File size: 5,699 Bytes
985d5ca
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.26085758209228516,
  "best_model_checkpoint": "miner_id_24/checkpoint-25",
  "epoch": 2.150537634408602,
  "eval_steps": 25,
  "global_step": 25,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08602150537634409,
      "grad_norm": 1.8886111974716187,
      "learning_rate": 5e-05,
      "loss": 0.685,
      "step": 1
    },
    {
      "epoch": 0.08602150537634409,
      "eval_loss": 0.7152150869369507,
      "eval_runtime": 3.5362,
      "eval_samples_per_second": 22.34,
      "eval_steps_per_second": 2.828,
      "step": 1
    },
    {
      "epoch": 0.17204301075268819,
      "grad_norm": 2.1663036346435547,
      "learning_rate": 0.0001,
      "loss": 0.6948,
      "step": 2
    },
    {
      "epoch": 0.25806451612903225,
      "grad_norm": 1.239184021949768,
      "learning_rate": 9.977359612865423e-05,
      "loss": 0.694,
      "step": 3
    },
    {
      "epoch": 0.34408602150537637,
      "grad_norm": 0.6597561836242676,
      "learning_rate": 9.909643486313533e-05,
      "loss": 0.4295,
      "step": 4
    },
    {
      "epoch": 0.43010752688172044,
      "grad_norm": 0.7343956828117371,
      "learning_rate": 9.797464868072488e-05,
      "loss": 0.4282,
      "step": 5
    },
    {
      "epoch": 0.5161290322580645,
      "grad_norm": 0.6272724866867065,
      "learning_rate": 9.641839665080363e-05,
      "loss": 0.409,
      "step": 6
    },
    {
      "epoch": 0.6021505376344086,
      "grad_norm": 0.4894818961620331,
      "learning_rate": 9.444177243274618e-05,
      "loss": 0.3302,
      "step": 7
    },
    {
      "epoch": 0.6881720430107527,
      "grad_norm": 0.49684205651283264,
      "learning_rate": 9.206267664155907e-05,
      "loss": 0.3077,
      "step": 8
    },
    {
      "epoch": 0.7741935483870968,
      "grad_norm": 0.36764946579933167,
      "learning_rate": 8.930265473713938e-05,
      "loss": 0.3224,
      "step": 9
    },
    {
      "epoch": 0.8602150537634409,
      "grad_norm": 0.31620141863822937,
      "learning_rate": 8.618670190525352e-05,
      "loss": 0.3121,
      "step": 10
    },
    {
      "epoch": 0.946236559139785,
      "grad_norm": 0.37370702624320984,
      "learning_rate": 8.274303669726426e-05,
      "loss": 0.3347,
      "step": 11
    },
    {
      "epoch": 1.032258064516129,
      "grad_norm": 0.5700744390487671,
      "learning_rate": 7.900284547855991e-05,
      "loss": 0.4621,
      "step": 12
    },
    {
      "epoch": 1.118279569892473,
      "grad_norm": 0.43438950181007385,
      "learning_rate": 7.500000000000001e-05,
      "loss": 0.2736,
      "step": 13
    },
    {
      "epoch": 1.2043010752688172,
      "grad_norm": 0.39586031436920166,
      "learning_rate": 7.077075065009433e-05,
      "loss": 0.2847,
      "step": 14
    },
    {
      "epoch": 1.2903225806451613,
      "grad_norm": 0.4413219094276428,
      "learning_rate": 6.635339816587109e-05,
      "loss": 0.3298,
      "step": 15
    },
    {
      "epoch": 1.3763440860215055,
      "grad_norm": 0.3812790811061859,
      "learning_rate": 6.178794677547137e-05,
      "loss": 0.2532,
      "step": 16
    },
    {
      "epoch": 1.4623655913978495,
      "grad_norm": 0.3373176157474518,
      "learning_rate": 5.7115741913664264e-05,
      "loss": 0.2443,
      "step": 17
    },
    {
      "epoch": 1.5483870967741935,
      "grad_norm": 0.31114816665649414,
      "learning_rate": 5.2379095791187124e-05,
      "loss": 0.3003,
      "step": 18
    },
    {
      "epoch": 1.6344086021505375,
      "grad_norm": 0.32430943846702576,
      "learning_rate": 4.762090420881289e-05,
      "loss": 0.2514,
      "step": 19
    },
    {
      "epoch": 1.7204301075268817,
      "grad_norm": 0.3630256950855255,
      "learning_rate": 4.288425808633575e-05,
      "loss": 0.2745,
      "step": 20
    },
    {
      "epoch": 1.8064516129032258,
      "grad_norm": 0.27914172410964966,
      "learning_rate": 3.821205322452863e-05,
      "loss": 0.242,
      "step": 21
    },
    {
      "epoch": 1.89247311827957,
      "grad_norm": 0.37263160943984985,
      "learning_rate": 3.364660183412892e-05,
      "loss": 0.2772,
      "step": 22
    },
    {
      "epoch": 1.978494623655914,
      "grad_norm": 0.46930578351020813,
      "learning_rate": 2.9229249349905684e-05,
      "loss": 0.3409,
      "step": 23
    },
    {
      "epoch": 2.064516129032258,
      "grad_norm": 0.40534141659736633,
      "learning_rate": 2.500000000000001e-05,
      "loss": 0.3342,
      "step": 24
    },
    {
      "epoch": 2.150537634408602,
      "grad_norm": 0.34685373306274414,
      "learning_rate": 2.09971545214401e-05,
      "loss": 0.2348,
      "step": 25
    },
    {
      "epoch": 2.150537634408602,
      "eval_loss": 0.26085758209228516,
      "eval_runtime": 3.5429,
      "eval_samples_per_second": 22.298,
      "eval_steps_per_second": 2.823,
      "step": 25
    }
  ],
  "logging_steps": 1,
  "max_steps": 35,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 25,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 1,
        "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 3.28244602173653e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}