File size: 9,183 Bytes
1840e63
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "global_step": 1689,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0,
      "learning_rate": 0.0002,
      "loss": 0.7526,
      "step": 1
    },
    {
      "epoch": 0.09,
      "eval_f1": 0.7867768595041322,
      "eval_loss": 0.501287043094635,
      "eval_runtime": 111.669,
      "eval_samples_per_second": 8.955,
      "eval_steps_per_second": 1.119,
      "step": 48
    },
    {
      "epoch": 0.17,
      "eval_f1": 0.731527093596059,
      "eval_loss": 0.45942792296409607,
      "eval_runtime": 14.4836,
      "eval_samples_per_second": 69.044,
      "eval_steps_per_second": 8.63,
      "step": 96
    },
    {
      "epoch": 0.26,
      "eval_f1": 0.768503937007874,
      "eval_loss": 0.6004758477210999,
      "eval_runtime": 13.7722,
      "eval_samples_per_second": 72.61,
      "eval_steps_per_second": 9.076,
      "step": 144
    },
    {
      "epoch": 0.34,
      "eval_f1": 0.8773784355179703,
      "eval_loss": 0.293561190366745,
      "eval_runtime": 16.0256,
      "eval_samples_per_second": 62.4,
      "eval_steps_per_second": 7.8,
      "step": 192
    },
    {
      "epoch": 0.43,
      "eval_f1": 0.8644444444444445,
      "eval_loss": 0.3103949725627899,
      "eval_runtime": 13.1537,
      "eval_samples_per_second": 76.024,
      "eval_steps_per_second": 9.503,
      "step": 240
    },
    {
      "epoch": 0.51,
      "eval_f1": 0.903353057199211,
      "eval_loss": 0.2314113825559616,
      "eval_runtime": 13.9609,
      "eval_samples_per_second": 71.629,
      "eval_steps_per_second": 8.954,
      "step": 288
    },
    {
      "epoch": 0.6,
      "eval_f1": 0.904950495049505,
      "eval_loss": 0.23260511457920074,
      "eval_runtime": 10.3047,
      "eval_samples_per_second": 97.043,
      "eval_steps_per_second": 12.13,
      "step": 336
    },
    {
      "epoch": 0.68,
      "eval_f1": 0.8210526315789474,
      "eval_loss": 0.39369526505470276,
      "eval_runtime": 13.155,
      "eval_samples_per_second": 76.017,
      "eval_steps_per_second": 9.502,
      "step": 384
    },
    {
      "epoch": 0.77,
      "eval_f1": 0.9147609147609148,
      "eval_loss": 0.20550310611724854,
      "eval_runtime": 45.6928,
      "eval_samples_per_second": 21.885,
      "eval_steps_per_second": 2.736,
      "step": 432
    },
    {
      "epoch": 0.85,
      "eval_f1": 0.8367816091954022,
      "eval_loss": 0.3017582893371582,
      "eval_runtime": 22.6976,
      "eval_samples_per_second": 44.057,
      "eval_steps_per_second": 5.507,
      "step": 480
    },
    {
      "epoch": 0.94,
      "eval_f1": 0.9271653543307087,
      "eval_loss": 0.19784249365329742,
      "eval_runtime": 12.076,
      "eval_samples_per_second": 82.809,
      "eval_steps_per_second": 10.351,
      "step": 528
    },
    {
      "epoch": 1.02,
      "eval_f1": 0.9368104312938816,
      "eval_loss": 0.17989766597747803,
      "eval_runtime": 49.8486,
      "eval_samples_per_second": 20.061,
      "eval_steps_per_second": 2.508,
      "step": 576
    },
    {
      "epoch": 1.11,
      "eval_f1": 0.895424836601307,
      "eval_loss": 0.23422278463840485,
      "eval_runtime": 11.6376,
      "eval_samples_per_second": 85.928,
      "eval_steps_per_second": 10.741,
      "step": 624
    },
    {
      "epoch": 1.19,
      "eval_f1": 0.9256360078277887,
      "eval_loss": 0.22150222957134247,
      "eval_runtime": 11.4494,
      "eval_samples_per_second": 87.341,
      "eval_steps_per_second": 10.918,
      "step": 672
    },
    {
      "epoch": 1.28,
      "eval_f1": 0.9051724137931034,
      "eval_loss": 0.22654065489768982,
      "eval_runtime": 11.6176,
      "eval_samples_per_second": 86.076,
      "eval_steps_per_second": 10.76,
      "step": 720
    },
    {
      "epoch": 1.36,
      "eval_f1": 0.9389389389389389,
      "eval_loss": 0.1583857387304306,
      "eval_runtime": 15.3861,
      "eval_samples_per_second": 64.994,
      "eval_steps_per_second": 8.124,
      "step": 768
    },
    {
      "epoch": 1.45,
      "eval_f1": 0.921487603305785,
      "eval_loss": 0.22388193011283875,
      "eval_runtime": 14.1559,
      "eval_samples_per_second": 70.642,
      "eval_steps_per_second": 8.83,
      "step": 816
    },
    {
      "epoch": 1.53,
      "eval_f1": 0.9282868525896415,
      "eval_loss": 0.1805724799633026,
      "eval_runtime": 11.7527,
      "eval_samples_per_second": 85.087,
      "eval_steps_per_second": 10.636,
      "step": 864
    },
    {
      "epoch": 1.62,
      "eval_f1": 0.8998899889988998,
      "eval_loss": 0.22186490893363953,
      "eval_runtime": 11.5055,
      "eval_samples_per_second": 86.915,
      "eval_steps_per_second": 10.864,
      "step": 912
    },
    {
      "epoch": 1.71,
      "eval_f1": 0.9466263846928499,
      "eval_loss": 0.15720757842063904,
      "eval_runtime": 11.3153,
      "eval_samples_per_second": 88.376,
      "eval_steps_per_second": 11.047,
      "step": 960
    },
    {
      "epoch": 1.79,
      "eval_f1": 0.9457523029682703,
      "eval_loss": 0.15362103283405304,
      "eval_runtime": 11.6626,
      "eval_samples_per_second": 85.744,
      "eval_steps_per_second": 10.718,
      "step": 1008
    },
    {
      "epoch": 1.88,
      "eval_f1": 0.9403714565004888,
      "eval_loss": 0.15603256225585938,
      "eval_runtime": 11.4304,
      "eval_samples_per_second": 87.486,
      "eval_steps_per_second": 10.936,
      "step": 1056
    },
    {
      "epoch": 1.96,
      "eval_f1": 0.9567901234567902,
      "eval_loss": 0.13539032638072968,
      "eval_runtime": 11.6426,
      "eval_samples_per_second": 85.891,
      "eval_steps_per_second": 10.736,
      "step": 1104
    },
    {
      "epoch": 2.0,
      "learning_rate": 6.714031971580817e-05,
      "loss": 0.2638,
      "step": 1125
    },
    {
      "epoch": 2.05,
      "eval_f1": 0.9402390438247011,
      "eval_loss": 0.2028977870941162,
      "eval_runtime": 11.4905,
      "eval_samples_per_second": 87.029,
      "eval_steps_per_second": 10.879,
      "step": 1152
    },
    {
      "epoch": 2.13,
      "eval_f1": 0.9477911646586347,
      "eval_loss": 0.158633291721344,
      "eval_runtime": 11.6696,
      "eval_samples_per_second": 85.693,
      "eval_steps_per_second": 10.712,
      "step": 1200
    },
    {
      "epoch": 2.22,
      "eval_f1": 0.9363920750782065,
      "eval_loss": 0.16604219377040863,
      "eval_runtime": 11.6366,
      "eval_samples_per_second": 85.936,
      "eval_steps_per_second": 10.742,
      "step": 1248
    },
    {
      "epoch": 2.3,
      "eval_f1": 0.946611909650924,
      "eval_loss": 0.16741609573364258,
      "eval_runtime": 11.5595,
      "eval_samples_per_second": 86.509,
      "eval_steps_per_second": 10.814,
      "step": 1296
    },
    {
      "epoch": 2.39,
      "eval_f1": 0.9566094853683148,
      "eval_loss": 0.15039804577827454,
      "eval_runtime": 11.5775,
      "eval_samples_per_second": 86.374,
      "eval_steps_per_second": 10.797,
      "step": 1344
    },
    {
      "epoch": 2.47,
      "eval_f1": 0.9386892177589852,
      "eval_loss": 0.1896335780620575,
      "eval_runtime": 11.4785,
      "eval_samples_per_second": 87.12,
      "eval_steps_per_second": 10.89,
      "step": 1392
    },
    {
      "epoch": 2.56,
      "eval_f1": 0.9516129032258065,
      "eval_loss": 0.1552370935678482,
      "eval_runtime": 11.6346,
      "eval_samples_per_second": 85.951,
      "eval_steps_per_second": 10.744,
      "step": 1440
    },
    {
      "epoch": 2.64,
      "eval_f1": 0.9494949494949494,
      "eval_loss": 0.17198829352855682,
      "eval_runtime": 11.4094,
      "eval_samples_per_second": 87.647,
      "eval_steps_per_second": 10.956,
      "step": 1488
    },
    {
      "epoch": 2.73,
      "eval_f1": 0.9596774193548386,
      "eval_loss": 0.14362381398677826,
      "eval_runtime": 13.3792,
      "eval_samples_per_second": 74.743,
      "eval_steps_per_second": 9.343,
      "step": 1536
    },
    {
      "epoch": 2.81,
      "eval_f1": 0.9530469530469531,
      "eval_loss": 0.15035580098628998,
      "eval_runtime": 12.9698,
      "eval_samples_per_second": 77.102,
      "eval_steps_per_second": 9.638,
      "step": 1584
    },
    {
      "epoch": 2.9,
      "eval_f1": 0.9538461538461538,
      "eval_loss": 0.1516994833946228,
      "eval_runtime": 11.9429,
      "eval_samples_per_second": 83.732,
      "eval_steps_per_second": 10.466,
      "step": 1632
    },
    {
      "epoch": 2.98,
      "eval_f1": 0.9538461538461538,
      "eval_loss": 0.15105971693992615,
      "eval_runtime": 13.9387,
      "eval_samples_per_second": 71.743,
      "eval_steps_per_second": 8.968,
      "step": 1680
    },
    {
      "epoch": 3.0,
      "step": 1689,
      "total_flos": 4.178103906557952e+18,
      "train_loss": 0.20243481533847807,
      "train_runtime": 2207.1281,
      "train_samples_per_second": 24.466,
      "train_steps_per_second": 0.765
    }
  ],
  "max_steps": 1689,
  "num_train_epochs": 3,
  "total_flos": 4.178103906557952e+18,
  "trial_name": null,
  "trial_params": null
}