File size: 8,671 Bytes
f077c84
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.3362757461118117,
  "eval_steps": 50,
  "global_step": 200,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0016813787305590584,
      "eval_loss": 2.9795913696289062,
      "eval_runtime": 18.5959,
      "eval_samples_per_second": 53.883,
      "eval_steps_per_second": 6.776,
      "step": 1
    },
    {
      "epoch": 0.008406893652795292,
      "grad_norm": 4.507114887237549,
      "learning_rate": 5e-05,
      "loss": 2.9614,
      "step": 5
    },
    {
      "epoch": 0.016813787305590584,
      "grad_norm": 4.8396687507629395,
      "learning_rate": 0.0001,
      "loss": 2.557,
      "step": 10
    },
    {
      "epoch": 0.025220680958385876,
      "grad_norm": 3.7924869060516357,
      "learning_rate": 9.98292246503335e-05,
      "loss": 1.8195,
      "step": 15
    },
    {
      "epoch": 0.03362757461118117,
      "grad_norm": 3.164088487625122,
      "learning_rate": 9.931806517013612e-05,
      "loss": 1.6976,
      "step": 20
    },
    {
      "epoch": 0.042034468263976464,
      "grad_norm": 2.6674678325653076,
      "learning_rate": 9.847001329696653e-05,
      "loss": 1.6413,
      "step": 25
    },
    {
      "epoch": 0.05044136191677175,
      "grad_norm": 3.1234614849090576,
      "learning_rate": 9.729086208503174e-05,
      "loss": 1.659,
      "step": 30
    },
    {
      "epoch": 0.05884825556956705,
      "grad_norm": 2.399535655975342,
      "learning_rate": 9.578866633275288e-05,
      "loss": 1.6538,
      "step": 35
    },
    {
      "epoch": 0.06725514922236234,
      "grad_norm": 2.7914302349090576,
      "learning_rate": 9.397368756032445e-05,
      "loss": 1.6292,
      "step": 40
    },
    {
      "epoch": 0.07566204287515763,
      "grad_norm": 2.3111212253570557,
      "learning_rate": 9.185832391312644e-05,
      "loss": 1.5684,
      "step": 45
    },
    {
      "epoch": 0.08406893652795293,
      "grad_norm": 2.425607919692993,
      "learning_rate": 8.945702546981969e-05,
      "loss": 1.5452,
      "step": 50
    },
    {
      "epoch": 0.08406893652795293,
      "eval_loss": 1.5762242078781128,
      "eval_runtime": 18.8933,
      "eval_samples_per_second": 53.035,
      "eval_steps_per_second": 6.669,
      "step": 50
    },
    {
      "epoch": 0.09247583018074822,
      "grad_norm": 2.81095552444458,
      "learning_rate": 8.678619553365659e-05,
      "loss": 1.6016,
      "step": 55
    },
    {
      "epoch": 0.1008827238335435,
      "grad_norm": 2.1904377937316895,
      "learning_rate": 8.386407858128706e-05,
      "loss": 1.588,
      "step": 60
    },
    {
      "epoch": 0.1092896174863388,
      "grad_norm": 2.673210859298706,
      "learning_rate": 8.07106356344834e-05,
      "loss": 1.4122,
      "step": 65
    },
    {
      "epoch": 0.1176965111391341,
      "grad_norm": 2.258984327316284,
      "learning_rate": 7.734740790612136e-05,
      "loss": 1.5837,
      "step": 70
    },
    {
      "epoch": 0.12610340479192939,
      "grad_norm": 1.992119312286377,
      "learning_rate": 7.379736965185368e-05,
      "loss": 1.489,
      "step": 75
    },
    {
      "epoch": 0.13451029844472467,
      "grad_norm": 2.4318251609802246,
      "learning_rate": 7.008477123264848e-05,
      "loss": 1.6233,
      "step": 80
    },
    {
      "epoch": 0.14291719209751996,
      "grad_norm": 2.4074137210845947,
      "learning_rate": 6.623497346023418e-05,
      "loss": 1.7463,
      "step": 85
    },
    {
      "epoch": 0.15132408575031525,
      "grad_norm": 2.5759310722351074,
      "learning_rate": 6.227427435703997e-05,
      "loss": 1.4016,
      "step": 90
    },
    {
      "epoch": 0.15973097940311054,
      "grad_norm": 2.0849971771240234,
      "learning_rate": 5.8229729514036705e-05,
      "loss": 1.4373,
      "step": 95
    },
    {
      "epoch": 0.16813787305590586,
      "grad_norm": 2.3048596382141113,
      "learning_rate": 5.4128967273616625e-05,
      "loss": 1.567,
      "step": 100
    },
    {
      "epoch": 0.16813787305590586,
      "eval_loss": 1.49704110622406,
      "eval_runtime": 18.708,
      "eval_samples_per_second": 53.56,
      "eval_steps_per_second": 6.735,
      "step": 100
    },
    {
      "epoch": 0.17654476670870115,
      "grad_norm": 2.6232118606567383,
      "learning_rate": 5e-05,
      "loss": 1.4021,
      "step": 105
    },
    {
      "epoch": 0.18495166036149643,
      "grad_norm": 2.3169777393341064,
      "learning_rate": 4.5871032726383386e-05,
      "loss": 1.6127,
      "step": 110
    },
    {
      "epoch": 0.19335855401429172,
      "grad_norm": 2.8697993755340576,
      "learning_rate": 4.17702704859633e-05,
      "loss": 1.3656,
      "step": 115
    },
    {
      "epoch": 0.201765447667087,
      "grad_norm": 2.10636305809021,
      "learning_rate": 3.772572564296005e-05,
      "loss": 1.4455,
      "step": 120
    },
    {
      "epoch": 0.2101723413198823,
      "grad_norm": 2.08447265625,
      "learning_rate": 3.3765026539765834e-05,
      "loss": 1.4558,
      "step": 125
    },
    {
      "epoch": 0.2185792349726776,
      "grad_norm": 2.365922451019287,
      "learning_rate": 2.991522876735154e-05,
      "loss": 1.3913,
      "step": 130
    },
    {
      "epoch": 0.22698612862547288,
      "grad_norm": 2.088407278060913,
      "learning_rate": 2.6202630348146324e-05,
      "loss": 1.617,
      "step": 135
    },
    {
      "epoch": 0.2353930222782682,
      "grad_norm": 2.644561767578125,
      "learning_rate": 2.2652592093878666e-05,
      "loss": 1.3617,
      "step": 140
    },
    {
      "epoch": 0.24379991593106348,
      "grad_norm": 2.082289457321167,
      "learning_rate": 1.928936436551661e-05,
      "loss": 1.3557,
      "step": 145
    },
    {
      "epoch": 0.25220680958385877,
      "grad_norm": 2.023592710494995,
      "learning_rate": 1.6135921418712956e-05,
      "loss": 1.4909,
      "step": 150
    },
    {
      "epoch": 0.25220680958385877,
      "eval_loss": 1.4728471040725708,
      "eval_runtime": 18.7448,
      "eval_samples_per_second": 53.455,
      "eval_steps_per_second": 6.722,
      "step": 150
    },
    {
      "epoch": 0.26061370323665406,
      "grad_norm": 2.3685669898986816,
      "learning_rate": 1.3213804466343421e-05,
      "loss": 1.447,
      "step": 155
    },
    {
      "epoch": 0.26902059688944935,
      "grad_norm": 2.5568618774414062,
      "learning_rate": 1.0542974530180327e-05,
      "loss": 1.5709,
      "step": 160
    },
    {
      "epoch": 0.27742749054224464,
      "grad_norm": 2.6576414108276367,
      "learning_rate": 8.141676086873572e-06,
      "loss": 1.3218,
      "step": 165
    },
    {
      "epoch": 0.2858343841950399,
      "grad_norm": 2.336989402770996,
      "learning_rate": 6.026312439675552e-06,
      "loss": 1.5184,
      "step": 170
    },
    {
      "epoch": 0.2942412778478352,
      "grad_norm": 2.0917623043060303,
      "learning_rate": 4.2113336672471245e-06,
      "loss": 1.4752,
      "step": 175
    },
    {
      "epoch": 0.3026481715006305,
      "grad_norm": 2.3651535511016846,
      "learning_rate": 2.7091379149682685e-06,
      "loss": 1.432,
      "step": 180
    },
    {
      "epoch": 0.3110550651534258,
      "grad_norm": 2.6364834308624268,
      "learning_rate": 1.5299867030334814e-06,
      "loss": 1.516,
      "step": 185
    },
    {
      "epoch": 0.3194619588062211,
      "grad_norm": 2.9864797592163086,
      "learning_rate": 6.819348298638839e-07,
      "loss": 1.3804,
      "step": 190
    },
    {
      "epoch": 0.32786885245901637,
      "grad_norm": 2.326068878173828,
      "learning_rate": 1.7077534966650766e-07,
      "loss": 1.4848,
      "step": 195
    },
    {
      "epoch": 0.3362757461118117,
      "grad_norm": 1.931203842163086,
      "learning_rate": 0.0,
      "loss": 1.4475,
      "step": 200
    },
    {
      "epoch": 0.3362757461118117,
      "eval_loss": 1.4650206565856934,
      "eval_runtime": 18.603,
      "eval_samples_per_second": 53.862,
      "eval_steps_per_second": 6.773,
      "step": 200
    }
  ],
  "logging_steps": 5,
  "max_steps": 200,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 3.08713927737344e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}