Hugging Face's logo

w05230505
/
bert-base-uncased-finetuned-stsb

Text Classification
Transformers
Safetensors
English
bert
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
bert-base-uncased-finetuned-stsb
File size: 2,208 Bytes 
8a23e1d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 1080,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 36.04340744018555,
      "learning_rate": 1.3333333333333333e-05,
      "loss": 1.1212,
      "step": 360
    },
    {
      "epoch": 1.0,
      "eval_combined_score": 0.8775720604589583,
      "eval_loss": 0.5732272267341614,
      "eval_pearson": 0.8789818053039898,
      "eval_runtime": 6.5665,
      "eval_samples_per_second": 228.431,
      "eval_spearmanr": 0.8761623156139267,
      "eval_steps_per_second": 28.63,
      "step": 360
    },
    {
      "epoch": 2.0,
      "grad_norm": 15.674260139465332,
      "learning_rate": 6.666666666666667e-06,
      "loss": 0.4308,
      "step": 720
    },
    {
      "epoch": 2.0,
      "eval_combined_score": 0.8794983049402647,
      "eval_loss": 0.5606899261474609,
      "eval_pearson": 0.881313245175558,
      "eval_runtime": 6.5051,
      "eval_samples_per_second": 230.59,
      "eval_spearmanr": 0.8776833647049715,
      "eval_steps_per_second": 28.901,
      "step": 720
    },
    {
      "epoch": 3.0,
      "grad_norm": 56.831668853759766,
      "learning_rate": 0.0,
      "loss": 0.2947,
      "step": 1080
    },
    {
      "epoch": 3.0,
      "eval_combined_score": 0.8836428004813802,
      "eval_loss": 0.5009750723838806,
      "eval_pearson": 0.8856376463366951,
      "eval_runtime": 6.5121,
      "eval_samples_per_second": 230.341,
      "eval_spearmanr": 0.8816479546260654,
      "eval_steps_per_second": 28.869,
      "step": 1080
    }
  ],
  "logging_steps": 500,
  "max_steps": 1080,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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": 4537835628033024.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}