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bloom-3b_question_answering_0-shot.json 1.69 KB
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Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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{
  "results": {
    "squad2": {
      "exact": 6.914848816642803,
      "f1": 11.511512971067512,
      "HasAns_exact": 11.099865047233468,
      "HasAns_f1": 20.306375422652543,
      "NoAns_exact": 2.7417998317914214,
      "NoAns_f1": 2.7417998317914214,
      "best_exact": 50.07159100480081,
      "best_f1": 50.08024690773861
    },
    "logiqa": {
      "acc": 0.2073732718894009,
      "acc_stderr": 0.015902084913876333,
      "acc_norm": 0.29185867895545314,
      "acc_norm_stderr": 0.017831570553971925
    },
    "headqa_en": {
      "acc": 0.2840991976659373,
      "acc_stderr": 0.008614040521644994,
      "acc_norm": 0.3336980306345733,
      "acc_norm_stderr": 0.009006537310888562
    },
    "truthfulqa_mc": {
      "mc1": 0.23255813953488372,
      "mc1_stderr": 0.014789157531080503,
      "mc2": 0.40572206357204965,
      "mc2_stderr": 0.014390512893375817
    },
    "webqs": {
      "acc": 0.01673228346456693,
      "acc_stderr": 0.0028461549169432184
    },
    "triviaqa": {
      "acc": 0.04154512507734465,
      "acc_stderr": 0.0018761872163031025
    },
    "headqa_es": {
      "acc": 0.26440554339897887,
      "acc_stderr": 0.008423643607316284,
      "acc_norm": 0.3099927060539752,
      "acc_norm_stderr": 0.008833810133604958
    }
  },
  "versions": {
    "squad2": 1,
    "logiqa": 0,
    "headqa_en": 0,
    "truthfulqa_mc": 1,
    "webqs": 0,
    "triviaqa": 1,
    "headqa_es": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=bigscience/bloom-3b,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda:0",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}