File size: 1,418 Bytes
8bdb0cf
99b85aa
 
8bdb0cf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
99b85aa
8bdb0cf
 
 
 
99b85aa
 
 
8bdb0cf
 
 
 
 
 
0a7a002
8bdb0cf
 
 
 
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
{
  "base_model": "StanfordAIMI/stanford-deidentifier-base",
  "base_model_revision": "661b9c1c717d3165512d440abc3700c386aefab6",
  "bio_labels": [
    "O",
    "B-MEDICAL_RECORD",
    "I-MEDICAL_RECORD",
    "B-DIAGNOSIS",
    "I-DIAGNOSIS",
    "B-MEDICATION",
    "I-MEDICATION"
  ],
  "code_fingerprint": "6ca8a25e9d2aa93d901e2f15d984e1d8b497b390b48195775a5f6d85fcc3e54c",
  "dataset_manifest_sha256": "77443e9234a02f1b3b9eff317662f3a93c96bdff306e86eb1d5ecbdd508bd57d",
  "dependency_versions": {
    "python": "3.12.13",
    "torch": "2.11.0+cu128",
    "transformers": "5.14.1"
  },
  "metrics": {
    "DIAGNOSIS_f1": 1.0,
    "DIAGNOSIS_precision": 1.0,
    "DIAGNOSIS_recall": 1.0,
    "DIAGNOSIS_support": 940.0,
    "MEDICAL_RECORD_f1": 1.0,
    "MEDICAL_RECORD_precision": 1.0,
    "MEDICAL_RECORD_recall": 1.0,
    "MEDICAL_RECORD_support": 300.0,
    "MEDICATION_f1": 1.0,
    "MEDICATION_precision": 1.0,
    "MEDICATION_recall": 1.0,
    "MEDICATION_support": 702.0,
    "loss": 0.0005009130109101534,
    "overall_f1": 1.0,
    "overall_precision": 1.0,
    "overall_recall": 1.0,
    "overall_support": 1942.0,
    "runtime": 1.7193,
    "samples_per_second": 1129.54,
    "steps_per_second": 35.48
  },
  "seed": 42,
  "training_parameters": {
    "epochs": 4.0,
    "eval_batch_size": 32,
    "learning_rate": 2e-05,
    "max_length": 512,
    "train_batch_size": 16,
    "weight_decay": 0.01
  }
}