Hugging Face's logo

zhangzhao219
/
WSDM_Cup_2024

Safetensors
Model card Files Community
WSDM_Cup_2024
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": 0.68604809,
  "best_model_checkpoint": "/mnt/cachenew/yangzekang/wsdm_lym/swift_wsdm/output/solar-10-7b-instruct-v1/v16-20240206-224659/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": 0.75109008,
      "epoch": 0.11,
      "learning_rate": 9.252336448598131e-05,
      "loss": 0.95041487,
      "step": 100
    },
    {
      "acc": 0.78118393,
      "epoch": 0.23,
      "learning_rate": 9.732946298984034e-05,
      "loss": 0.77567642,
      "step": 200
    },
    {
      "acc": 0.7877877,
      "epoch": 0.34,
      "learning_rate": 9.44267053701016e-05,
      "loss": 0.74909355,
      "step": 300
    },
    {
      "acc": 0.79176422,
      "epoch": 0.45,
      "learning_rate": 9.152394775036285e-05,
      "loss": 0.73760468,
      "step": 400
    },
    {
      "acc": 0.79222595,
      "epoch": 0.56,
      "learning_rate": 8.86211901306241e-05,
      "loss": 0.7364447,
      "step": 500
    },
    {
      "acc": 0.79083496,
      "epoch": 0.68,
      "learning_rate": 8.571843251088535e-05,
      "loss": 0.73439293,
      "step": 600
    },
    {
      "acc": 0.79402649,
      "epoch": 0.79,
      "learning_rate": 8.281567489114659e-05,
      "loss": 0.72485077,
      "step": 700
    },
    {
      "acc": 0.79223618,
      "epoch": 0.9,
      "learning_rate": 7.991291727140784e-05,
      "loss": 0.72585098,
      "step": 800
    },
    {
      "acc": 0.79309059,
      "epoch": 1.01,
      "learning_rate": 7.701015965166909e-05,
      "loss": 0.72296776,
      "step": 900
    },
    {
      "acc": 0.81269135,
      "epoch": 1.13,
      "learning_rate": 7.410740203193034e-05,
      "loss": 0.63562035,
      "step": 1000
    },
    {
      "acc": 0.81135025,
      "epoch": 1.24,
      "learning_rate": 7.12046444121916e-05,
      "loss": 0.64014206,
      "step": 1100
    },
    {
      "acc": 0.81407928,
      "epoch": 1.35,
      "learning_rate": 6.830188679245283e-05,
      "loss": 0.63201023,
      "step": 1200
    },
    {
      "acc": 0.81421555,
      "epoch": 1.46,
      "learning_rate": 6.539912917271409e-05,
      "loss": 0.63163139,
      "step": 1300
    },
    {
      "acc": 0.8152887,
      "epoch": 1.58,
      "learning_rate": 6.252539912917271e-05,
      "loss": 0.62755238,
      "step": 1400
    },
    {
      "acc": 0.81437424,
      "epoch": 1.69,
      "learning_rate": 5.9622641509433966e-05,
      "loss": 0.63001236,
      "step": 1500
    },
    {
      "acc": 0.81545654,
      "epoch": 1.8,
      "learning_rate": 5.671988388969521e-05,
      "loss": 0.63001003,
      "step": 1600
    },
    {
      "acc": 0.81814987,
      "epoch": 1.91,
      "learning_rate": 5.381712626995646e-05,
      "loss": 0.61697731,
      "step": 1700
    },
    {
      "epoch": 1.91,
      "eval_acc": 0.8107640736405236,
      "eval_loss": 0.6860480904579163,
      "eval_runtime": 19.4827,
      "eval_samples_per_second": 7.391,
      "eval_steps_per_second": 3.696,
      "step": 1700
    }
  ],
  "logging_steps": 100,
  "max_steps": 3552,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 1700,
  "total_flos": 2.357496784244179e+18,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}