File size: 3,139 Bytes
c64d853
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.41103067994117737,
  "best_model_checkpoint": "./mistral/23-02-24-Weni-ZeroShot-3.3.3-Mistral-7b-Multilanguage-1-epoch-3.2.0_Zeroshot-2_max_steps-201_batch_128_2024-02-23_ppid_2273/checkpoint-140",
  "epoch": 0.6939281288723668,
  "eval_steps": 20,
  "global_step": 140,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.1,
      "grad_norm": 1.0583807229995728,
      "learning_rate": 0.0002,
      "loss": 1.5561,
      "step": 20
    },
    {
      "epoch": 0.1,
      "eval_loss": 0.8398289084434509,
      "eval_runtime": 365.9464,
      "eval_samples_per_second": 7.834,
      "eval_steps_per_second": 0.246,
      "step": 20
    },
    {
      "epoch": 0.2,
      "grad_norm": 0.2255832850933075,
      "learning_rate": 0.0001940350472628637,
      "loss": 0.594,
      "step": 40
    },
    {
      "epoch": 0.2,
      "eval_loss": 0.5098645687103271,
      "eval_runtime": 365.932,
      "eval_samples_per_second": 7.835,
      "eval_steps_per_second": 0.246,
      "step": 40
    },
    {
      "epoch": 0.3,
      "grad_norm": 0.188425675034523,
      "learning_rate": 0.0001779507116848976,
      "loss": 0.4849,
      "step": 60
    },
    {
      "epoch": 0.3,
      "eval_loss": 0.46610626578330994,
      "eval_runtime": 365.7636,
      "eval_samples_per_second": 7.838,
      "eval_steps_per_second": 0.246,
      "step": 60
    },
    {
      "epoch": 0.4,
      "grad_norm": 0.24421139061450958,
      "learning_rate": 0.00015199063052725745,
      "loss": 0.4516,
      "step": 80
    },
    {
      "epoch": 0.4,
      "eval_loss": 0.4327794909477234,
      "eval_runtime": 366.1258,
      "eval_samples_per_second": 7.831,
      "eval_steps_per_second": 0.246,
      "step": 80
    },
    {
      "epoch": 0.5,
      "grad_norm": 0.1821870654821396,
      "learning_rate": 0.00011982811629223709,
      "loss": 0.4237,
      "step": 100
    },
    {
      "epoch": 0.5,
      "eval_loss": 0.41923952102661133,
      "eval_runtime": 366.5093,
      "eval_samples_per_second": 7.822,
      "eval_steps_per_second": 0.246,
      "step": 100
    },
    {
      "epoch": 0.59,
      "grad_norm": 0.16211040318012238,
      "learning_rate": 8.530012652622397e-05,
      "loss": 0.4235,
      "step": 120
    },
    {
      "epoch": 0.59,
      "eval_loss": 0.41423356533050537,
      "eval_runtime": 366.3967,
      "eval_samples_per_second": 7.825,
      "eval_steps_per_second": 0.246,
      "step": 120
    },
    {
      "epoch": 0.69,
      "grad_norm": 0.16519276797771454,
      "learning_rate": 5.2525817770470084e-05,
      "loss": 0.4128,
      "step": 140
    },
    {
      "epoch": 0.69,
      "eval_loss": 0.41103067994117737,
      "eval_runtime": 366.4036,
      "eval_samples_per_second": 7.825,
      "eval_steps_per_second": 0.246,
      "step": 140
    }
  ],
  "logging_steps": 20,
  "max_steps": 201,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 20,
  "total_flos": 6.317810821271388e+17,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}