "learning_rate": 4.256272401433692e-06,
1773
- "loss": 0.321,
1774
- "step": 2290
1775
- },
1776
- {
1777
- "epoch": 18.43687374749499,
1778
- "grad_norm": 21.005664825439453,
1779
- "learning_rate": 4.032258064516129e-06,
1780
- "loss": 0.2887,
1781
- "step": 2300
1782
- },
1783
- {
1784
- "epoch": 18.517034068136272,
1785
- "grad_norm": 14.847023963928223,
1786
- "learning_rate": 3.808243727598566e-06,
1787
- "loss": 0.2821,
1788
- "step": 2310
1789
- },
1790
- {
1791
- "epoch": 18.597194388777556,
1792
- "grad_norm": 20.269981384277344,
1793
- "learning_rate": 3.5842293906810035e-06,
1794
- "loss": 0.2938,
1795
- "step": 2320
1796
- },
1797
- {
1798
- "epoch": 18.677354709418836,
1799
- "grad_norm": 18.943777084350586,
1800
- "learning_rate": 3.360215053763441e-06,
1801
- "loss": 0.2936,
1802
- "step": 2330
1803
- },
1804
- {
1805
- "epoch": 18.75751503006012,
1806
- "grad_norm": 17.58114242553711,
1807
- "learning_rate": 3.1362007168458782e-06,
1808
- "loss": 0.2801,
1809
- "step": 2340
1810
- },
1811
- {
1812
- "epoch": 18.837675350701403,
1813
- "grad_norm": 18.223283767700195,
1814
- "learning_rate": 2.9121863799283156e-06,
1815
- "loss": 0.2792,
1816
- "step": 2350
1817
- },
1818
- {
1819
- "epoch": 18.917835671342687,
1820
- "grad_norm": 19.910411834716797,
1821
- "learning_rate": 2.688172043010753e-06,
1822
- "loss": 0.3133,
1823
- "step": 2360
1824
- },
1825
- {
1826
- "epoch": 18.997995991983966,
1827
- "grad_norm": 18.749902725219727,
1828
- "learning_rate": 2.4641577060931903e-06,
1829
- "loss": 0.2849,
1830
- "step": 2370
1831
- },
1832
- {
1833
- "epoch": 18.997995991983966,
1834
- "eval_accuracy": 0.8607666290868095,
1835
- "eval_loss": 0.4698711931705475,
1836
- "eval_runtime": 16.5801,
1837
- "eval_samples_per_second": 106.996,
1838
- "eval_steps_per_second": 3.378,
1839
- "step": 2370
1840
- },
1841
- {
1842
- "epoch": 19.07815631262525,
1843
- "grad_norm": 16.722375869750977,
1844
- "learning_rate": 2.2401433691756272e-06,
1845
- "loss": 0.3041,
1846
- "step": 2380
1847
- },
1848
- {
1849
- "epoch": 19.158316633266534,
1850
- "grad_norm": 23.04833221435547,
1851
- "learning_rate": 2.0161290322580646e-06,
1852
- "loss": 0.301,
1853
- "step": 2390
1854
- },
1855
- {
1856
- "epoch": 19.238476953907817,
1857
- "grad_norm": 20.021759033203125,
1858
- "learning_rate": 1.7921146953405017e-06,
1859
- "loss": 0.2723,
1860
- "step": 2400
1861
- },
1862
- {
1863
- "epoch": 19.318637274549097,
1864
- "grad_norm": 18.34398078918457,
1865
- "learning_rate": 1.5681003584229391e-06,
1866
- "loss": 0.2484,
1867
- "step": 2410
1868
- },
1869
- {
1870
- "epoch": 19.39879759519038,
1871
- "grad_norm": 18.83694839477539,
1872
- "learning_rate": 1.3440860215053765e-06,
1873
- "loss": 0.3204,
1874
- "step": 2420
1875
- },
1876
- {
1877
- "epoch": 19.478957915831664,
1878
- "grad_norm": 16.674007415771484,
1879
- "learning_rate": 1.1200716845878136e-06,
1880
- "loss": 0.3034,
1881
- "step": 2430
1882
- },
1883
- {
1884
- "epoch": 19.559118236472948,
1885
- "grad_norm": 28.710783004760742,
1886
- "learning_rate": 8.960573476702509e-07,
1887
- "loss": 0.3078,
1888
- "step": 2440
1889
- },
1890
- {
1891
- "epoch": 19.639278557114228,
1892
- "grad_norm": 18.92753791809082,
1893
- "learning_rate": 6.720430107526882e-07,
1894
- "loss": 0.2644,
1895
- "step": 2450
1896
- },
1897
- {
1898
- "epoch": 19.71943887775551,
1899
- "grad_norm": 17.13638687133789,
1900
- "learning_rate": 4.4802867383512544e-07,
1901
- "loss": 0.2673,
1902
- "step": 2460
1903
- },
1904
- {
1905
- "epoch": 19.799599198396795,
1906
- "grad_norm": 18.35292625427246,
1907
- "learning_rate": 2.2401433691756272e-07,
1908
- "loss": 0.2569,
1909
- "step": 2470
1910
  },
1911
  {
1912
- "epoch": 19.879759519038075,
1913
- "grad_norm": 18.86850929260254,
1914
- "learning_rate": 0.0,
1915
- "loss": 0.2456,
1916
- "step": 2480
1917
- },
1918
- {
1919
- "epoch": 19.879759519038075,
1920
- "eval_accuracy": 0.8664036076662909,
1921
- "eval_loss": 0.4505213499069214,
1922
- "eval_runtime": 16.6944,
1923
- "eval_samples_per_second": 106.263,
1924
- "eval_steps_per_second": 3.354,
1925
- "step": 2480
1926
- },
1927
- {
1928
- "epoch": 19.879759519038075,
1929
- "step": 2480,
1930
- "total_flos": 8.259382470828884e+18,
1931
- "train_loss": 0.5719680822664691,
1932
- "train_runtime": 7149.119,
1933
- "train_samples_per_second": 44.654,
1934
- "train_steps_per_second": 0.347
1935
  }
1936
  ],
1937
  "logging_steps": 10,
1938
- "max_steps": 2480,
1939
  "num_input_tokens_seen": 0,
1940
- "num_train_epochs": 20,
1941
  "save_steps": 500,
1942
- "total_flos": 8.259382470828884e+18,
1943
- "train_batch_size": 32,
1944
  "trial_name": null,
1945
  "trial_params": null
1946
  }
 
1
  {
2
+ "best_metric": 0.8562570462232244,
3
+ "best_model_checkpoint": "dinov2-small-imagenet1k-1-layer-finetuned-galaxy10-decals/checkpoint-1750",
4
+ "epoch": 29.76,
5
  "eval_steps": 500,
6
+ "global_step": 1860,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
+ "epoch": 0.16,
13
+ "learning_rate": 2.688172043010753e-06,
14
+ "loss": 2.558,
 
15
  "step": 10
16
  },
17
  {
18
+ "epoch": 0.32,
19
+ "learning_rate": 5.376344086021506e-06,
20
+ "loss": 2.0637,
 
21
  "step": 20
22
  },
23
  {
24
+ "epoch": 0.48,
25
+ "learning_rate": 8.064516129032258e-06,
26
+ "loss": 1.6881,
 
27
  "step": 30
28
  },
29
  {
30
+ "epoch": 0.64,
31
+ "learning_rate": 1.0752688172043012e-05,
32
+ "loss": 1.4019,
 
33
  "step": 40
34
  },
35
  {
36
+ "epoch": 0.8,
37
+ "learning_rate": 1.3440860215053763e-05,
38
+ "loss": 1.2171,
 
39
  "step": 50
40
  },
41
  {
42
+ "epoch": 0.96,
43
+ "learning_rate": 1.6129032258064517e-05,
44
+ "loss": 1.0027,
 
45
  "step": 60
46
  },
47
  {
48
+ "epoch": 0.99,
49
+ "eval_accuracy": 0.7080045095828635,
50
+ "eval_f1": 0.7016603472901116,
51
+ "eval_loss": 0.8262113928794861,
52
+ "eval_precision": 0.7230853006708634,
53
+ "eval_recall": 0.7080045095828635,
54
+ "eval_runtime": 10.7016,
55
+ "eval_samples_per_second": 165.77,
56
+ "eval_steps_per_second": 2.616,
57
+ "step": 62
58
+ },
59
+ {
60
+ "epoch": 1.12,
61
+ "learning_rate": 1.881720430107527e-05,
62
+ "loss": 0.9389,
63
  "step": 70
64
  },
65
  {
66
+ "epoch": 1.28,
67
+ "learning_rate": 2.1505376344086024e-05,
68
+ "loss": 0.9166,
 
69
  "step": 80
70
  },
71
  {
72
+ "epoch": 1.44,
73
+ "learning_rate": 2.4193548387096777e-05,
74
+ "loss": 0.8792,
 
75
  "step": 90
76
  },
77
  {
78
+ "epoch": 1.6,
79
+ "learning_rate": 2.6881720430107527e-05,
80
+ "loss": 0.8329,
 
81
  "step": 100
82
  },
83
  {
84
+ "epoch": 1.76,
85
+ "learning_rate": 2.9569892473118284e-05,
86
+ "loss": 0.7826,
 
87
  "step": 110
88
  },
89
  {
90
+ "epoch": 1.92,
91
+ "learning_rate": 3.2258064516129034e-05,
92
+ "loss": 0.8374,
 
93
  "step": 120
94
  },
95
  {
96
+ "epoch": 2.0,
97
+ "eval_accuracy": 0.7948139797068771,
98
+ "eval_f1": 0.789920738225672,
99
+ "eval_loss": 0.612916111946106,
100
+ "eval_precision": 0.7960304264137663,
101
+ "eval_recall": 0.7948139797068771,
102
+ "eval_runtime": 9.6957,
103
+ "eval_samples_per_second": 182.968,
104
+ "eval_steps_per_second": 2.888,
105
+ "step": 125
106
  },
107
  {
108
+ "epoch": 2.08,
109
+ "learning_rate": 3.494623655913979e-05,
110
+ "loss": 0.804,
 
111
  "step": 130
112
  },
113
  {
114
+ "epoch": 2.24,
115
+ "learning_rate": 3.763440860215054e-05,
116
+ "loss": 0.8107,
 
117
  "step": 140
118
  },
119
  {
120
+ "epoch": 2.4,
121
+ "learning_rate": 4.032258064516129e-05,
122
+ "loss": 0.791,
 
123
  "step": 150
124
  },
125
  {
126
+ "epoch": 2.56,
127
+ "learning_rate": 4.301075268817205e-05,
128
+ "loss": 0.7538,
 
129
  "step": 160
130
  },
131
  {
132
+ "epoch": 2.72,
133
+ "learning_rate": 4.56989247311828e-05,
134
+ "loss": 0.7667,
 
135
  "step": 170
136
  },
137
  {
138
+ "epoch": 2.88,
139
+ "learning_rate": 4.8387096774193554e-05,
140
+ "loss": 0.7753,
 
141
  "step": 180
142
  },
143
  {
144
+ "epoch": 2.99,
145
+ "eval_accuracy": 0.7891770011273957,
146
+ "eval_f1": 0.7786862536985929,
147
+ "eval_loss": 0.6555072665214539,
148
+ "eval_precision": 0.792054417969131,
149
+ "eval_recall": 0.7891770011273957,
150
+ "eval_runtime": 9.4242,
151
+ "eval_samples_per_second": 188.238,
152
+ "eval_steps_per_second": 2.971,
153
+ "step": 187
154
+ },
155
+ {
156
+ "epoch": 3.04,
157
+ "learning_rate": 4.98805256869773e-05,
158
+ "loss": 0.8543,
159
  "step": 190
160
  },
161
  {
162
+ "epoch": 3.2,
163
+ "learning_rate": 4.9581839904420555e-05,
164
+ "loss": 0.7868,
 
165
  "step": 200
166
  },
167
  {
168
+ "epoch": 3.36,
169
+ "learning_rate": 4.92831541218638e-05,
170
+ "loss": 0.7524,
 
171
  "step": 210
172
  },
173
  {
174
+ "epoch": 3.52,
175
+ "learning_rate": 4.898446833930705e-05,
176
+ "loss": 0.803,
 
177
  "step": 220
178
  },
179
  {
180
+ "epoch": 3.68,
181
+ "learning_rate": 4.86857825567503e-05,
182
+ "loss": 0.7192,
 
183
  "step": 230
184
  },
185
  {
186
+ "epoch": 3.84,
 
187
  "learning_rate": 4.8387096774193554e-05,
188
+ "loss": 0.7813,
189
  "step": 240
190
  },
191
  {
192
+ "epoch": 4.0,
193
+ "learning_rate": 4.80884109916368e-05,
194
+ "loss": 0.7165,
195
+ "step": 250
 
 
 
196
  },
197
  {
198
+ "epoch": 4.0,
199
+ "eval_accuracy": 0.8004509582863585,
200
+ "eval_f1": 0.7970428033398866,
201
+ "eval_loss": 0.5862058401107788,
202
+ "eval_precision": 0.8052638185635553,
203
+ "eval_recall": 0.8004509582863585,
204
+ "eval_runtime": 9.4111,
205
+ "eval_samples_per_second": 188.5,
206
+ "eval_steps_per_second": 2.975,
207
  "step": 250
208
  },
209
  {
210
+ "epoch": 4.16,
211
+ "learning_rate": 4.778972520908005e-05,
212
+ "loss": 0.728,
 
213
  "step": 260
214
  },
215
  {
216
+ "epoch": 4.32,
217
+ "learning_rate": 4.74910394265233e-05,
218
+ "loss": 0.7121,
 
219
  "step": 270
220
  },
221
  {
222
+ "epoch": 4.48,
223
+ "learning_rate": 4.7192353643966546e-05,
224
+ "loss": 0.6889,
 
225
  "step": 280
226
  },
227
  {
228
+ "epoch": 4.64,
229
+ "learning_rate": 4.6893667861409805e-05,
230
+ "loss": 0.6748,
 
231
  "step": 290
232
  },
233
  {
234
+ "epoch": 4.8,
235
+ "learning_rate": 4.659498207885305e-05,
236
+ "loss": 0.7071,
 
237
  "step": 300
238
  },
239
  {
240
+ "epoch": 4.96,
241
+ "learning_rate": 4.62962962962963e-05,
242
+ "loss": 0.6477,
 
243
  "step": 310
244
  },
245
  {
246
+ "epoch": 4.99,
247
+ "eval_accuracy": 0.7965050732807215,
248
+ "eval_f1": 0.7985277928131062,
249
+ "eval_loss": 0.6183481216430664,
250
+ "eval_precision": 0.8118777372534622,
251
+ "eval_recall": 0.7965050732807215,
252
+ "eval_runtime": 9.6246,
253
+ "eval_samples_per_second": 184.32,
254
+ "eval_steps_per_second": 2.909,
255
+ "step": 312
256
+ },
257
+ {
258
+ "epoch": 5.12,
259
+ "learning_rate": 4.5997610513739546e-05,
260
+ "loss": 0.6682,
261
  "step": 320
262
  },
263
  {
264
+ "epoch": 5.28,
265
+ "learning_rate": 4.56989247311828e-05,
266
+ "loss": 0.6595,
 
267
  "step": 330
268
  },
269
  {
270
+ "epoch": 5.44,
271
+ "learning_rate": 4.540023894862604e-05,
272
+ "loss": 0.6427,
 
273
  "step": 340
274
  },
275
  {
276
+ "epoch": 5.6,
277
+ "learning_rate": 4.51015531660693e-05,
278
+ "loss": 0.6044,
 
279
  "step": 350
280
  },
281
  {
282
+ "epoch": 5.76,
283
+ "learning_rate": 4.4802867383512545e-05,
284
+ "loss": 0.6392,
 
285
  "step": 360
286
  },
287
  {
288
+ "epoch": 5.92,
289
+ "learning_rate": 4.4504181600955796e-05,
290
+ "loss": 0.6892,
 
291
  "step": 370
292
  },
293
  {
294
+ "epoch": 6.0,
295
+ "eval_accuracy": 0.8246899661781285,
296
+ "eval_f1": 0.8194968508495551,
297
+ "eval_loss": 0.530994176864624,
298
+ "eval_precision": 0.8274763562734486,
299
+ "eval_recall": 0.8246899661781285,
300
+ "eval_runtime": 9.4059,
301
+ "eval_samples_per_second": 188.605,
302
+ "eval_steps_per_second": 2.977,
303
+ "step": 375
304
  },
305
  {
306
+ "epoch": 6.08,
307
+ "learning_rate": 4.420549581839905e-05,
308
+ "loss": 0.6048,
 
309
  "step": 380
310
  },
311
  {
312
+ "epoch": 6.24,
313
+ "learning_rate": 4.390681003584229e-05,
314
+ "loss": 0.6048,
 
315
  "step": 390
316
  },
317
  {
318
+ "epoch": 6.4,
319
+ "learning_rate": 4.360812425328555e-05,
320
+ "loss": 0.5979,
 
321
  "step": 400
322
  },
323
  {
324
+ "epoch": 6.56,
325
+ "learning_rate": 4.3309438470728796e-05,
326
+ "loss": 0.599,
 
327
  "step": 410
328
  },
329
  {
330
+ "epoch": 6.72,
331
+ "learning_rate": 4.301075268817205e-05,
332
+ "loss": 0.5938,
 
333
  "step": 420
334
  },
335
  {
336
+ "epoch": 6.88,
337
+ "learning_rate": 4.271206690561529e-05,
338
+ "loss": 0.6171,
 
339
  "step": 430
340
  },
341
  {
342
+ "epoch": 6.99,
343
+ "eval_accuracy": 0.8083427282976324,
344
+ "eval_f1": 0.8021700130993371,
345
+ "eval_loss": 0.5677684545516968,
346
+ "eval_precision": 0.8157285448675808,
347
+ "eval_recall": 0.8083427282976324,
348
+ "eval_runtime": 9.4301,
349
+ "eval_samples_per_second": 188.121,
350
+ "eval_steps_per_second": 2.969,
351
+ "step": 437
352
+ },
353
+ {
354
+ "epoch": 7.04,
355
+ "learning_rate": 4.241338112305854e-05,
356
+ "loss": 0.6715,
357
  "step": 440
358
  },
359
  {
360
+ "epoch": 7.2,
361
+ "learning_rate": 4.2114695340501795e-05,
362
+ "loss": 0.6297,
 
363
  "step": 450
364
  },
365
  {
366
+ "epoch": 7.36,
367
+ "learning_rate": 4.1816009557945046e-05,
368
+ "loss": 0.5852,
 
369
  "step": 460
370
  },
371
  {
372
+ "epoch": 7.52,
373
+ "learning_rate": 4.15173237753883e-05,
374
+ "loss": 0.6125,
 
375
  "step": 470
376
  },
377
  {
378
+ "epoch": 7.68,
379
+ "learning_rate": 4.121863799283154e-05,
380
+ "loss": 0.5598,
 
381
  "step": 480
382
  },
383
  {
384
+ "epoch": 7.84,
385
+ "learning_rate": 4.0919952210274794e-05,
386
+ "loss": 0.5845,
 
387
  "step": 490
388
  },
389
  {
390
+ "epoch": 8.0,
391
+ "learning_rate": 4.062126642771804e-05,
392
+ "loss": 0.55,
393
+ "step": 500
394
+ },
395
+ {
396
+ "epoch": 8.0,
397
+ "eval_accuracy": 0.8325817361894025,
398
+ "eval_f1": 0.8316011722287234,
399
+ "eval_loss": 0.49609655141830444,
400
+ "eval_precision": 0.8352811642513641,
401
+ "eval_recall": 0.8325817361894025,
402
+ "eval_runtime": 9.446,
403
+ "eval_samples_per_second": 187.804,
404
+ "eval_steps_per_second": 2.964,
405
  "step": 500
406
  },
407
  {
408
+ "epoch": 8.16,
409
+ "learning_rate": 4.032258064516129e-05,
410
+ "loss": 0.5259,
 
411
  "step": 510
412
  },
413
  {
414
+ "epoch": 8.32,
415
+ "learning_rate": 4.002389486260454e-05,
416
+ "loss": 0.5585,
 
417
  "step": 520
418
  },
419
  {
420
+ "epoch": 8.48,
421
+ "learning_rate": 3.972520908004779e-05,
422
+ "loss": 0.5927,
 
423
  "step": 530
424
  },
425
  {
426
+ "epoch": 8.64,
427
+ "learning_rate": 3.9426523297491045e-05,
428
+ "loss": 0.5585,
 
429
  "step": 540
430
  },
431
  {
432
+ "epoch": 8.8,
433
+ "learning_rate": 3.912783751493429e-05,
434
+ "loss": 0.5732,
 
435
  "step": 550
436
  },
437
  {
438
+ "epoch": 8.96,
439
+ "learning_rate": 3.882915173237754e-05,
440
+ "loss": 0.5615,
 
441
  "step": 560
442
  },
443
  {
444
+ "epoch": 8.99,
445
+ "eval_accuracy": 0.830890642615558,
446
+ "eval_f1": 0.8274241002805047,
447
+ "eval_loss": 0.5032677054405212,
448
+ "eval_precision": 0.831185175749917,
449
+ "eval_recall": 0.830890642615558,
450
+ "eval_runtime": 9.45,
451
+ "eval_samples_per_second": 187.725,
452
+ "eval_steps_per_second": 2.963,
453
+ "step": 562
454
+ },
455
+ {
456
+ "epoch": 9.12,
457
+ "learning_rate": 3.8530465949820786e-05,
458
+ "loss": 0.5505,
459
  "step": 570
460
  },
461
  {
462
+ "epoch": 9.28,
463
+ "learning_rate": 3.8231780167264044e-05,
464
+ "loss": 0.5101,
 
465
  "step": 580
466
  },
467
  {
468
+ "epoch": 9.44,
469
+ "learning_rate": 3.793309438470729e-05,
470
+ "loss": 0.5215,
 
471
  "step": 590
472
  },
473
  {
474
+ "epoch": 9.6,
475
+ "learning_rate": 3.763440860215054e-05,
476
+ "loss": 0.5503,
 
477
  "step": 600
478
  },
479
  {
480
+ "epoch": 9.76,
481
+ "learning_rate": 3.7335722819593785e-05,
482
+ "loss": 0.5045,
 
483
  "step": 610
484
  },
485
  {
486
+ "epoch": 9.92,
487
+ "learning_rate": 3.7037037037037037e-05,
488
+ "loss": 0.5107,
 
489
  "step": 620
490
  },
491
  {
492
+ "epoch": 10.0,
493
+ "eval_accuracy": 0.8190529875986471,
494
+ "eval_f1": 0.8152076243657725,
495
+ "eval_loss": 0.5162058472633362,
496
+ "eval_precision": 0.8163659955266428,
497
+ "eval_recall": 0.8190529875986471,
498
+ "eval_runtime": 9.4412,
499
+ "eval_samples_per_second": 187.9,
500
+ "eval_steps_per_second": 2.966,
501
+ "step": 625
502
  },
503
  {
504
+ "epoch": 10.08,
505
+ "learning_rate": 3.673835125448029e-05,
506
+ "loss": 0.5196,
 
507
  "step": 630
508
  },
509
  {
510
+ "epoch": 10.24,
511
+ "learning_rate": 3.643966547192354e-05,
512
+ "loss": 0.5125,
 
513
  "step": 640
514
  },
515
  {
516
+ "epoch": 10.4,
517
+ "learning_rate": 3.614097968936679e-05,
518
+ "loss": 0.5879,
 
519
  "step": 650
520
  },
521
  {
522
+ "epoch": 10.56,
523
+ "learning_rate": 3.5842293906810036e-05,
524
+ "loss": 0.5195,
 
525
  "step": 660
526
  },
527
  {
528
+ "epoch": 10.72,
529
+ "learning_rate": 3.554360812425329e-05,
530
+ "loss": 0.4909,
 
531
  "step": 670
532
  },
533
  {
534
+ "epoch": 10.88,
535
+ "learning_rate": 3.524492234169653e-05,
536
+ "loss": 0.5237,
 
537
  "step": 680
538
  },
539
  {
540
+ "epoch": 10.99,
541
+ "eval_accuracy": 0.8421645997745209,
542
+ "eval_f1": 0.8381375195281238,
543
+ "eval_loss": 0.4789753556251526,
544
+ "eval_precision": 0.8451751547830025,
545
+ "eval_recall": 0.8421645997745209,
546
+ "eval_runtime": 9.4165,
547
+ "eval_samples_per_second": 188.392,
548
+ "eval_steps_per_second": 2.973,
549
+ "step": 687
550
+ },
551
+ {
552
+ "epoch": 11.04,
553
+ "learning_rate": 3.494623655913979e-05,
554
+ "loss": 0.4974,
555
  "step": 690
556
  },
557
  {
558
+ "epoch": 11.2,
559
+ "learning_rate": 3.4647550776583035e-05,
560
+ "loss": 0.4889,
 
561
  "step": 700
562
  },
563
  {
564
+ "epoch": 11.36,
565
+ "learning_rate": 3.4348864994026287e-05,
566
+ "loss": 0.4849,
 
567
  "step": 710
568
  },
569
  {
570
+ "epoch": 11.52,
571
+ "learning_rate": 3.405017921146954e-05,
572
+ "loss": 0.4964,
 
573
  "step": 720
574
  },
575
  {
576
+ "epoch": 11.68,
577
+ "learning_rate": 3.375149342891278e-05,
578
+ "loss": 0.5049,
 
579
  "step": 730
580
  },
581
  {
582
+ "epoch": 11.84,
583
+ "learning_rate": 3.3452807646356034e-05,
584
+ "loss": 0.4907,
 
585
  "step": 740
586
  },
587
  {
588
+ "epoch": 12.0,
589
+ "learning_rate": 3.3154121863799286e-05,
590
+ "loss": 0.4954,
591
+ "step": 750
 
 
 
592
  },
593
  {
594
+ "epoch": 12.0,
595
+ "eval_accuracy": 0.8421645997745209,
596
+ "eval_f1": 0.8372920175463381,
597
+ "eval_loss": 0.4781884253025055,
598
+ "eval_precision": 0.8430155601755086,
599
+ "eval_recall": 0.8421645997745209,
600
+ "eval_runtime": 9.4751,
601
+ "eval_samples_per_second": 187.227,
602
+ "eval_steps_per_second": 2.955,
603
  "step": 750
604
  },
605
  {
606
+ "epoch": 12.16,
607
+ "learning_rate": 3.285543608124254e-05,
608
+ "loss": 0.4693,
 
609
  "step": 760
610
  },
611
  {
612
+ "epoch": 12.32,
613
+ "learning_rate": 3.255675029868578e-05,
614
+ "loss": 0.4387,
 
615
  "step": 770
616
  },
617
  {
618
+ "epoch": 12.48,
619
+ "learning_rate": 3.2258064516129034e-05,
620
+ "loss": 0.4934,
 
621
  "step": 780
622
  },
623
  {
624
+ "epoch": 12.64,
625
+ "learning_rate": 3.195937873357228e-05,
626
+ "loss": 0.471,
 
627
  "step": 790
628
  },
629
  {
630
+ "epoch": 12.8,
631
+ "learning_rate": 3.1660692951015537e-05,
632
+ "loss": 0.4691,
 
633
  "step": 800
634
  },
635
  {
636
+ "epoch": 12.96,
637
+ "learning_rate": 3.136200716845878e-05,
638
+ "loss": 0.4887,
 
639
  "step": 810
640
  },
641
  {
642
+ "epoch": 12.99,
643
+ "eval_accuracy": 0.8370913190529876,
644
+ "eval_f1": 0.8358084111631787,
645
+ "eval_loss": 0.46888935565948486,
646
+ "eval_precision": 0.8394938653593303,
647
+ "eval_recall": 0.8370913190529876,
648
+ "eval_runtime": 9.4084,
649
+ "eval_samples_per_second": 188.555,
650
+ "eval_steps_per_second": 2.976,
651
+ "step": 812
652
+ },
653
+ {
654
+ "epoch": 13.12,
655
+ "learning_rate": 3.106332138590203e-05,
656
+ "loss": 0.4613,
657
  "step": 820
658
  },
659
  {
660
+ "epoch": 13.28,
661
+ "learning_rate": 3.0764635603345284e-05,
662
+ "loss": 0.4439,
 
663
  "step": 830
664
  },
665
  {
666
+ "epoch": 13.44,
667
+ "learning_rate": 3.046594982078853e-05,
668
+ "loss": 0.5005,
 
669
  "step": 840
670
  },
671
  {
672
+ "epoch": 13.6,
673
+ "learning_rate": 3.016726403823178e-05,
674
+ "loss": 0.4262,
 
675
  "step": 850
676
  },
677
  {
678
+ "epoch": 13.76,
679
+ "learning_rate": 2.9868578255675032e-05,
680
+ "loss": 0.4866,
 
681
  "step": 860
682
  },
683
  {
684
+ "epoch": 13.92,
685
+ "learning_rate": 2.9569892473118284e-05,
686
+ "loss": 0.4629,
 
687
  "step": 870
688
  },
689
  {
690
+ "epoch": 14.0,
691
+ "eval_accuracy": 0.8523111612175873,
692
+ "eval_f1": 0.8502117923643765,
693
+ "eval_loss": 0.45412173867225647,
694
+ "eval_precision": 0.8500083028083808,
695
+ "eval_recall": 0.8523111612175873,
696
+ "eval_runtime": 9.4205,
697
+ "eval_samples_per_second": 188.313,
698
+ "eval_steps_per_second": 2.972,
699
+ "step": 875
700
  },
701
  {
702
+ "epoch": 14.08,
703
+ "learning_rate": 2.9271206690561532e-05,
704
+ "loss": 0.4421,
 
705
  "step": 880
706
  },
707
  {
708
+ "epoch": 14.24,
709
+ "learning_rate": 2.897252090800478e-05,
710
+ "loss": 0.3844,
 
711
  "step": 890
712
  },
713
  {
714
+ "epoch": 14.4,
715
+ "learning_rate": 2.8673835125448028e-05,
716
+ "loss": 0.4462,
 
717
  "step": 900
718
  },
719
  {
720
+ "epoch": 14.56,
721
+ "learning_rate": 2.8375149342891276e-05,
722
+ "loss": 0.4703,
 
723
  "step": 910
724
  },
725
  {
726
+ "epoch": 14.72,
727
+ "learning_rate": 2.807646356033453e-05,
728
+ "loss": 0.4755,
 
729
  "step": 920
730
  },
731
  {
732
+ "epoch": 14.88,
733
+ "learning_rate": 2.777777777777778e-05,
734
+ "loss": 0.4486,
 
735
  "step": 930
736
  },
737
  {
738
+ "epoch": 14.99,
739
+ "eval_accuracy": 0.8404735062006764,
740
+ "eval_f1": 0.8394262955931711,
741
+ "eval_loss": 0.4754864275455475,
742
+ "eval_precision": 0.8400472182964517,
743
+ "eval_recall": 0.8404735062006764,
744
+ "eval_runtime": 9.6429,
745
+ "eval_samples_per_second": 183.97,
746
+ "eval_steps_per_second": 2.904,
747
+ "step": 937
748
+ },
749
+ {
750
+ "epoch": 15.04,
751
+ "learning_rate": 2.747909199522103e-05,
752
+ "loss": 0.4446,
753
  "step": 940
754
  },
755
  {
756
+ "epoch": 15.2,
757
+ "learning_rate": 2.718040621266428e-05,
758
+ "loss": 0.4243,
 
759
  "step": 950
760
  },
761
  {
762
+ "epoch": 15.36,
763
+ "learning_rate": 2.6881720430107527e-05,
764
+ "loss": 0.4136,
 
765
  "step": 960
766
  },
767
  {
768
+ "epoch": 15.52,
769
+ "learning_rate": 2.6583034647550775e-05,
770
+ "loss": 0.4471,
 
771
  "step": 970
772
  },
773
  {
774
+ "epoch": 15.68,
775
+ "learning_rate": 2.628434886499403e-05,
776
+ "loss": 0.3961,
 
777
  "step": 980
778
  },
779
  {
780
+ "epoch": 15.84,
781
+ "learning_rate": 2.5985663082437278e-05,
782
+ "loss": 0.4334,
 
783
  "step": 990
784
  },
785
  {
786
+ "epoch": 16.0,
787
+ "learning_rate": 2.5686977299880526e-05,
788
+ "loss": 0.4361,
789
+ "step": 1000
 
 
 
790
  },
791
  {
792
+ "epoch": 16.0,
793
+ "eval_accuracy": 0.8370913190529876,
794
+ "eval_f1": 0.8369915773538048,
795
+ "eval_loss": 0.47626104950904846,
796
+ "eval_precision": 0.8391572358322159,
797
+ "eval_recall": 0.8370913190529876,
798
+ "eval_runtime": 9.6357,
799
+ "eval_samples_per_second": 184.107,
800
+ "eval_steps_per_second": 2.906,
801
  "step": 1000
802
  },
803
  {
804
+ "epoch": 16.16,
805
+ "learning_rate": 2.5388291517323774e-05,
806
+ "loss": 0.4227,
 
807
  "step": 1010
808
  },
809
  {
810
+ "epoch": 16.32,
811
+ "learning_rate": 2.5089605734767026e-05,
812
+ "loss": 0.3709,
 
813
  "step": 1020
814
  },
815
  {
816
+ "epoch": 16.48,
817
+ "learning_rate": 2.4790919952210277e-05,
818
+ "loss": 0.3767,
 
819
  "step": 1030
820
  },
821
  {
822
+ "epoch": 16.64,
823
+ "learning_rate": 2.4492234169653525e-05,
824
+ "loss": 0.4753,
 
825
  "step": 1040
826
  },
827
  {
828
+ "epoch": 16.8,
829
+ "learning_rate": 2.4193548387096777e-05,
830
+ "loss": 0.41,
 
831
  "step": 1050
832
  },
833
  {
834
+ "epoch": 16.96,
835
+ "learning_rate": 2.3894862604540025e-05,
836
+ "loss": 0.3833,
 
837
  "step": 1060
838
  },
839
  {
840
+ "epoch": 16.99,
841
+ "eval_accuracy": 0.8416009019165727,
842
+ "eval_f1": 0.8396254917954661,
843
+ "eval_loss": 0.4982186257839203,
844
+ "eval_precision": 0.8428664297953069,
845
+ "eval_recall": 0.8416009019165727,
846
+ "eval_runtime": 9.4953,
847
+ "eval_samples_per_second": 186.829,
848
+ "eval_steps_per_second": 2.949,
849
+ "step": 1062
850
+ },
851
+ {
852
+ "epoch": 17.12,
853
+ "learning_rate": 2.3596176821983273e-05,
854
+ "loss": 0.4147,
855
  "step": 1070
856
  },
857
  {
858
+ "epoch": 17.28,
859
+ "learning_rate": 2.3297491039426525e-05,
860
+ "loss": 0.411,
 
861
  "step": 1080
862
  },
863
  {
864
+ "epoch": 17.44,
865
+ "learning_rate": 2.2998805256869773e-05,
866
+ "loss": 0.4258,
 
867
  "step": 1090
868
  },
869
  {
870
+ "epoch": 17.6,
871
+ "learning_rate": 2.270011947431302e-05,
872
+ "loss": 0.4165,
 
873
  "step": 1100
874
  },
875
  {
876
+ "epoch": 17.76,
877
+ "learning_rate": 2.2401433691756272e-05,
878
+ "loss": 0.3852,
 
879
  "step": 1110
880
  },
881
  {
882
+ "epoch": 17.92,
883
+ "learning_rate": 2.2102747909199524e-05,
884
+ "loss": 0.3788,
 
885
  "step": 1120
886
  },
887
  {
888
+ "epoch": 18.0,
889
+ "eval_accuracy": 0.8291995490417137,
890
+ "eval_f1": 0.826730633772571,
891
+ "eval_loss": 0.5631851553916931,
892
+ "eval_precision": 0.836503982215401,
893
+ "eval_recall": 0.8291995490417137,
894
+ "eval_runtime": 9.4,
895
+ "eval_samples_per_second": 188.724,
896
+ "eval_steps_per_second": 2.979,
897
+ "step": 1125
898
  },
899
  {
900
+ "epoch": 18.08,
901
+ "learning_rate": 2.1804062126642775e-05,
902
+ "loss": 0.4057,
 
903
  "step": 1130
904
  },
905
  {
906
+ "epoch": 18.24,
907
+ "learning_rate": 2.1505376344086024e-05,
908
+ "loss": 0.356,
 
909
  "step": 1140
910
  },
911
  {
912
+ "epoch": 18.4,
913
+ "learning_rate": 2.120669056152927e-05,
914
+ "loss": 0.3455,
 
915
  "step": 1150
916
  },
917
  {
918
+ "epoch": 18.56,
919
+ "learning_rate": 2.0908004778972523e-05,
920
+ "loss": 0.3733,
 
921
  "step": 1160
922
  },
923
  {
924
+ "epoch": 18.72,
925
+ "learning_rate": 2.060931899641577e-05,
926
+ "loss": 0.3674,
 
927
  "step": 1170
928
  },
929
  {
930
+ "epoch": 18.88,
931
+ "learning_rate": 2.031063321385902e-05,
932
+ "loss": 0.3722,
 
933
  "step": 1180
934
  },
935
  {
936
+ "epoch": 18.99,
937
+ "eval_accuracy": 0.8387824126268321,
938
+ "eval_f1": 0.8356991631458416,
939
+ "eval_loss": 0.5161823034286499,
940
+ "eval_precision": 0.8364077463920019,
941
+ "eval_recall": 0.8387824126268321,
942
+ "eval_runtime": 9.4455,
943
+ "eval_samples_per_second": 187.814,
944
+ "eval_steps_per_second": 2.964,
945
+ "step": 1187
946
+ },
947
+ {
948
+ "epoch": 19.04,
949
+ "learning_rate": 2.001194743130227e-05,
950
+ "loss": 0.377,
951
  "step": 1190
952
  },
953
  {
954
+ "epoch": 19.2,
955
+ "learning_rate": 1.9713261648745522e-05,
956
+ "loss": 0.3445,
 
957
  "step": 1200
958
  },
959
  {
960
+ "epoch": 19.36,
961
+ "learning_rate": 1.941457586618877e-05,
962
+ "loss": 0.3634,
 
963
  "step": 1210
964
  },
965
  {
966
+ "epoch": 19.52,
967
+ "learning_rate": 1.9115890083632022e-05,
968
+ "loss": 0.37,
 
969
  "step": 1220
970
  },
971
  {
972
+ "epoch": 19.68,
973
+ "learning_rate": 1.881720430107527e-05,
974
+ "loss": 0.3587,
 
975
  "step": 1230
976
  },
977
  {
978
+ "epoch": 19.84,
979
+ "learning_rate": 1.8518518518518518e-05,
980
+ "loss": 0.3676,
 
981
  "step": 1240
982
  },
983
  {
984
+ "epoch": 20.0,
985
+ "learning_rate": 1.821983273596177e-05,
986
+ "loss": 0.3467,
987
+ "step": 1250
 
 
 
988
  },
989
  {
990
+ "epoch": 20.0,
991
+ "eval_accuracy": 0.8399098083427283,
992
+ "eval_f1": 0.8341879072603243,
993
+ "eval_loss": 0.512520968914032,
994
+ "eval_precision": 0.8356956407334528,
995
+ "eval_recall": 0.8399098083427283,
996
+ "eval_runtime": 9.3979,
997
+ "eval_samples_per_second": 188.765,
998
+ "eval_steps_per_second": 2.979,
999
  "step": 1250
1000
  },
1001
  {
1002
+ "epoch": 20.16,
1003
+ "learning_rate": 1.7921146953405018e-05,
1004
+ "loss": 0.3306,
 
1005
  "step": 1260
1006
  },
1007
  {
1008
+ "epoch": 20.32,
1009
+ "learning_rate": 1.7622461170848266e-05,
1010
+ "loss": 0.3441,
 
1011
  "step": 1270
1012
  },
1013
  {
1014
+ "epoch": 20.48,
1015
+ "learning_rate": 1.7323775388291518e-05,
1016
+ "loss": 0.3275,
 
1017
  "step": 1280
1018
  },
1019
  {
1020
+ "epoch": 20.64,
1021
+ "learning_rate": 1.702508960573477e-05,
1022
+ "loss": 0.3437,
 
1023
  "step": 1290
1024
  },
1025
  {
1026
+ "epoch": 20.8,
1027
+ "learning_rate": 1.6726403823178017e-05,
1028
+ "loss": 0.3654,
 
1029
  "step": 1300
1030
  },
1031
  {
1032
+ "epoch": 20.96,
1033
+ "learning_rate": 1.642771804062127e-05,
1034
+ "loss": 0.3518,
 
1035
  "step": 1310
1036
  },
1037
  {
1038
+ "epoch": 20.99,
1039
+ "eval_accuracy": 0.830890642615558,
1040
+ "eval_f1": 0.8276459982195031,
1041
+ "eval_loss": 0.5569064617156982,
1042
+ "eval_precision": 0.8326824734829679,
1043
+ "eval_recall": 0.830890642615558,
1044
+ "eval_runtime": 9.4092,
1045
+ "eval_samples_per_second": 188.538,
1046
+ "eval_steps_per_second": 2.976,
1047
+ "step": 1312
1048
+ },
1049
+ {
1050
+ "epoch": 21.12,
1051
+ "learning_rate": 1.6129032258064517e-05,
1052
+ "loss": 0.3096,
1053
  "step": 1320
1054
  },
1055
  {
1056
+ "epoch": 21.28,
1057
+ "learning_rate": 1.5830346475507768e-05,
1058
+ "loss": 0.3105,
 
1059
  "step": 1330
1060
  },
1061
  {
1062
+ "epoch": 21.44,
1063
+ "learning_rate": 1.5531660692951016e-05,
1064
+ "loss": 0.3231,
 
1065
  "step": 1340
1066
  },
1067
  {
1068
+ "epoch": 21.6,
1069
+ "learning_rate": 1.5232974910394265e-05,
1070
+ "loss": 0.3348,
 
1071
  "step": 1350
1072
  },
1073
  {
1074
+ "epoch": 21.76,
1075
+ "learning_rate": 1.4934289127837516e-05,
1076
+ "loss": 0.3267,
 
1077
  "step": 1360
1078
  },
1079
  {
1080
+ "epoch": 21.92,
1081
+ "learning_rate": 1.4635603345280766e-05,
1082
+ "loss": 0.3432,
 
1083
  "step": 1370
1084
  },
1085
  {
1086
+ "epoch": 22.0,
1087
+ "eval_accuracy": 0.8483652762119503,
1088
+ "eval_f1": 0.8454482921463644,
1089
+ "eval_loss": 0.503221333026886,
1090
+ "eval_precision": 0.8451494566314203,
1091
+ "eval_recall": 0.8483652762119503,
1092
+ "eval_runtime": 9.6561,
1093
+ "eval_samples_per_second": 183.718,
1094
+ "eval_steps_per_second": 2.9,
1095
+ "step": 1375
1096
  },
1097
  {
1098
+ "epoch": 22.08,
1099
+ "learning_rate": 1.4336917562724014e-05,
1100
+ "loss": 0.2949,
 
1101
  "step": 1380
1102
  },
1103
  {
1104
+ "epoch": 22.24,
1105
+ "learning_rate": 1.4038231780167265e-05,
1106
+ "loss": 0.2799,
 
1107
  "step": 1390
1108
  },
1109
  {
1110
+ "epoch": 22.4,
1111
+ "learning_rate": 1.3739545997610515e-05,
1112
+ "loss": 0.3187,
 
1113
  "step": 1400
1114
  },
1115
  {
1116
+ "epoch": 22.56,
1117
+ "learning_rate": 1.3440860215053763e-05,
1118
+ "loss": 0.3097,
 
1119
  "step": 1410
1120
  },
1121
  {
1122
+ "epoch": 22.72,
1123
+ "learning_rate": 1.3142174432497015e-05,
1124
+ "loss": 0.3246,
 
1125
  "step": 1420
1126
  },
1127
  {
1128
+ "epoch": 22.88,
1129
+ "learning_rate": 1.2843488649940263e-05,
1130
+ "loss": 0.3067,
 
1131
  "step": 1430
1132
  },
1133
  {
1134
+ "epoch": 22.99,
1135
+ "eval_accuracy": 0.8432919954904171,
1136
+ "eval_f1": 0.8432965588108505,
1137
+ "eval_loss": 0.5245735049247742,
1138
+ "eval_precision": 0.8461645036328044,
1139
+ "eval_recall": 0.8432919954904171,
1140
+ "eval_runtime": 9.4406,
1141
+ "eval_samples_per_second": 187.912,
1142
+ "eval_steps_per_second": 2.966,
1143
+ "step": 1437
1144
+ },
1145
+ {
1146
+ "epoch": 23.04,
1147
+ "learning_rate": 1.2544802867383513e-05,
1148
+ "loss": 0.3102,
1149
  "step": 1440
1150
  },
1151
  {
1152
+ "epoch": 23.2,
1153
+ "learning_rate": 1.2246117084826763e-05,
1154
+ "loss": 0.2936,
 
1155
  "step": 1450
1156
  },
1157
  {
1158
+ "epoch": 23.36,
1159
+ "learning_rate": 1.1947431302270013e-05,
1160
+ "loss": 0.2917,
 
1161
  "step": 1460
1162
  },
1163
  {
1164
+ "epoch": 23.52,
1165
+ "learning_rate": 1.1648745519713262e-05,
1166
+ "loss": 0.278,
 
1167
  "step": 1470
1168
  },
1169
  {
1170
+ "epoch": 23.68,
1171
+ "learning_rate": 1.135005973715651e-05,
1172
+ "loss": 0.3334,
 
1173
  "step": 1480
1174
  },
1175
  {
1176
+ "epoch": 23.84,
1177
+ "learning_rate": 1.1051373954599762e-05,
1178
+ "loss": 0.2626,
 
1179
  "step": 1490
1180
  },
1181
  {
1182
+ "epoch": 24.0,
1183
+ "learning_rate": 1.0752688172043012e-05,
1184
+ "loss": 0.2923,
 
 
 
 
 
 
 
 
 
 
1185
  "step": 1500
1186
  },
1187
  {
1188
+ "epoch": 24.0,
1189
+ "eval_accuracy": 0.846674182638106,
1190
+ "eval_f1": 0.846389580543113,
1191
+ "eval_loss": 0.5363038778305054,
1192
+ "eval_precision": 0.84823995361272,
1193
+ "eval_recall": 0.846674182638106,
1194
+ "eval_runtime": 9.4508,
1195
+ "eval_samples_per_second": 187.708,
1196
+ "eval_steps_per_second": 2.963,
1197
+ "step": 1500
1198
+ },
1199
+ {
1200
+ "epoch": 24.16,
1201
+ "learning_rate": 1.0454002389486262e-05,
1202
+ "loss": 0.2874,
1203
  "step": 1510
1204
  },
1205
  {
1206
+ "epoch": 24.32,
1207
+ "learning_rate": 1.015531660692951e-05,
1208
+ "loss": 0.2991,
 
1209
  "step": 1520
1210
  },
1211
  {
1212
+ "epoch": 24.48,
1213
+ "learning_rate": 9.856630824372761e-06,
1214
+ "loss": 0.2951,
 
1215
  "step": 1530
1216
  },
1217
  {
1218
+ "epoch": 24.64,
1219
+ "learning_rate": 9.557945041816011e-06,
1220
+ "loss": 0.2664,
 
1221
  "step": 1540
1222
  },
1223
  {
1224
+ "epoch": 24.8,
1225
+ "learning_rate": 9.259259259259259e-06,
1226
+ "loss": 0.2643,
 
1227
  "step": 1550
1228
  },
1229
  {
1230
+ "epoch": 24.96,
1231
+ "learning_rate": 8.960573476702509e-06,
1232
+ "loss": 0.303,
 
1233
  "step": 1560
1234
  },
1235
  {
1236
+ "epoch": 24.99,
1237
+ "eval_accuracy": 0.8483652762119503,
1238
+ "eval_f1": 0.8456910500695487,
1239
+ "eval_loss": 0.543497622013092,
1240
+ "eval_precision": 0.8453137649338565,
1241
+ "eval_recall": 0.8483652762119503,
1242
+ "eval_runtime": 9.4055,
1243
+ "eval_samples_per_second": 188.613,
1244
+ "eval_steps_per_second": 2.977,
1245
+ "step": 1562
1246
+ },
1247
+ {
1248
+ "epoch": 25.12,
1249
+ "learning_rate": 8.661887694145759e-06,
1250
+ "loss": 0.2598,
1251
  "step": 1570
1252
  },
1253
  {
1254
+ "epoch": 25.28,
1255
+ "learning_rate": 8.363201911589009e-06,
1256
+ "loss": 0.2491,
 
1257
  "step": 1580
1258
  },
1259
  {
1260
+ "epoch": 25.44,
1261
+ "learning_rate": 8.064516129032258e-06,
1262
+ "loss": 0.2478,
 
1263
  "step": 1590
1264
  },
1265
  {
1266
+ "epoch": 25.6,
1267
+ "learning_rate": 7.765830346475508e-06,
1268
+ "loss": 0.2817,
 
1269
  "step": 1600
1270
  },
1271
  {
1272
+ "epoch": 25.76,
1273
+ "learning_rate": 7.467144563918758e-06,
1274
+ "loss": 0.2645,
 
1275
  "step": 1610
1276
  },
1277
  {
1278
+ "epoch": 25.92,
1279
+ "learning_rate": 7.168458781362007e-06,
1280
+ "loss": 0.2523,
 
1281
  "step": 1620
1282
  },
1283
  {
1284
+ "epoch": 26.0,
1285
+ "eval_accuracy": 0.8444193912063134,
1286
+ "eval_f1": 0.8419142587663883,
1287
+ "eval_loss": 0.5499712824821472,
1288
+ "eval_precision": 0.8421658227924053,
1289
+ "eval_recall": 0.8444193912063134,
1290
+ "eval_runtime": 9.4664,
1291
+ "eval_samples_per_second": 187.399,
1292
+ "eval_steps_per_second": 2.958,
1293
+ "step": 1625
1294
+ },
1295
+ {
1296
+ "epoch": 26.08,
1297
+ "learning_rate": 6.869772998805258e-06,
1298
+ "loss": 0.2821,
1299
  "step": 1630
1300
  },
1301
  {
1302
+ "epoch": 26.24,
1303
+ "learning_rate": 6.5710872162485075e-06,
1304
+ "loss": 0.2845,
 
1305
  "step": 1640
1306
  },
1307
  {
1308
+ "epoch": 26.4,
1309
+ "learning_rate": 6.2724014336917564e-06,
1310
+ "loss": 0.2578,
 
1311
  "step": 1650
1312
  },
1313
  {
1314
+ "epoch": 26.56,
1315
+ "learning_rate": 5.973715651135006e-06,
1316
+ "loss": 0.2487,
 
1317
  "step": 1660
1318
  },
1319
  {
1320
+ "epoch": 26.72,
1321
+ "learning_rate": 5.675029868578255e-06,
1322
+ "loss": 0.2626,
 
1323
  "step": 1670
1324
  },
1325
  {
1326
+ "epoch": 26.88,
1327
+ "learning_rate": 5.376344086021506e-06,
1328
+ "loss": 0.2523,
 
1329
  "step": 1680
1330
  },
1331
  {
1332
+ "epoch": 26.99,
1333
+ "eval_accuracy": 0.8528748590755355,
1334
+ "eval_f1": 0.8529064904562935,
1335
+ "eval_loss": 0.5368608832359314,
1336
+ "eval_precision": 0.85325189512013,
1337
+ "eval_recall": 0.8528748590755355,
1338
+ "eval_runtime": 9.4466,
1339
+ "eval_samples_per_second": 187.792,
1340
+ "eval_steps_per_second": 2.964,
1341
+ "step": 1687
1342
+ },
1343
+ {
1344
+ "epoch": 27.04,
1345
+ "learning_rate": 5.077658303464755e-06,
1346
+ "loss": 0.2445,
1347
  "step": 1690
1348
  },
1349
  {
1350
+ "epoch": 27.2,
1351
+ "learning_rate": 4.7789725209080055e-06,
1352
+ "loss": 0.254,
 
1353
  "step": 1700
1354
  },
1355
  {
1356
+ "epoch": 27.36,
1357
+ "learning_rate": 4.4802867383512545e-06,
1358
+ "loss": 0.2609,
 
1359
  "step": 1710
1360
  },
1361
  {
1362
+ "epoch": 27.52,
1363
+ "learning_rate": 4.181600955794504e-06,
1364
+ "loss": 0.2406,
 
1365
  "step": 1720
1366
  },
1367
  {
1368
+ "epoch": 27.68,
1369
+ "learning_rate": 3.882915173237754e-06,
1370
+ "loss": 0.217,
 
1371
  "step": 1730
1372
  },
1373
  {
1374
+ "epoch": 27.84,
1375
+ "learning_rate": 3.5842293906810035e-06,
1376
+ "loss": 0.2385,
 
1377
  "step": 1740
1378
  },
1379
  {
1380
+ "epoch": 28.0,
1381
+ "learning_rate": 3.2855436081242537e-06,
1382
+ "loss": 0.262,
1383
+ "step": 1750
 
 
 
1384
  },
1385
  {
1386
+ "epoch": 28.0,
1387
+ "eval_accuracy": 0.8562570462232244,
1388
+ "eval_f1": 0.8543013145108364,
1389
+ "eval_loss": 0.5373367667198181,
1390
+ "eval_precision": 0.8535856101978109,
1391
+ "eval_recall": 0.8562570462232244,
1392
+ "eval_runtime": 9.4681,
1393
+ "eval_samples_per_second": 187.366,
1394
+ "eval_steps_per_second": 2.957,
1395
  "step": 1750
1396
  },
1397
  {
1398
+ "epoch": 28.16,
1399
+ "learning_rate": 2.986857825567503e-06,
1400
+ "loss": 0.2366,
 
1401
  "step": 1760
1402
  },
1403
  {
1404
+ "epoch": 28.32,
1405
+ "learning_rate": 2.688172043010753e-06,
1406
+ "loss": 0.2395,
 
1407
  "step": 1770
1408
  },
1409
  {
1410
+ "epoch": 28.48,
1411
+ "learning_rate": 2.3894862604540028e-06,
1412
+ "loss": 0.221,
 
1413
  "step": 1780
1414
  },
1415
  {
1416
+ "epoch": 28.64,
1417
+ "learning_rate": 2.090800477897252e-06,
1418
+ "loss": 0.2437,
 
1419
  "step": 1790
1420
  },
1421
  {
1422
+ "epoch": 28.8,
1423
+ "learning_rate": 1.7921146953405017e-06,
1424
+ "loss": 0.2405,
 
1425
  "step": 1800
1426
  },
1427
  {
1428
+ "epoch": 28.96,
1429
+ "learning_rate": 1.4934289127837516e-06,
1430
+ "loss": 0.232,
 
1431
  "step": 1810
1432
  },
1433
  {
1434
+ "epoch": 28.99,
1435
+ "eval_accuracy": 0.8528748590755355,
1436
+ "eval_f1": 0.8515517670522557,
1437
+ "eval_loss": 0.5384246706962585,
1438
+ "eval_precision": 0.8508958605112941,
1439
+ "eval_recall": 0.8528748590755355,
1440
+ "eval_runtime": 9.4835,
1441
+ "eval_samples_per_second": 187.062,
1442
+ "eval_steps_per_second": 2.953,
1443
+ "step": 1812
1444
+ },
1445
+ {
1446
+ "epoch": 29.12,
1447
+ "learning_rate": 1.1947431302270014e-06,
1448
+ "loss": 0.2338,
1449
  "step": 1820
1450
  },
1451
  {
1452
+ "epoch": 29.28,
1453
+ "learning_rate": 8.960573476702509e-07,
1454
+ "loss": 0.2173,
 
1455
  "step": 1830
1456
  },
1457
  {
1458
+ "epoch": 29.44,
1459
+ "learning_rate": 5.973715651135007e-07,
1460
+ "loss": 0.2244,
 
1461
  "step": 1840
1462
  },
1463
  {
1464
+ "epoch": 29.6,
1465
+ "learning_rate": 2.9868578255675034e-07,
1466
+ "loss": 0.2391,
 
1467
  "step": 1850
1468
  },
1469
  {
1470
+ "epoch": 29.76,
1471
+ "learning_rate": 0.0,
1472
+ "loss": 0.2278,
 
1473
  "step": 1860
1474
  },
1475
  {
1476
+ "epoch": 29.76,
1477
+ "eval_accuracy": 0.8511837655016911,
1478
+ "eval_f1": 0.849520928911175,
1479
+ "eval_loss": 0.5428664088249207,
1480
+ "eval_precision": 0.848929825944967,
1481
+ "eval_recall": 0.8511837655016911,
1482
+ "eval_runtime": 9.3955,
1483
+ "eval_samples_per_second": 188.814,
1484
+ "eval_steps_per_second": 2.98,
1485
+ "step": 1860
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1486
  },
1487
  {
1488
+ "epoch": 29.76,
1489
+ "step": 1860,
1490
+ "total_flos": 1.2364841575625785e+19,
1491
+ "train_loss": 0.4955275515074371,
1492
+ "train_runtime": 4173.3159,
1493
+ "train_samples_per_second": 114.743,
1494
+ "train_steps_per_second": 0.446
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1495
  }
1496
  ],
1497
  "logging_steps": 10,
1498
+ "max_steps": 1860,
1499
  "num_input_tokens_seen": 0,
1500
+ "num_train_epochs": 30,
1501
  "save_steps": 500,
1502
+ "total_flos": 1.2364841575625785e+19,
1503
+ "train_batch_size": 64,
1504
  "trial_name": null,
1505
  "trial_params": null
1506
  }