File size: 3,524 Bytes
a542899
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.6843704,
  "best_model_checkpoint": "/mnt/cachenew/yangzekang/wsdm_lym/swift_wsdm/output/solar-10-7b-instruct-v1/v27-20240209-133614/checkpoint-1700",
  "epoch": 1.9144144144144144,
  "eval_steps": 1700,
  "global_step": 1700,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "acc": 0.67516661,
      "epoch": 0.0,
      "learning_rate": 9.345794392523364e-07,
      "loss": 1.46797299,
      "step": 1
    },
    {
      "acc": 0.75091121,
      "epoch": 0.11,
      "learning_rate": 9.158878504672898e-05,
      "loss": 0.95139783,
      "step": 100
    },
    {
      "acc": 0.78103409,
      "epoch": 0.23,
      "learning_rate": 9.735849056603774e-05,
      "loss": 0.77608315,
      "step": 200
    },
    {
      "acc": 0.78829514,
      "epoch": 0.34,
      "learning_rate": 9.4455732946299e-05,
      "loss": 0.74766434,
      "step": 300
    },
    {
      "acc": 0.79177124,
      "epoch": 0.45,
      "learning_rate": 9.155297532656024e-05,
      "loss": 0.73638321,
      "step": 400
    },
    {
      "acc": 0.79178207,
      "epoch": 0.56,
      "learning_rate": 8.865021770682148e-05,
      "loss": 0.73636147,
      "step": 500
    },
    {
      "acc": 0.79106674,
      "epoch": 0.68,
      "learning_rate": 8.574746008708273e-05,
      "loss": 0.73325569,
      "step": 600
    },
    {
      "acc": 0.79414444,
      "epoch": 0.79,
      "learning_rate": 8.284470246734399e-05,
      "loss": 0.72352669,
      "step": 700
    },
    {
      "acc": 0.79252029,
      "epoch": 0.9,
      "learning_rate": 7.994194484760524e-05,
      "loss": 0.72396622,
      "step": 800
    },
    {
      "acc": 0.793386,
      "epoch": 1.01,
      "learning_rate": 7.703918722786648e-05,
      "loss": 0.72276489,
      "step": 900
    },
    {
      "acc": 0.81338135,
      "epoch": 1.13,
      "learning_rate": 7.413642960812773e-05,
      "loss": 0.63367615,
      "step": 1000
    },
    {
      "acc": 0.81188278,
      "epoch": 1.24,
      "learning_rate": 7.123367198838897e-05,
      "loss": 0.63777443,
      "step": 1100
    },
    {
      "acc": 0.81501755,
      "epoch": 1.35,
      "learning_rate": 6.833091436865022e-05,
      "loss": 0.62992439,
      "step": 1200
    },
    {
      "acc": 0.81464638,
      "epoch": 1.46,
      "learning_rate": 6.542815674891147e-05,
      "loss": 0.62890068,
      "step": 1300
    },
    {
      "acc": 0.81589249,
      "epoch": 1.58,
      "learning_rate": 6.252539912917271e-05,
      "loss": 0.62468796,
      "step": 1400
    },
    {
      "acc": 0.8147139,
      "epoch": 1.69,
      "learning_rate": 5.9622641509433966e-05,
      "loss": 0.62785313,
      "step": 1500
    },
    {
      "acc": 0.81618683,
      "epoch": 1.8,
      "learning_rate": 5.671988388969521e-05,
      "loss": 0.62735779,
      "step": 1600
    },
    {
      "acc": 0.81866211,
      "epoch": 1.91,
      "learning_rate": 5.381712626995646e-05,
      "loss": 0.61408382,
      "step": 1700
    },
    {
      "epoch": 1.91,
      "eval_acc": 0.8115838681562475,
      "eval_loss": 0.6843703985214233,
      "eval_runtime": 19.3211,
      "eval_samples_per_second": 7.453,
      "eval_steps_per_second": 3.726,
      "step": 1700
    }
  ],
  "logging_steps": 100,
  "max_steps": 3552,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 1700,
  "total_flos": 2.357705064388231e+18,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}