Hugging Face's logo

itsanastasiaminina
/
students_scores_model

Text Classification
Transformers
TensorBoard
Safetensors
roberta
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
students_scores_model
File size: 1,359 Bytes 
e5668ef
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.5438473456606133,
  "best_model_checkpoint": "students_scores_model/run-1/checkpoint-563",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 563,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8880994671403197,
      "grad_norm": 16.69457244873047,
      "learning_rate": 1.3821787207411013e-05,
      "loss": 1.0782,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_f1": 0.5438473456606133,
      "eval_loss": 1.0308393239974976,
      "eval_runtime": 37.8021,
      "eval_samples_per_second": 59.52,
      "eval_steps_per_second": 7.46,
      "step": 563
    }
  ],
  "logging_steps": 500,
  "max_steps": 1689,
  "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 2104964038656000.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 1.9634145158382844e-05,
    "num_train_epochs": 3,
    "per_device_train_batch_size": 16,
    "weight_decay": 0.000263763325616835
  }
}