File size: 6,629 Bytes
97d0636
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.002865403890609741,
  "best_model_checkpoint": "/home/paperspace/Data/models/mini_akash_unifo_757/llm3br256/checkpoint-25",
  "epoch": 22.22222222222222,
  "eval_steps": 5,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8888888888888888,
      "grad_norm": 0.11804743856191635,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 0.0298,
      "step": 1
    },
    {
      "epoch": 1.7777777777777777,
      "grad_norm": 0.2355736345052719,
      "learning_rate": 6.666666666666667e-05,
      "loss": 0.0525,
      "step": 2
    },
    {
      "epoch": 2.6666666666666665,
      "grad_norm": 0.12409032136201859,
      "learning_rate": 0.0001,
      "loss": 0.0337,
      "step": 3
    },
    {
      "epoch": 3.5555555555555554,
      "grad_norm": 0.09876855462789536,
      "learning_rate": 9.949107209404665e-05,
      "loss": 0.0213,
      "step": 4
    },
    {
      "epoch": 4.444444444444445,
      "grad_norm": 0.04545082896947861,
      "learning_rate": 9.797464868072488e-05,
      "loss": 0.0145,
      "step": 5
    },
    {
      "epoch": 4.444444444444445,
      "eval_loss": 0.009283961728215218,
      "eval_runtime": 21.8614,
      "eval_samples_per_second": 4.574,
      "eval_steps_per_second": 0.137,
      "step": 5
    },
    {
      "epoch": 5.333333333333333,
      "grad_norm": 0.03416820988059044,
      "learning_rate": 9.548159976772592e-05,
      "loss": 0.0165,
      "step": 6
    },
    {
      "epoch": 6.222222222222222,
      "grad_norm": 0.038880299776792526,
      "learning_rate": 9.206267664155907e-05,
      "loss": 0.0108,
      "step": 7
    },
    {
      "epoch": 7.111111111111111,
      "grad_norm": 0.03544820472598076,
      "learning_rate": 8.778747871771292e-05,
      "loss": 0.018,
      "step": 8
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.02577349916100502,
      "learning_rate": 8.274303669726426e-05,
      "loss": 0.015,
      "step": 9
    },
    {
      "epoch": 8.88888888888889,
      "grad_norm": 0.00962463952600956,
      "learning_rate": 7.703204087277988e-05,
      "loss": 0.0052,
      "step": 10
    },
    {
      "epoch": 8.88888888888889,
      "eval_loss": 0.005674231797456741,
      "eval_runtime": 20.7415,
      "eval_samples_per_second": 4.821,
      "eval_steps_per_second": 0.145,
      "step": 10
    },
    {
      "epoch": 9.777777777777779,
      "grad_norm": 0.0239880234003067,
      "learning_rate": 7.077075065009433e-05,
      "loss": 0.0129,
      "step": 11
    },
    {
      "epoch": 10.666666666666666,
      "grad_norm": 0.01791444607079029,
      "learning_rate": 6.408662784207149e-05,
      "loss": 0.0059,
      "step": 12
    },
    {
      "epoch": 11.555555555555555,
      "grad_norm": 0.02006041631102562,
      "learning_rate": 5.7115741913664264e-05,
      "loss": 0.0074,
      "step": 13
    },
    {
      "epoch": 12.444444444444445,
      "grad_norm": 0.01566292718052864,
      "learning_rate": 5e-05,
      "loss": 0.006,
      "step": 14
    },
    {
      "epoch": 13.333333333333334,
      "grad_norm": 0.013569545932114124,
      "learning_rate": 4.288425808633575e-05,
      "loss": 0.0042,
      "step": 15
    },
    {
      "epoch": 13.333333333333334,
      "eval_loss": 0.0036138412542641163,
      "eval_runtime": 20.7336,
      "eval_samples_per_second": 4.823,
      "eval_steps_per_second": 0.145,
      "step": 15
    },
    {
      "epoch": 14.222222222222221,
      "grad_norm": 0.018722472712397575,
      "learning_rate": 3.591337215792852e-05,
      "loss": 0.0059,
      "step": 16
    },
    {
      "epoch": 15.11111111111111,
      "grad_norm": 0.015830494463443756,
      "learning_rate": 2.9229249349905684e-05,
      "loss": 0.0054,
      "step": 17
    },
    {
      "epoch": 16.0,
      "grad_norm": 0.008228328078985214,
      "learning_rate": 2.296795912722014e-05,
      "loss": 0.0031,
      "step": 18
    },
    {
      "epoch": 16.88888888888889,
      "grad_norm": 0.004453725181519985,
      "learning_rate": 1.725696330273575e-05,
      "loss": 0.0024,
      "step": 19
    },
    {
      "epoch": 17.77777777777778,
      "grad_norm": 0.00990860816091299,
      "learning_rate": 1.2212521282287092e-05,
      "loss": 0.0029,
      "step": 20
    },
    {
      "epoch": 17.77777777777778,
      "eval_loss": 0.002966933185234666,
      "eval_runtime": 20.7595,
      "eval_samples_per_second": 4.817,
      "eval_steps_per_second": 0.145,
      "step": 20
    },
    {
      "epoch": 18.666666666666668,
      "grad_norm": 0.014893569052219391,
      "learning_rate": 7.937323358440935e-06,
      "loss": 0.0044,
      "step": 21
    },
    {
      "epoch": 19.555555555555557,
      "grad_norm": 0.02214457094669342,
      "learning_rate": 4.5184002322740785e-06,
      "loss": 0.0047,
      "step": 22
    },
    {
      "epoch": 20.444444444444443,
      "grad_norm": 0.011282005347311497,
      "learning_rate": 2.0253513192751373e-06,
      "loss": 0.0032,
      "step": 23
    },
    {
      "epoch": 21.333333333333332,
      "grad_norm": 0.018609197810292244,
      "learning_rate": 5.089279059533658e-07,
      "loss": 0.0051,
      "step": 24
    },
    {
      "epoch": 22.22222222222222,
      "grad_norm": 0.021045828238129616,
      "learning_rate": 0.0,
      "loss": 0.0069,
      "step": 25
    },
    {
      "epoch": 22.22222222222222,
      "eval_loss": 0.002865403890609741,
      "eval_runtime": 20.7378,
      "eval_samples_per_second": 4.822,
      "eval_steps_per_second": 0.145,
      "step": 25
    },
    {
      "epoch": 22.22222222222222,
      "step": 25,
      "total_flos": 5.258686279131464e+17,
      "train_loss": 0.011901103416457772,
      "train_runtime": 3766.8706,
      "train_samples_per_second": 1.991,
      "train_steps_per_second": 0.007
    }
  ],
  "logging_steps": 1,
  "max_steps": 25,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 25,
  "save_steps": 100,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 5.258686279131464e+17,
  "train_batch_size": 36,
  "trial_name": null,
  "trial_params": null
}