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bloom-560m_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": {
    "logiqa": {
      "acc": 0.22580645161290322,
      "acc_stderr": 0.01639971378844507,
      "acc_norm": 0.271889400921659,
      "acc_norm_stderr": 0.01745171600943683
    },
    "webqs": {
      "acc": 0.008366141732283465,
      "acc_stderr": 0.002021079144496907
    },
    "triviaqa": {
      "acc": 0.014408202952355696,
      "acc_stderr": 0.001120427476389321
    },
    "truthfulqa_mc": {
      "mc1": 0.24479804161566707,
      "mc1_stderr": 0.01505186948671501,
      "mc2": 0.42431454034377986,
      "mc2_stderr": 0.015119647586282134
    },
    "headqa_en": {
      "acc": 0.2567469000729395,
      "acc_stderr": 0.008343849291869198,
      "acc_norm": 0.29576951130561635,
      "acc_norm_stderr": 0.008717251898361426
    },
    "headqa_es": {
      "acc": 0.23960612691466082,
      "acc_stderr": 0.008152930613263032,
      "acc_norm": 0.27169948942377825,
      "acc_norm_stderr": 0.00849660053640109
    },
    "squad2": {
      "exact": 0.4295460288048513,
      "f1": 1.8591225589833205,
      "HasAns_exact": 0.7591093117408907,
      "HasAns_f1": 3.622362034886802,
      "NoAns_exact": 0.10092514718250631,
      "NoAns_f1": 0.10092514718250631,
      "best_exact": 50.07159100480081,
      "best_f1": 50.07159100480081
    }
  },
  "versions": {
    "logiqa": 0,
    "webqs": 0,
    "triviaqa": 1,
    "truthfulqa_mc": 1,
    "headqa_en": 0,
    "headqa_es": 0,
    "squad2": 1
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=bigscience/bloom-560m,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda:0",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}