File size: 5,721 Bytes
19fb342
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 1.1386715173721313,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 2.0752269779507135,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08300907911802853,
      "grad_norm": 3.467146396636963,
      "learning_rate": 0.0002989354846774545,
      "loss": 3.6542,
      "step": 1
    },
    {
      "epoch": 0.08300907911802853,
      "eval_loss": 2.9620537757873535,
      "eval_runtime": 1.664,
      "eval_samples_per_second": 30.047,
      "eval_steps_per_second": 7.812,
      "step": 1
    },
    {
      "epoch": 0.16601815823605706,
      "grad_norm": 4.602604866027832,
      "learning_rate": 0.0002957587267523652,
      "loss": 2.9754,
      "step": 2
    },
    {
      "epoch": 0.2490272373540856,
      "grad_norm": 9.224260330200195,
      "learning_rate": 0.00029051982559491393,
      "loss": 2.2457,
      "step": 3
    },
    {
      "epoch": 0.3320363164721141,
      "grad_norm": 6.159036636352539,
      "learning_rate": 0.00028330140180592156,
      "loss": 2.5341,
      "step": 4
    },
    {
      "epoch": 0.4150453955901427,
      "grad_norm": 6.676574230194092,
      "learning_rate": 0.00027421729424061787,
      "loss": 1.8128,
      "step": 5
    },
    {
      "epoch": 0.4980544747081712,
      "grad_norm": 3.2664153575897217,
      "learning_rate": 0.0002634107647018905,
      "loss": 1.5817,
      "step": 6
    },
    {
      "epoch": 0.5810635538261998,
      "grad_norm": 2.6292076110839844,
      "learning_rate": 0.00025105223861607306,
      "loss": 2.3494,
      "step": 7
    },
    {
      "epoch": 0.6640726329442282,
      "grad_norm": 2.5120043754577637,
      "learning_rate": 0.00023733661732216452,
      "loss": 1.5132,
      "step": 8
    },
    {
      "epoch": 0.7470817120622568,
      "grad_norm": 4.4901814460754395,
      "learning_rate": 0.00022248020436128478,
      "loss": 1.4384,
      "step": 9
    },
    {
      "epoch": 0.8300907911802854,
      "grad_norm": 1.9909392595291138,
      "learning_rate": 0.00020671729424061788,
      "loss": 2.0038,
      "step": 10
    },
    {
      "epoch": 0.9130998702983139,
      "grad_norm": 3.3288509845733643,
      "learning_rate": 0.00019029647746907283,
      "loss": 1.3536,
      "step": 11
    },
    {
      "epoch": 0.9961089494163424,
      "grad_norm": 2.519279718399048,
      "learning_rate": 0.0001734767201364573,
      "loss": 1.0483,
      "step": 12
    },
    {
      "epoch": 1.0791180285343709,
      "grad_norm": 9.918027877807617,
      "learning_rate": 0.0001565232798635427,
      "loss": 3.532,
      "step": 13
    },
    {
      "epoch": 1.1621271076523996,
      "grad_norm": 2.53695011138916,
      "learning_rate": 0.00013970352253092714,
      "loss": 1.2221,
      "step": 14
    },
    {
      "epoch": 1.245136186770428,
      "grad_norm": 2.4748690128326416,
      "learning_rate": 0.00012328270575938212,
      "loss": 1.0417,
      "step": 15
    },
    {
      "epoch": 1.3281452658884565,
      "grad_norm": 1.6321978569030762,
      "learning_rate": 0.00010751979563871518,
      "loss": 1.8484,
      "step": 16
    },
    {
      "epoch": 1.411154345006485,
      "grad_norm": 1.4795855283737183,
      "learning_rate": 9.266338267783541e-05,
      "loss": 1.0031,
      "step": 17
    },
    {
      "epoch": 1.4941634241245136,
      "grad_norm": 1.9086230993270874,
      "learning_rate": 7.894776138392688e-05,
      "loss": 0.9499,
      "step": 18
    },
    {
      "epoch": 1.577172503242542,
      "grad_norm": 1.3793696165084839,
      "learning_rate": 6.658923529810946e-05,
      "loss": 1.7622,
      "step": 19
    },
    {
      "epoch": 1.6601815823605706,
      "grad_norm": 1.6033817529678345,
      "learning_rate": 5.578270575938211e-05,
      "loss": 1.0468,
      "step": 20
    },
    {
      "epoch": 1.7431906614785992,
      "grad_norm": 2.249070167541504,
      "learning_rate": 4.669859819407844e-05,
      "loss": 0.9214,
      "step": 21
    },
    {
      "epoch": 1.8261997405966277,
      "grad_norm": 1.2679235935211182,
      "learning_rate": 3.948017440508607e-05,
      "loss": 1.6549,
      "step": 22
    },
    {
      "epoch": 1.9092088197146562,
      "grad_norm": 1.4422551393508911,
      "learning_rate": 3.4241273247634805e-05,
      "loss": 0.9849,
      "step": 23
    },
    {
      "epoch": 1.9922178988326849,
      "grad_norm": 1.48310124874115,
      "learning_rate": 3.10645153225455e-05,
      "loss": 0.9386,
      "step": 24
    },
    {
      "epoch": 2.0752269779507135,
      "grad_norm": 3.796576499938965,
      "learning_rate": 2.9999999999999997e-05,
      "loss": 3.5664,
      "step": 25
    },
    {
      "epoch": 2.0752269779507135,
      "eval_loss": 1.1386715173721313,
      "eval_runtime": 1.6655,
      "eval_samples_per_second": 30.021,
      "eval_steps_per_second": 7.806,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 25,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 50,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 30,
        "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": 6.115492263624704e+17,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}