File size: 7,347 Bytes
354d32a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 391,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.02557544757033248,
      "grad_norm": 1.875,
      "learning_rate": 2.5e-05,
      "loss": 0.8604,
      "step": 10
    },
    {
      "epoch": 0.05115089514066496,
      "grad_norm": 1.03125,
      "learning_rate": 5e-05,
      "loss": 0.6219,
      "step": 20
    },
    {
      "epoch": 0.07672634271099744,
      "grad_norm": 0.80078125,
      "learning_rate": 7.500000000000001e-05,
      "loss": 0.5142,
      "step": 30
    },
    {
      "epoch": 0.10230179028132992,
      "grad_norm": 0.71484375,
      "learning_rate": 0.0001,
      "loss": 0.4471,
      "step": 40
    },
    {
      "epoch": 0.1278772378516624,
      "grad_norm": 0.6640625,
      "learning_rate": 9.715099715099715e-05,
      "loss": 0.4005,
      "step": 50
    },
    {
      "epoch": 0.1534526854219949,
      "grad_norm": 0.58984375,
      "learning_rate": 9.430199430199431e-05,
      "loss": 0.3637,
      "step": 60
    },
    {
      "epoch": 0.17902813299232737,
      "grad_norm": 0.57421875,
      "learning_rate": 9.145299145299146e-05,
      "loss": 0.35,
      "step": 70
    },
    {
      "epoch": 0.20460358056265984,
      "grad_norm": 0.5078125,
      "learning_rate": 8.860398860398861e-05,
      "loss": 0.3432,
      "step": 80
    },
    {
      "epoch": 0.23017902813299232,
      "grad_norm": 0.50390625,
      "learning_rate": 8.575498575498576e-05,
      "loss": 0.3338,
      "step": 90
    },
    {
      "epoch": 0.2557544757033248,
      "grad_norm": 0.58203125,
      "learning_rate": 8.290598290598292e-05,
      "loss": 0.3331,
      "step": 100
    },
    {
      "epoch": 0.2813299232736573,
      "grad_norm": 0.55859375,
      "learning_rate": 8.005698005698006e-05,
      "loss": 0.3215,
      "step": 110
    },
    {
      "epoch": 0.3069053708439898,
      "grad_norm": 0.546875,
      "learning_rate": 7.720797720797721e-05,
      "loss": 0.3185,
      "step": 120
    },
    {
      "epoch": 0.33248081841432225,
      "grad_norm": 0.51953125,
      "learning_rate": 7.435897435897436e-05,
      "loss": 0.3186,
      "step": 130
    },
    {
      "epoch": 0.35805626598465473,
      "grad_norm": 0.46484375,
      "learning_rate": 7.150997150997152e-05,
      "loss": 0.3156,
      "step": 140
    },
    {
      "epoch": 0.3836317135549872,
      "grad_norm": 0.5859375,
      "learning_rate": 6.866096866096867e-05,
      "loss": 0.3106,
      "step": 150
    },
    {
      "epoch": 0.4092071611253197,
      "grad_norm": 0.48046875,
      "learning_rate": 6.581196581196581e-05,
      "loss": 0.3146,
      "step": 160
    },
    {
      "epoch": 0.43478260869565216,
      "grad_norm": 0.53515625,
      "learning_rate": 6.296296296296296e-05,
      "loss": 0.3135,
      "step": 170
    },
    {
      "epoch": 0.46035805626598464,
      "grad_norm": 0.490234375,
      "learning_rate": 6.011396011396012e-05,
      "loss": 0.3059,
      "step": 180
    },
    {
      "epoch": 0.4859335038363171,
      "grad_norm": 0.609375,
      "learning_rate": 5.726495726495726e-05,
      "loss": 0.3049,
      "step": 190
    },
    {
      "epoch": 0.5115089514066496,
      "grad_norm": 0.53125,
      "learning_rate": 5.441595441595442e-05,
      "loss": 0.3032,
      "step": 200
    },
    {
      "epoch": 0.5370843989769821,
      "grad_norm": 0.53125,
      "learning_rate": 5.156695156695157e-05,
      "loss": 0.2889,
      "step": 210
    },
    {
      "epoch": 0.5626598465473146,
      "grad_norm": 0.50390625,
      "learning_rate": 4.871794871794872e-05,
      "loss": 0.2971,
      "step": 220
    },
    {
      "epoch": 0.5882352941176471,
      "grad_norm": 0.546875,
      "learning_rate": 4.586894586894587e-05,
      "loss": 0.3088,
      "step": 230
    },
    {
      "epoch": 0.6138107416879796,
      "grad_norm": 0.57421875,
      "learning_rate": 4.301994301994302e-05,
      "loss": 0.2977,
      "step": 240
    },
    {
      "epoch": 0.639386189258312,
      "grad_norm": 0.578125,
      "learning_rate": 4.0170940170940174e-05,
      "loss": 0.2956,
      "step": 250
    },
    {
      "epoch": 0.6649616368286445,
      "grad_norm": 0.546875,
      "learning_rate": 3.732193732193732e-05,
      "loss": 0.2953,
      "step": 260
    },
    {
      "epoch": 0.690537084398977,
      "grad_norm": 0.49609375,
      "learning_rate": 3.4472934472934476e-05,
      "loss": 0.2955,
      "step": 270
    },
    {
      "epoch": 0.7161125319693095,
      "grad_norm": 0.49609375,
      "learning_rate": 3.162393162393162e-05,
      "loss": 0.2892,
      "step": 280
    },
    {
      "epoch": 0.7416879795396419,
      "grad_norm": 0.486328125,
      "learning_rate": 2.8774928774928778e-05,
      "loss": 0.281,
      "step": 290
    },
    {
      "epoch": 0.7672634271099744,
      "grad_norm": 0.4921875,
      "learning_rate": 2.5925925925925925e-05,
      "loss": 0.2911,
      "step": 300
    },
    {
      "epoch": 0.7928388746803069,
      "grad_norm": 0.61328125,
      "learning_rate": 2.307692307692308e-05,
      "loss": 0.2943,
      "step": 310
    },
    {
      "epoch": 0.8184143222506394,
      "grad_norm": 0.53125,
      "learning_rate": 2.022792022792023e-05,
      "loss": 0.293,
      "step": 320
    },
    {
      "epoch": 0.8439897698209718,
      "grad_norm": 0.4609375,
      "learning_rate": 1.737891737891738e-05,
      "loss": 0.2815,
      "step": 330
    },
    {
      "epoch": 0.8695652173913043,
      "grad_norm": 0.4609375,
      "learning_rate": 1.4529914529914531e-05,
      "loss": 0.2871,
      "step": 340
    },
    {
      "epoch": 0.8951406649616368,
      "grad_norm": 0.55078125,
      "learning_rate": 1.168091168091168e-05,
      "loss": 0.2832,
      "step": 350
    },
    {
      "epoch": 0.9207161125319693,
      "grad_norm": 0.55859375,
      "learning_rate": 8.831908831908831e-06,
      "loss": 0.289,
      "step": 360
    },
    {
      "epoch": 0.9462915601023018,
      "grad_norm": 0.53125,
      "learning_rate": 5.982905982905984e-06,
      "loss": 0.2936,
      "step": 370
    },
    {
      "epoch": 0.9718670076726342,
      "grad_norm": 0.484375,
      "learning_rate": 3.133903133903134e-06,
      "loss": 0.2828,
      "step": 380
    },
    {
      "epoch": 0.9974424552429667,
      "grad_norm": 0.53515625,
      "learning_rate": 2.8490028490028494e-07,
      "loss": 0.2916,
      "step": 390
    },
    {
      "epoch": 1.0,
      "step": 391,
      "total_flos": 1.382893920190464e+16,
      "train_loss": 0.3390924896273162,
      "train_runtime": 504.4341,
      "train_samples_per_second": 49.56,
      "train_steps_per_second": 0.775
    }
  ],
  "logging_steps": 10,
  "max_steps": 391,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 1000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.382893920190464e+16,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}