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bloom-1b1_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": {
    "truthfulqa_mc": {
      "mc1": 0.2533659730722154,
      "mc1_stderr": 0.01522589934082683,
      "mc2": 0.4179977378869182,
      "mc2_stderr": 0.014601549068840484
    },
    "webqs": {
      "acc": 0.013779527559055118,
      "acc_stderr": 0.002586718737195641
    },
    "logiqa": {
      "acc": 0.1889400921658986,
      "acc_stderr": 0.01535436463822078,
      "acc_norm": 0.2565284178187404,
      "acc_norm_stderr": 0.017129443327887562
    },
    "squad2": {
      "exact": 4.169123220752969,
      "f1": 6.5956997780058355,
      "HasAns_exact": 2.192982456140351,
      "HasAns_f1": 7.05309437656277,
      "NoAns_exact": 6.139613120269134,
      "NoAns_f1": 6.139613120269134,
      "best_exact": 50.07159100480081,
      "best_f1": 50.07159100480081
    },
    "headqa_es": {
      "acc": 0.24434719183078046,
      "acc_stderr": 0.008207488987159709,
      "acc_norm": 0.2830051057622174,
      "acc_norm_stderr": 0.008604004902114394
    },
    "headqa_en": {
      "acc": 0.26440554339897887,
      "acc_stderr": 0.008423643607316284,
      "acc_norm": 0.30488694383661563,
      "acc_norm_stderr": 0.008793112278191295
    },
    "triviaqa": {
      "acc": 0.026783346592415803,
      "acc_stderr": 0.001517985028991893
    }
  },
  "versions": {
    "truthfulqa_mc": 1,
    "webqs": 0,
    "logiqa": 0,
    "squad2": 1,
    "headqa_es": 0,
    "headqa_en": 0,
    "triviaqa": 1
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=bigscience/bloom-1b1,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda:0",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}