Hugging Face's logo

Kira-Floris
/
tiny-bert-sst2-distilled

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
tiny-bert-sst2-distilled
File size: 1,721 Bytes 
5e004ad
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.8107798165137615,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-1054",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 1054,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 16.55626678466797,
      "learning_rate": 5.1383294230414005e-05,
      "loss": 1.5907,
      "step": 527
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8061926605504587,
      "eval_loss": 1.2464169263839722,
      "eval_runtime": 2.4007,
      "eval_samples_per_second": 363.232,
      "eval_steps_per_second": 2.916,
      "step": 527
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 4.405675241279466e-05,
      "loss": 0.9038,
      "step": 1054
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8107798165137615,
      "eval_loss": 1.1235342025756836,
      "eval_runtime": 2.3533,
      "eval_samples_per_second": 370.54,
      "eval_steps_per_second": 2.975,
      "step": 1054
    }
  ],
  "logging_steps": 500,
  "max_steps": 4216,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "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": 16141525436100.0,
  "train_batch_size": 128,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.5167874928728581,
    "learning_rate": 5.872376483475886e-05,
    "num_train_epochs": 8,
    "temperature": 5
  }
}