File size: 1,940 Bytes
4704818
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "results": {
    "pubmedqa": {
      "acc,none": 0.744,
      "acc_stderr,none": 0.019536923574747667,
      "alias": "pubmedqa"
    },
    "mmlu_professional_medicine": {
      "alias": "professional_medicine",
      "acc,none": 0.4411764705882353,
      "acc_stderr,none": 0.030161911930767102
    },
    "mmlu_medical_genetics": {
      "alias": "medical_genetics",
      "acc,none": 0.52,
      "acc_stderr,none": 0.050211673156867795
    },
    "mmlu_college_medicine": {
      "alias": "college_medicine",
      "acc,none": 0.48554913294797686,
      "acc_stderr,none": 0.03810871630454764
    },
    "mmlu_college_biology": {
      "alias": "college_biology",
      "acc,none": 0.5138888888888888,
      "acc_stderr,none": 0.041795966175810016
    },
    "mmlu_clinical_knowledge": {
      "alias": "clinical_knowledge",
      "acc,none": 0.5320754716981132,
      "acc_stderr,none": 0.03070948699255655
    },
    "mmlu_anatomy": {
      "alias": "anatomy",
      "acc,none": 0.5037037037037037,
      "acc_stderr,none": 0.04319223625811331
    },
    "medqa_4options": {
      "acc,none": 0.38884524744697563,
      "acc_stderr,none": 0.013668486829960911,
      "acc_norm,none": 0.38884524744697563,
      "acc_norm_stderr,none": 0.013668486829960911,
      "alias": "medqa_4options"
    },
    "medmcqa": {
      "acc,none": 0.3762849629452546,
      "acc_stderr,none": 0.007491340283683567,
      "acc_norm,none": 0.3762849629452546,
      "acc_norm_stderr,none": 0.007491340283683567,
      "alias": "medmcqa"
    }
  },
  "config": {
    "model": "hf",
    "model_args": "pretrained=AdaptLLM/medicine-chat,revision=main,dtype=float32",
    "batch_size": "auto",
    "batch_sizes": [
      4
    ],
    "device": "cuda:0",
    "use_cache": null,
    "limit": null,
    "bootstrap_iters": 100000,
    "gen_kwargs": null,
    "model_dtype": "float32",
    "model_name": "AdaptLLM/medicine-chat",
    "model_sha": "main"
  }
}