Hugging Face's logo

SushantGautam
/
roberta-large_accuracy-coverage

Text Classification
Transformers
Safetensors
roberta
text-embeddings-inference
Model card Files
xet
 Community
roberta-large_accuracy-coverage
File size: 3,885 Bytes
38c143f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
{
  "best_metric": 0.03419998660683632,
  "best_model_checkpoint": "logs/FacebookAI/roberta-large_accuracy-coverage/checkpoint-772",
  "epoch": 7.0,
  "eval_steps": 500,
  "global_step": 1351,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 7.81976318359375,
      "learning_rate": 1.901554404145078e-05,
      "loss": 0.0819,
      "step": 193
    },
    {
      "epoch": 1.0,
      "eval_MAE": 0.1725175678730011,
      "eval_R2": -0.1497003860798276,
      "eval_RMSE": 0.2353871762752533,
      "eval_loss": 0.05540712550282478,
      "eval_runtime": 14.0688,
      "eval_samples_per_second": 204.779,
      "eval_steps_per_second": 3.483,
      "step": 193
    },
    {
      "epoch": 2.0,
      "grad_norm": 13.916872024536133,
      "learning_rate": 1.8015544041450778e-05,
      "loss": 0.0552,
      "step": 386
    },
    {
      "epoch": 2.0,
      "eval_MAE": 0.14744172990322113,
      "eval_R2": 0.2686269017946187,
      "eval_RMSE": 0.18774136900901794,
      "eval_loss": 0.035246819257736206,
      "eval_runtime": 14.01,
      "eval_samples_per_second": 205.64,
      "eval_steps_per_second": 3.498,
      "step": 386
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.4010157585144043,
      "learning_rate": 1.7015544041450777e-05,
      "loss": 0.044,
      "step": 579
    },
    {
      "epoch": 3.0,
      "eval_MAE": 0.1637636125087738,
      "eval_R2": -0.005046362468473786,
      "eval_RMSE": 0.22008149325847626,
      "eval_loss": 0.048435866832733154,
      "eval_runtime": 13.9579,
      "eval_samples_per_second": 206.406,
      "eval_steps_per_second": 3.511,
      "step": 579
    },
    {
      "epoch": 4.0,
      "grad_norm": 5.166985034942627,
      "learning_rate": 1.601554404145078e-05,
      "loss": 0.0377,
      "step": 772
    },
    {
      "epoch": 4.0,
      "eval_MAE": 0.13679075241088867,
      "eval_R2": 0.2903487127030966,
      "eval_RMSE": 0.1849323809146881,
      "eval_loss": 0.03419998660683632,
      "eval_runtime": 13.9498,
      "eval_samples_per_second": 206.527,
      "eval_steps_per_second": 3.513,
      "step": 772
    },
    {
      "epoch": 5.0,
      "grad_norm": 5.7769083976745605,
      "learning_rate": 1.5015544041450778e-05,
      "loss": 0.0309,
      "step": 965
    },
    {
      "epoch": 5.0,
      "eval_MAE": 0.1612362116575241,
      "eval_R2": 0.01970298411235538,
      "eval_RMSE": 0.21735484898090363,
      "eval_loss": 0.04724312946200371,
      "eval_runtime": 13.9679,
      "eval_samples_per_second": 206.259,
      "eval_steps_per_second": 3.508,
      "step": 965
    },
    {
      "epoch": 6.0,
      "grad_norm": 4.735123157501221,
      "learning_rate": 1.4015544041450779e-05,
      "loss": 0.0269,
      "step": 1158
    },
    {
      "epoch": 6.0,
      "eval_MAE": 0.1395827978849411,
      "eval_R2": 0.2431203329693593,
      "eval_RMSE": 0.19098703563213348,
      "eval_loss": 0.036476049572229385,
      "eval_runtime": 14.0051,
      "eval_samples_per_second": 205.711,
      "eval_steps_per_second": 3.499,
      "step": 1158
    },
    {
      "epoch": 7.0,
      "grad_norm": 11.766636848449707,
      "learning_rate": 1.3015544041450778e-05,
      "loss": 0.0232,
      "step": 1351
    },
    {
      "epoch": 7.0,
      "eval_MAE": 0.1361502856016159,
      "eval_R2": 0.28310775750843686,
      "eval_RMSE": 0.18587347865104675,
      "eval_loss": 0.03454894945025444,
      "eval_runtime": 13.9169,
      "eval_samples_per_second": 207.014,
      "eval_steps_per_second": 3.521,
      "step": 1351
    }
  ],
  "logging_steps": 500,
  "max_steps": 3860,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 7.515640838071338e+16,
  "train_batch_size": 60,
  "trial_name": null,
  "trial_params": null
}