Skip to content

GitLab

Switch branch/tag
Find file Normal viewHistoryPermalink
bloom-7b1_question_answering_0-shot.json 1.7 KB
Newer Older
Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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 
{
  "results": {
    "webqs": {
      "acc": 0.022637795275590553,
      "acc_stderr": 0.0033005770276179373
    },
    "headqa_en": {
      "acc": 0.31181619256017507,
      "acc_stderr": 0.008848039223989218,
      "acc_norm": 0.35557986870897157,
      "acc_norm_stderr": 0.009143208309033068
    },
    "squad2": {
      "exact": 7.816053230017687,
      "f1": 12.640343596838946,
      "HasAns_exact": 14.84480431848853,
      "HasAns_f1": 24.507219892926596,
      "NoAns_exact": 0.8074011774600505,
      "NoAns_f1": 0.8074011774600505,
      "best_exact": 50.07159100480081,
      "best_f1": 50.07159100480081
    },
    "truthfulqa_mc": {
      "mc1": 0.22399020807833536,
      "mc1_stderr": 0.014594964329474202,
      "mc2": 0.38898018897492265,
      "mc2_stderr": 0.014014176010735629
    },
    "triviaqa": {
      "acc": 0.055246176964554056,
      "acc_stderr": 0.0021480319949071717
    },
    "headqa_es": {
      "acc": 0.29540481400437635,
      "acc_stderr": 0.008714131357853837,
      "acc_norm": 0.34318016046681254,
      "acc_norm_stderr": 0.009068379779817705
    },
    "logiqa": {
      "acc": 0.20276497695852536,
      "acc_stderr": 0.015770046635584564,
      "acc_norm": 0.28110599078341014,
      "acc_norm_stderr": 0.017632374626460005
    }
  },
  "versions": {
    "webqs": 0,
    "headqa_en": 0,
    "squad2": 1,
    "truthfulqa_mc": 1,
    "triviaqa": 1,
    "headqa_es": 0,
    "logiqa": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=bigscience/bloom-7b1,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda:0",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}