Hugging Face's logo

titanhacker
/
sequence_classification

PEFT
TensorBoard
Safetensors
Generated from Trainer
Model card Files Metrics Community
sequence_classification
File size: 2,819 Bytes 
1a5e601
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.8860787153244019,
  "best_model_checkpoint": "sequence_classification\\checkpoint-1238",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 2476,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8077544426494345,
      "grad_norm": 15.20165729522705,
      "learning_rate": 7.980613893376414e-05,
      "loss": 1.3148,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.9956253170967102,
      "eval_pearson": 0.7673949737715109,
      "eval_runtime": 593.2409,
      "eval_samples_per_second": 8.337,
      "eval_steps_per_second": 0.261,
      "step": 619
    },
    {
      "epoch": 1.615508885298869,
      "grad_norm": 19.32335662841797,
      "learning_rate": 5.9612277867528274e-05,
      "loss": 0.9627,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.8860787153244019,
      "eval_pearson": 0.7987432834261069,
      "eval_runtime": 588.6019,
      "eval_samples_per_second": 8.403,
      "eval_steps_per_second": 0.263,
      "step": 1238
    },
    {
      "epoch": 2.4232633279483036,
      "grad_norm": 10.007705688476562,
      "learning_rate": 3.941841680129241e-05,
      "loss": 0.8641,
      "step": 1500
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.9137663245201111,
      "eval_pearson": 0.7964932034547004,
      "eval_runtime": 589.478,
      "eval_samples_per_second": 8.39,
      "eval_steps_per_second": 0.263,
      "step": 1857
    },
    {
      "epoch": 3.231017770597738,
      "grad_norm": 4.174856662750244,
      "learning_rate": 1.9224555735056543e-05,
      "loss": 0.7651,
      "step": 2000
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.8885385990142822,
      "eval_pearson": 0.8035657020343545,
      "eval_runtime": 588.4581,
      "eval_samples_per_second": 8.405,
      "eval_steps_per_second": 0.263,
      "step": 2476
    },
    {
      "epoch": 4.0,
      "step": 2476,
      "total_flos": 2.3738772810018816e+17,
      "train_loss": 0.9284627911347372,
      "train_runtime": 31889.2207,
      "train_samples_per_second": 2.481,
      "train_steps_per_second": 0.078
    }
  ],
  "logging_steps": 500,
  "max_steps": 2476,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "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": 2.3738772810018816e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}