File size: 4,879 Bytes
cd172b7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.7782544493675232,
  "best_model_checkpoint": "D:\\illuminus_bot\\models\\checkpoint-150",
  "epoch": 3.0,
  "eval_steps": 10,
  "global_step": 150,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2,
      "eval_loss": 2.298717737197876,
      "eval_runtime": 3.0303,
      "eval_samples_per_second": 9.9,
      "eval_steps_per_second": 1.32,
      "step": 10
    },
    {
      "epoch": 0.4,
      "eval_loss": 1.898303747177124,
      "eval_runtime": 1.7196,
      "eval_samples_per_second": 17.446,
      "eval_steps_per_second": 2.326,
      "step": 20
    },
    {
      "epoch": 0.5,
      "grad_norm": 0.2992270290851593,
      "learning_rate": 0.00019075754196709572,
      "loss": 2.342,
      "step": 25
    },
    {
      "epoch": 0.6,
      "eval_loss": 1.4412014484405518,
      "eval_runtime": 2.3282,
      "eval_samples_per_second": 12.886,
      "eval_steps_per_second": 1.718,
      "step": 30
    },
    {
      "epoch": 0.8,
      "eval_loss": 1.1243364810943604,
      "eval_runtime": 1.6919,
      "eval_samples_per_second": 17.732,
      "eval_steps_per_second": 2.364,
      "step": 40
    },
    {
      "epoch": 1.0,
      "grad_norm": 0.4127086102962494,
      "learning_rate": 0.00015611870653623825,
      "loss": 1.2512,
      "step": 50
    },
    {
      "epoch": 1.0,
      "eval_loss": 1.0006705522537231,
      "eval_runtime": 1.6939,
      "eval_samples_per_second": 17.71,
      "eval_steps_per_second": 2.361,
      "step": 50
    },
    {
      "epoch": 1.2,
      "eval_loss": 0.9261489510536194,
      "eval_runtime": 1.6971,
      "eval_samples_per_second": 17.677,
      "eval_steps_per_second": 2.357,
      "step": 60
    },
    {
      "epoch": 1.4,
      "eval_loss": 0.875005841255188,
      "eval_runtime": 1.7176,
      "eval_samples_per_second": 17.467,
      "eval_steps_per_second": 2.329,
      "step": 70
    },
    {
      "epoch": 1.5,
      "grad_norm": 0.37045156955718994,
      "learning_rate": 0.00010541389085854176,
      "loss": 0.9112,
      "step": 75
    },
    {
      "epoch": 1.6,
      "eval_loss": 0.8470792770385742,
      "eval_runtime": 1.7055,
      "eval_samples_per_second": 17.591,
      "eval_steps_per_second": 2.345,
      "step": 80
    },
    {
      "epoch": 1.8,
      "eval_loss": 0.8251746296882629,
      "eval_runtime": 1.709,
      "eval_samples_per_second": 17.554,
      "eval_steps_per_second": 2.341,
      "step": 90
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.3344666361808777,
      "learning_rate": 5.3159155930021e-05,
      "loss": 0.8194,
      "step": 100
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.8055851459503174,
      "eval_runtime": 1.7151,
      "eval_samples_per_second": 17.492,
      "eval_steps_per_second": 2.332,
      "step": 100
    },
    {
      "epoch": 2.2,
      "eval_loss": 0.7922044396400452,
      "eval_runtime": 2.5303,
      "eval_samples_per_second": 11.856,
      "eval_steps_per_second": 1.581,
      "step": 110
    },
    {
      "epoch": 2.4,
      "eval_loss": 0.7848032712936401,
      "eval_runtime": 1.7215,
      "eval_samples_per_second": 17.426,
      "eval_steps_per_second": 2.324,
      "step": 120
    },
    {
      "epoch": 2.5,
      "grad_norm": 0.3872661292552948,
      "learning_rate": 1.4314282383241096e-05,
      "loss": 0.76,
      "step": 125
    },
    {
      "epoch": 2.6,
      "eval_loss": 0.7804359793663025,
      "eval_runtime": 1.7004,
      "eval_samples_per_second": 17.643,
      "eval_steps_per_second": 2.352,
      "step": 130
    },
    {
      "epoch": 2.8,
      "eval_loss": 0.7785606980323792,
      "eval_runtime": 1.6951,
      "eval_samples_per_second": 17.699,
      "eval_steps_per_second": 2.36,
      "step": 140
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.3779631555080414,
      "learning_rate": 0.0,
      "loss": 0.7537,
      "step": 150
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.7782544493675232,
      "eval_runtime": 1.7693,
      "eval_samples_per_second": 16.956,
      "eval_steps_per_second": 2.261,
      "step": 150
    }
  ],
  "logging_steps": 25,
  "max_steps": 150,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 0,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 7772716744704000.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}