File size: 3,589 Bytes
aff9b55
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.9795918367346939,
  "eval_steps": 500,
  "global_step": 12,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08163265306122448,
      "grad_norm": 0.4221615791320801,
      "learning_rate": 4.914814565722671e-05,
      "loss": 0.7698,
      "num_input_tokens_seen": 2097152,
      "step": 1
    },
    {
      "epoch": 0.16326530612244897,
      "grad_norm": 0.3376251757144928,
      "learning_rate": 4.665063509461097e-05,
      "loss": 0.763,
      "num_input_tokens_seen": 4194304,
      "step": 2
    },
    {
      "epoch": 0.24489795918367346,
      "grad_norm": 0.279402494430542,
      "learning_rate": 4.267766952966369e-05,
      "loss": 0.7896,
      "num_input_tokens_seen": 6291456,
      "step": 3
    },
    {
      "epoch": 0.32653061224489793,
      "grad_norm": 0.23479418456554413,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.7557,
      "num_input_tokens_seen": 8388608,
      "step": 4
    },
    {
      "epoch": 0.40816326530612246,
      "grad_norm": 0.19518424570560455,
      "learning_rate": 3.147047612756302e-05,
      "loss": 0.774,
      "num_input_tokens_seen": 10485760,
      "step": 5
    },
    {
      "epoch": 0.4897959183673469,
      "grad_norm": 0.16670913994312286,
      "learning_rate": 2.5e-05,
      "loss": 0.7544,
      "num_input_tokens_seen": 12582912,
      "step": 6
    },
    {
      "epoch": 0.5714285714285714,
      "grad_norm": 0.1503278911113739,
      "learning_rate": 1.852952387243698e-05,
      "loss": 0.7293,
      "num_input_tokens_seen": 14680064,
      "step": 7
    },
    {
      "epoch": 0.6530612244897959,
      "grad_norm": 0.14073914289474487,
      "learning_rate": 1.2500000000000006e-05,
      "loss": 0.7233,
      "num_input_tokens_seen": 16777216,
      "step": 8
    },
    {
      "epoch": 0.7346938775510204,
      "grad_norm": 0.12694676220417023,
      "learning_rate": 7.3223304703363135e-06,
      "loss": 0.7142,
      "num_input_tokens_seen": 18874368,
      "step": 9
    },
    {
      "epoch": 0.8163265306122449,
      "grad_norm": 0.12071245908737183,
      "learning_rate": 3.3493649053890326e-06,
      "loss": 0.7328,
      "num_input_tokens_seen": 20971520,
      "step": 10
    },
    {
      "epoch": 0.8979591836734694,
      "grad_norm": 0.1263800412416458,
      "learning_rate": 8.51854342773295e-07,
      "loss": 0.728,
      "num_input_tokens_seen": 23068672,
      "step": 11
    },
    {
      "epoch": 0.9795918367346939,
      "grad_norm": 0.12260100245475769,
      "learning_rate": 0.0,
      "loss": 0.7408,
      "num_input_tokens_seen": 25165824,
      "step": 12
    },
    {
      "epoch": 0.9795918367346939,
      "num_input_tokens_seen": 25165824,
      "step": 12,
      "total_flos": 1.11365196578449e+18,
      "train_loss": 0.7478910734256109,
      "train_runtime": 1288.5834,
      "train_samples_per_second": 4.858,
      "train_steps_per_second": 0.009
    }
  ],
  "logging_steps": 1.0,
  "max_steps": 12,
  "num_input_tokens_seen": 25165824,
  "num_train_epochs": 1,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.11365196578449e+18,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}