Hugging Face's logo

wennycooper
/
hw1

TensorBoard
Safetensors
distilbert
Generated from Trainer
Model card Files Metrics Community
hw1
File size: 2,150 Bytes 
793a500
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.5238946707778435,
  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-7/checkpoint-2138",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 2138,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.4677268475210477,
      "grad_norm": 12.974456787109375,
      "learning_rate": 1.1101348047567246e-05,
      "loss": 0.5482,
      "step": 500
    },
    {
      "epoch": 0.9354536950420954,
      "grad_norm": 6.763242721557617,
      "learning_rate": 9.955698094257931e-06,
      "loss": 0.4949,
      "step": 1000
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.47264614701271057,
      "eval_matthews_correlation": 0.46472372045336796,
      "eval_runtime": 0.7997,
      "eval_samples_per_second": 1304.217,
      "eval_steps_per_second": 82.53,
      "step": 1069
    },
    {
      "epoch": 1.4031805425631432,
      "grad_norm": 21.93242835998535,
      "learning_rate": 8.810048140948619e-06,
      "loss": 0.3822,
      "step": 1500
    },
    {
      "epoch": 1.8709073900841908,
      "grad_norm": 23.08902359008789,
      "learning_rate": 7.664398187639304e-06,
      "loss": 0.3651,
      "step": 2000
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.5118151903152466,
      "eval_matthews_correlation": 0.5238946707778435,
      "eval_runtime": 0.7256,
      "eval_samples_per_second": 1437.525,
      "eval_steps_per_second": 90.965,
      "step": 2138
    }
  ],
  "logging_steps": 500,
  "max_steps": 5345,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 182960762828856.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 1.2246998000876558e-05,
    "num_train_epochs": 5,
    "per_device_train_batch_size": 8,
    "seed": 6
  }
}