File size: 4,584 Bytes
1ec7ab6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.12975778546712802,
  "eval_steps": 500,
  "global_step": 150,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.00865051903114187,
      "grad_norm": 0.653178334236145,
      "learning_rate": 5.142857142857143e-05,
      "loss": 2.462,
      "mean_token_accuracy": 0.5231182813644409,
      "num_tokens": 20480.0,
      "step": 10
    },
    {
      "epoch": 0.01730103806228374,
      "grad_norm": 0.4405156075954437,
      "learning_rate": 0.00010857142857142856,
      "loss": 2.0497,
      "mean_token_accuracy": 0.5873411521315575,
      "num_tokens": 40960.0,
      "step": 20
    },
    {
      "epoch": 0.025951557093425604,
      "grad_norm": 0.6160047054290771,
      "learning_rate": 0.00016571428571428575,
      "loss": 1.9284,
      "mean_token_accuracy": 0.6067448765039444,
      "num_tokens": 61440.0,
      "step": 30
    },
    {
      "epoch": 0.03460207612456748,
      "grad_norm": 0.4909583330154419,
      "learning_rate": 0.00019999371690018224,
      "loss": 1.7739,
      "mean_token_accuracy": 0.6309384137392045,
      "num_tokens": 81920.0,
      "step": 40
    },
    {
      "epoch": 0.04325259515570934,
      "grad_norm": 0.4441400170326233,
      "learning_rate": 0.00019992304109437157,
      "loss": 1.9242,
      "mean_token_accuracy": 0.6014662817120552,
      "num_tokens": 102400.0,
      "step": 50
    },
    {
      "epoch": 0.05190311418685121,
      "grad_norm": 0.5243574976921082,
      "learning_rate": 0.00019977389129787062,
      "loss": 1.8928,
      "mean_token_accuracy": 0.6027370542287827,
      "num_tokens": 122880.0,
      "step": 60
    },
    {
      "epoch": 0.06055363321799308,
      "grad_norm": 0.3737685978412628,
      "learning_rate": 0.00019954638464462175,
      "loss": 1.8107,
      "mean_token_accuracy": 0.6185728281736373,
      "num_tokens": 143360.0,
      "step": 70
    },
    {
      "epoch": 0.06920415224913495,
      "grad_norm": 0.5457460284233093,
      "learning_rate": 0.00019924069980567822,
      "loss": 1.7227,
      "mean_token_accuracy": 0.6354838699102402,
      "num_tokens": 163840.0,
      "step": 80
    },
    {
      "epoch": 0.07785467128027682,
      "grad_norm": 0.41756778955459595,
      "learning_rate": 0.00019885707684888566,
      "loss": 1.7249,
      "mean_token_accuracy": 0.6385141760110855,
      "num_tokens": 184320.0,
      "step": 90
    },
    {
      "epoch": 0.08650519031141868,
      "grad_norm": 0.39207473397254944,
      "learning_rate": 0.00019839581705034624,
      "loss": 1.6423,
      "mean_token_accuracy": 0.6423753708600998,
      "num_tokens": 204800.0,
      "step": 100
    },
    {
      "epoch": 0.09515570934256055,
      "grad_norm": 0.46543020009994507,
      "learning_rate": 0.00019785728265781324,
      "loss": 1.5637,
      "mean_token_accuracy": 0.6588465303182602,
      "num_tokens": 225280.0,
      "step": 110
    },
    {
      "epoch": 0.10380622837370242,
      "grad_norm": 0.4604319930076599,
      "learning_rate": 0.0001972418966062018,
      "loss": 1.5936,
      "mean_token_accuracy": 0.6586021468043327,
      "num_tokens": 245760.0,
      "step": 120
    },
    {
      "epoch": 0.11245674740484429,
      "grad_norm": 0.34409117698669434,
      "learning_rate": 0.0001965501421854394,
      "loss": 1.7365,
      "mean_token_accuracy": 0.6300097703933716,
      "num_tokens": 266240.0,
      "step": 130
    },
    {
      "epoch": 0.12110726643598616,
      "grad_norm": 0.46972155570983887,
      "learning_rate": 0.0001957825626609169,
      "loss": 1.6823,
      "mean_token_accuracy": 0.6419354841113091,
      "num_tokens": 286720.0,
      "step": 140
    },
    {
      "epoch": 0.12975778546712802,
      "grad_norm": 0.45500946044921875,
      "learning_rate": 0.00019493976084683813,
      "loss": 1.4338,
      "mean_token_accuracy": 0.6832355856895447,
      "num_tokens": 307200.0,
      "step": 150
    }
  ],
  "logging_steps": 10,
  "max_steps": 1156,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 50,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 5240330492313600.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}