xglm-4.5B_xnli_0-shot.json 2.04 KB
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{
  "results": {
    "xnli_ar": {
      "acc": 0.33592814371257484,
      "acc_stderr": 0.006673523847107451
    },
    "xnli_bg": {
      "acc": 0.4560878243512974,
      "acc_stderr": 0.00703741421319664
    },
    "xnli_de": {
      "acc": 0.47105788423153694,
      "acc_stderr": 0.007052867041612212
    },
    "xnli_el": {
      "acc": 0.39840319361277443,
      "acc_stderr": 0.006917332484904377
    },
    "xnli_en": {
      "acc": 0.5363273453093812,
      "acc_stderr": 0.007046041494004668
    },
    "xnli_es": {
      "acc": 0.47684630738522954,
      "acc_stderr": 0.00705713367164529
    },
    "xnli_fr": {
      "acc": 0.47305389221556887,
      "acc_stderr": 0.007054445696700673
    },
    "xnli_hi": {
      "acc": 0.4249500998003992,
      "acc_stderr": 0.0069846752434985565
    },
    "xnli_ru": {
      "acc": 0.4614770459081836,
      "acc_stderr": 0.0070437128985425335
    },
    "xnli_sw": {
      "acc": 0.39580838323353296,
      "acc_stderr": 0.006909622580687441
    },
    "xnli_th": {
      "acc": 0.3968063872255489,
      "acc_stderr": 0.0069126119585257075
    },
    "xnli_tr": {
      "acc": 0.4485029940119761,
      "acc_stderr": 0.007027142119481902
    },
    "xnli_ur": {
      "acc": 0.37465069860279443,
      "acc_stderr": 0.006839102174587385
    },
    "xnli_vi": {
      "acc": 0.45868263473053894,
      "acc_stderr": 0.007040550421310631
    },
    "xnli_zh": {
      "acc": 0.34770459081836325,
      "acc_stderr": 0.006729020595578698
    }
  },
  "versions": {
    "xnli_ar": 0,
    "xnli_bg": 0,
    "xnli_de": 0,
    "xnli_el": 0,
    "xnli_en": 0,
    "xnli_es": 0,
    "xnli_fr": 0,
    "xnli_hi": 0,
    "xnli_ru": 0,
    "xnli_sw": 0,
    "xnli_th": 0,
    "xnli_tr": 0,
    "xnli_ur": 0,
    "xnli_vi": 0,
    "xnli_zh": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=facebook/xglm-4.5B,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}