File size: 8,634 Bytes
60f2985
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 1.0650867223739624,
  "best_model_checkpoint": "autotrain-byt8e-zygc3/checkpoint-1082",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 1082,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.02310536044362292,
      "grad_norm": 3.5127339363098145,
      "learning_rate": 3.846153846153846e-05,
      "loss": 1.0872,
      "step": 25
    },
    {
      "epoch": 0.04621072088724584,
      "grad_norm": 6.642369270324707,
      "learning_rate": 7.692307692307693e-05,
      "loss": 1.1215,
      "step": 50
    },
    {
      "epoch": 0.06931608133086876,
      "grad_norm": 6.217954158782959,
      "learning_rate": 0.0001153846153846154,
      "loss": 1.0733,
      "step": 75
    },
    {
      "epoch": 0.09242144177449169,
      "grad_norm": 2.9232001304626465,
      "learning_rate": 0.00015384615384615385,
      "loss": 1.1347,
      "step": 100
    },
    {
      "epoch": 0.11552680221811461,
      "grad_norm": 3.7540340423583984,
      "learning_rate": 0.00019230769230769233,
      "loss": 1.3273,
      "step": 125
    },
    {
      "epoch": 0.13863216266173753,
      "grad_norm": 4.9391679763793945,
      "learning_rate": 0.0002307692307692308,
      "loss": 1.1507,
      "step": 150
    },
    {
      "epoch": 0.16173752310536044,
      "grad_norm": 1.5326274633407593,
      "learning_rate": 0.0002692307692307692,
      "loss": 1.1118,
      "step": 175
    },
    {
      "epoch": 0.18484288354898337,
      "grad_norm": 1.3186924457550049,
      "learning_rate": 0.0003076923076923077,
      "loss": 1.1426,
      "step": 200
    },
    {
      "epoch": 0.20794824399260628,
      "grad_norm": 3.582869052886963,
      "learning_rate": 0.00034615384615384613,
      "loss": 1.175,
      "step": 225
    },
    {
      "epoch": 0.23105360443622922,
      "grad_norm": 2.4438865184783936,
      "learning_rate": 0.00038461538461538467,
      "loss": 1.0483,
      "step": 250
    },
    {
      "epoch": 0.2541589648798521,
      "grad_norm": 6.818902492523193,
      "learning_rate": 0.0004230769230769231,
      "loss": 1.0661,
      "step": 275
    },
    {
      "epoch": 0.27726432532347506,
      "grad_norm": 1.4846845865249634,
      "learning_rate": 0.0004615384615384616,
      "loss": 1.1412,
      "step": 300
    },
    {
      "epoch": 0.300369685767098,
      "grad_norm": 1.0014742612838745,
      "learning_rate": 0.0005,
      "loss": 1.0968,
      "step": 325
    },
    {
      "epoch": 0.3234750462107209,
      "grad_norm": 0.8473600745201111,
      "learning_rate": 0.0004957206436152003,
      "loss": 1.1779,
      "step": 350
    },
    {
      "epoch": 0.3465804066543438,
      "grad_norm": 3.419077157974243,
      "learning_rate": 0.0004914412872304005,
      "loss": 1.1943,
      "step": 375
    },
    {
      "epoch": 0.36968576709796674,
      "grad_norm": 0.8151220083236694,
      "learning_rate": 0.00048716193084560086,
      "loss": 1.0639,
      "step": 400
    },
    {
      "epoch": 0.3927911275415896,
      "grad_norm": 1.3580329418182373,
      "learning_rate": 0.0004828825744608011,
      "loss": 1.2678,
      "step": 425
    },
    {
      "epoch": 0.41589648798521256,
      "grad_norm": 0.5541791319847107,
      "learning_rate": 0.0004786032180760014,
      "loss": 1.1612,
      "step": 450
    },
    {
      "epoch": 0.4390018484288355,
      "grad_norm": 1.164920449256897,
      "learning_rate": 0.0004743238616912017,
      "loss": 1.1855,
      "step": 475
    },
    {
      "epoch": 0.46210720887245843,
      "grad_norm": 4.518599987030029,
      "learning_rate": 0.0004700445053064019,
      "loss": 1.1385,
      "step": 500
    },
    {
      "epoch": 0.4852125693160813,
      "grad_norm": 0.9030762910842896,
      "learning_rate": 0.0004657651489216022,
      "loss": 1.1228,
      "step": 525
    },
    {
      "epoch": 0.5083179297597042,
      "grad_norm": 1.1489505767822266,
      "learning_rate": 0.00046148579253680244,
      "loss": 1.145,
      "step": 550
    },
    {
      "epoch": 0.5314232902033271,
      "grad_norm": 0.9008183479309082,
      "learning_rate": 0.00045720643615200274,
      "loss": 1.1385,
      "step": 575
    },
    {
      "epoch": 0.5545286506469501,
      "grad_norm": 0.9687894582748413,
      "learning_rate": 0.00045292707976720304,
      "loss": 1.1424,
      "step": 600
    },
    {
      "epoch": 0.577634011090573,
      "grad_norm": 0.43966954946517944,
      "learning_rate": 0.0004486477233824033,
      "loss": 1.1123,
      "step": 625
    },
    {
      "epoch": 0.600739371534196,
      "grad_norm": 0.9648946523666382,
      "learning_rate": 0.0004443683669976036,
      "loss": 0.9658,
      "step": 650
    },
    {
      "epoch": 0.6238447319778189,
      "grad_norm": 1.1458590030670166,
      "learning_rate": 0.00044008901061280383,
      "loss": 1.1779,
      "step": 675
    },
    {
      "epoch": 0.6469500924214417,
      "grad_norm": 1.6918909549713135,
      "learning_rate": 0.00043580965422800413,
      "loss": 1.0564,
      "step": 700
    },
    {
      "epoch": 0.6700554528650647,
      "grad_norm": 0.38883867859840393,
      "learning_rate": 0.00043153029784320443,
      "loss": 1.1518,
      "step": 725
    },
    {
      "epoch": 0.6931608133086876,
      "grad_norm": 1.109215497970581,
      "learning_rate": 0.0004272509414584047,
      "loss": 1.0493,
      "step": 750
    },
    {
      "epoch": 0.7162661737523105,
      "grad_norm": 4.412217140197754,
      "learning_rate": 0.000422971585073605,
      "loss": 1.0994,
      "step": 775
    },
    {
      "epoch": 0.7393715341959335,
      "grad_norm": 0.6967116594314575,
      "learning_rate": 0.00041869222868880517,
      "loss": 1.1258,
      "step": 800
    },
    {
      "epoch": 0.7624768946395564,
      "grad_norm": 1.0759273767471313,
      "learning_rate": 0.00041441287230400547,
      "loss": 1.0622,
      "step": 825
    },
    {
      "epoch": 0.7855822550831792,
      "grad_norm": 1.6998566389083862,
      "learning_rate": 0.00041013351591920577,
      "loss": 1.0942,
      "step": 850
    },
    {
      "epoch": 0.8086876155268022,
      "grad_norm": 1.0458375215530396,
      "learning_rate": 0.000405854159534406,
      "loss": 1.0698,
      "step": 875
    },
    {
      "epoch": 0.8317929759704251,
      "grad_norm": 1.579179048538208,
      "learning_rate": 0.0004015748031496063,
      "loss": 0.9733,
      "step": 900
    },
    {
      "epoch": 0.8548983364140481,
      "grad_norm": 1.5911906957626343,
      "learning_rate": 0.00039729544676480656,
      "loss": 1.1809,
      "step": 925
    },
    {
      "epoch": 0.878003696857671,
      "grad_norm": 0.30177101492881775,
      "learning_rate": 0.00039301609038000686,
      "loss": 1.0625,
      "step": 950
    },
    {
      "epoch": 0.9011090573012939,
      "grad_norm": 0.9385190606117249,
      "learning_rate": 0.00038873673399520716,
      "loss": 1.0929,
      "step": 975
    },
    {
      "epoch": 0.9242144177449169,
      "grad_norm": 1.7940095663070679,
      "learning_rate": 0.0003844573776104074,
      "loss": 1.1022,
      "step": 1000
    },
    {
      "epoch": 0.9473197781885397,
      "grad_norm": 0.8840867280960083,
      "learning_rate": 0.0003801780212256077,
      "loss": 1.0802,
      "step": 1025
    },
    {
      "epoch": 0.9704251386321626,
      "grad_norm": 0.9084434509277344,
      "learning_rate": 0.00037589866484080795,
      "loss": 1.1098,
      "step": 1050
    },
    {
      "epoch": 0.9935304990757856,
      "grad_norm": 1.4320096969604492,
      "learning_rate": 0.00037161930845600825,
      "loss": 1.1118,
      "step": 1075
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.4584103512014787,
      "eval_f1_macro": 0.2095479509928179,
      "eval_f1_micro": 0.4584103512014787,
      "eval_f1_weighted": 0.2881768494245037,
      "eval_loss": 1.0650867223739624,
      "eval_precision_macro": 0.1528034504004929,
      "eval_precision_micro": 0.4584103512014787,
      "eval_precision_weighted": 0.21014005008866307,
      "eval_recall_macro": 0.3333333333333333,
      "eval_recall_micro": 0.4584103512014787,
      "eval_recall_weighted": 0.4584103512014787,
      "eval_runtime": 190.8807,
      "eval_samples_per_second": 5.668,
      "eval_steps_per_second": 0.712,
      "step": 1082
    }
  ],
  "logging_steps": 25,
  "max_steps": 3246,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 284688717981696.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}