Hugging Face's logo

kasohrab
/
electra-distilled-sst

Text Classification
Transformers
TensorBoard
Safetensors
electra
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
electra-distilled-sst
File size: 2,255 Bytes 
b75d8d5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.9197247706422018,
  "best_model_checkpoint": "electra-distilled-sst\\run-30\\checkpoint-1581",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 2108,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 26.225385665893555,
      "learning_rate": 6.561713559027068e-05,
      "loss": 0.6075,
      "step": 527
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9139908256880734,
      "eval_loss": 0.47316521406173706,
      "eval_runtime": 1.4499,
      "eval_samples_per_second": 601.43,
      "eval_steps_per_second": 4.828,
      "step": 527
    },
    {
      "epoch": 2.0,
      "grad_norm": 13.330994606018066,
      "learning_rate": 5.741499364148685e-05,
      "loss": 0.3214,
      "step": 1054
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8956422018348624,
      "eval_loss": 0.6051578521728516,
      "eval_runtime": 1.4493,
      "eval_samples_per_second": 601.653,
      "eval_steps_per_second": 4.83,
      "step": 1054
    },
    {
      "epoch": 3.0,
      "grad_norm": 10.15234661102295,
      "learning_rate": 4.9212851692703006e-05,
      "loss": 0.2348,
      "step": 1581
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9197247706422018,
      "eval_loss": 0.4945127069950104,
      "eval_runtime": 1.4486,
      "eval_samples_per_second": 601.961,
      "eval_steps_per_second": 4.832,
      "step": 1581
    },
    {
      "epoch": 4.0,
      "grad_norm": Infinity,
      "learning_rate": 4.1026273580634136e-05,
      "loss": 0.1824,
      "step": 2108
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9071100917431193,
      "eval_loss": 0.5778486728668213,
      "eval_runtime": 1.4513,
      "eval_samples_per_second": 600.822,
      "eval_steps_per_second": 4.823,
      "step": 2108
    }
  ],
  "logging_steps": 500,
  "max_steps": 4743,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "save_steps": 500,
  "total_flos": 748818980000436.0,
  "train_batch_size": 128,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.9134230134636561,
    "learning_rate": 7.381927753905452e-05,
    "num_train_epochs": 9,
    "temperature": 18
  }
}