Hugging Face's logo

zhangzhao219
/
WSDM_Cup_2024

Safetensors
Model card Files Community
WSDM_Cup_2024
File size: 3,523 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": 0.68356919,
  "best_model_checkpoint": "/mnt/cachenew/yangzekang/wsdm_lym/swift_wsdm/output/solar-10-7b-instruct-v1/v35-20240210-120550/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": 0.75017432,
      "epoch": 0.11,
      "learning_rate": 9.158878504672898e-05,
      "loss": 0.95612674,
      "step": 100
    },
    {
      "acc": 0.78090317,
      "epoch": 0.23,
      "learning_rate": 9.738751814223513e-05,
      "loss": 0.77645676,
      "step": 200
    },
    {
      "acc": 0.7880027,
      "epoch": 0.34,
      "learning_rate": 9.448476052249638e-05,
      "loss": 0.74813156,
      "step": 300
    },
    {
      "acc": 0.79212662,
      "epoch": 0.45,
      "learning_rate": 9.158200290275763e-05,
      "loss": 0.7369165,
      "step": 400
    },
    {
      "acc": 0.7915918,
      "epoch": 0.56,
      "learning_rate": 8.867924528301888e-05,
      "loss": 0.73714714,
      "step": 500
    },
    {
      "acc": 0.79119644,
      "epoch": 0.68,
      "learning_rate": 8.577648766328012e-05,
      "loss": 0.73305603,
      "step": 600
    },
    {
      "acc": 0.79419968,
      "epoch": 0.79,
      "learning_rate": 8.287373004354137e-05,
      "loss": 0.723452,
      "step": 700
    },
    {
      "acc": 0.79284592,
      "epoch": 0.9,
      "learning_rate": 7.997097242380261e-05,
      "loss": 0.72378227,
      "step": 800
    },
    {
      "acc": 0.79320114,
      "epoch": 1.01,
      "learning_rate": 7.706821480406386e-05,
      "loss": 0.72310303,
      "step": 900
    },
    {
      "acc": 0.81322182,
      "epoch": 1.13,
      "learning_rate": 7.416545718432511e-05,
      "loss": 0.63523689,
      "step": 1000
    },
    {
      "acc": 0.81143562,
      "epoch": 1.24,
      "learning_rate": 7.126269956458636e-05,
      "loss": 0.64002243,
      "step": 1100
    },
    {
      "acc": 0.81414314,
      "epoch": 1.35,
      "learning_rate": 6.83599419448476e-05,
      "loss": 0.63195381,
      "step": 1200
    },
    {
      "acc": 0.81406464,
      "epoch": 1.46,
      "learning_rate": 6.545718432510885e-05,
      "loss": 0.63078377,
      "step": 1300
    },
    {
      "acc": 0.81517906,
      "epoch": 1.58,
      "learning_rate": 6.25544267053701e-05,
      "loss": 0.62708595,
      "step": 1400
    },
    {
      "acc": 0.81459061,
      "epoch": 1.69,
      "learning_rate": 5.965166908563136e-05,
      "loss": 0.62980507,
      "step": 1500
    },
    {
      "acc": 0.81542313,
      "epoch": 1.8,
      "learning_rate": 5.6748911465892595e-05,
      "loss": 0.63012619,
      "step": 1600
    },
    {
      "acc": 0.81830154,
      "epoch": 1.91,
      "learning_rate": 5.384615384615385e-05,
      "loss": 0.61609734,
      "step": 1700
    },
    {
      "epoch": 1.91,
      "eval_acc": 0.8126403084805747,
      "eval_loss": 0.6835691928863525,
      "eval_runtime": 19.5459,
      "eval_samples_per_second": 7.367,
      "eval_steps_per_second": 3.684,
      "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
}