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llama-13B_question_answering_0-shot.json 1.65 KB
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Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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{
  "results": {
    "triviaqa": {
      "acc": 0.0,
      "acc_stderr": 0.0
    },
    "headqa_es": {
      "acc": 0.3056163384390955,
      "acc_stderr": 0.008799003959214539,
      "acc_norm": 0.3515681983953319,
      "acc_norm_stderr": 0.009119739372039878
    },
    "logiqa": {
      "acc": 0.2642089093701997,
      "acc_stderr": 0.017293954549744514,
      "acc_norm": 0.3210445468509985,
      "acc_norm_stderr": 0.018312456701476108
    },
    "headqa_en": {
      "acc": 0.34427425237053244,
      "acc_stderr": 0.009075255747504299,
      "acc_norm": 0.38584974471188915,
      "acc_norm_stderr": 0.009298050684004381
    },
    "truthfulqa_mc": {
      "mc1": 0.2582619339045288,
      "mc1_stderr": 0.0153218216884762,
      "mc2": 0.39884734031519786,
      "mc2_stderr": 0.013703865869126058
    },
    "squad2": {
      "exact": 16.440663690726858,
      "f1": 24.060945088960178,
      "HasAns_exact": 21.086369770580298,
      "HasAns_f1": 36.34878560074651,
      "NoAns_exact": 11.808242220353238,
      "NoAns_f1": 11.808242220353238,
      "best_exact": 50.07159100480081,
      "best_f1": 50.073888042388
    },
    "webqs": {
      "acc": 0.0,
      "acc_stderr": 0.0
    }
  },
  "versions": {
    "triviaqa": 1,
    "headqa_es": 0,
    "logiqa": 0,
    "headqa_en": 0,
    "truthfulqa_mc": 1,
    "squad2": 1,
    "webqs": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=/gaueko1/hizkuntza-ereduak/LLaMA/lm/huggingface/13B,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda:0",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}