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bloom-1b7_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": {
    "webqs": {
      "acc": 0.012795275590551181,
      "acc_stderr": 0.0024938680596856277
    },
    "headqa_en": {
      "acc": 0.2775346462436178,
      "acc_stderr": 0.008552884316239918,
      "acc_norm": 0.32567469000729393,
      "acc_norm_stderr": 0.008951013596145294
    },
    "logiqa": {
      "acc": 0.21658986175115208,
      "acc_stderr": 0.016156860583178303,
      "acc_norm": 0.28110599078341014,
      "acc_norm_stderr": 0.017632374626460005
    },
    "squad2": {
      "exact": 1.8024088267497684,
      "f1": 4.382884035952938,
      "HasAns_exact": 2.395411605937922,
      "HasAns_f1": 7.563762172548798,
      "NoAns_exact": 1.2111017661900756,
      "NoAns_f1": 1.2111017661900756,
      "best_exact": 50.07159100480081,
      "best_f1": 50.07207926399809
    },
    "headqa_es": {
      "acc": 0.25419401896425964,
      "acc_stderr": 0.008316509290190668,
      "acc_norm": 0.29576951130561635,
      "acc_norm_stderr": 0.008717251898361422
    },
    "triviaqa": {
      "acc": 0.0313798285158667,
      "acc_stderr": 0.0016392014864795154
    },
    "truthfulqa_mc": {
      "mc1": 0.24479804161566707,
      "mc1_stderr": 0.015051869486715006,
      "mc2": 0.41318090310186134,
      "mc2_stderr": 0.014436426641105374
    }
  },
  "versions": {
    "webqs": 0,
    "headqa_en": 0,
    "logiqa": 0,
    "squad2": 1,
    "headqa_es": 0,
    "triviaqa": 1,
    "truthfulqa_mc": 1
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=bigscience/bloom-1b7,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda:0",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}