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xglm-1.7B_xnli_0-shot.json 2.04 KB
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Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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{
  "results": {
    "xnli_bg": {
      "acc": 0.4473053892215569,
      "acc_stderr": 0.0070253693946827935
    },
    "xnli_hi": {
      "acc": 0.42614770459081835,
      "acc_stderr": 0.006987223294820979
    },
    "xnli_el": {
      "acc": 0.40099800399201596,
      "acc_stderr": 0.006924839696959944
    },
    "xnli_en": {
      "acc": 0.49680638722554893,
      "acc_stderr": 0.00706456831954508
    },
    "xnli_ar": {
      "acc": 0.33512974051896205,
      "acc_stderr": 0.006669594382503631
    },
    "xnli_ru": {
      "acc": 0.4596806387225549,
      "acc_stderr": 0.00704170545485625
    },
    "xnli_fr": {
      "acc": 0.45728542914171655,
      "acc_stderr": 0.007038885597058048
    },
    "xnli_tr": {
      "acc": 0.4295409181636727,
      "acc_stderr": 0.006994215414803208
    },
    "xnli_th": {
      "acc": 0.4169660678642715,
      "acc_stderr": 0.006966614137458995
    },
    "xnli_vi": {
      "acc": 0.4502994011976048,
      "acc_stderr": 0.007029723996054755
    },
    "xnli_de": {
      "acc": 0.4532934131736527,
      "acc_stderr": 0.0070338214783393326
    },
    "xnli_sw": {
      "acc": 0.41996007984031936,
      "acc_stderr": 0.006973606391328806
    },
    "xnli_zh": {
      "acc": 0.3377245508982036,
      "acc_stderr": 0.006682287063203171
    },
    "xnli_es": {
      "acc": 0.436127744510978,
      "acc_stderr": 0.007006832004922492
    },
    "xnli_ur": {
      "acc": 0.39500998003992016,
      "acc_stderr": 0.0069072094196003676
    }
  },
  "versions": {
    "xnli_bg": 0,
    "xnli_hi": 0,
    "xnli_el": 0,
    "xnli_en": 0,
    "xnli_ar": 0,
    "xnli_ru": 0,
    "xnli_fr": 0,
    "xnli_tr": 0,
    "xnli_th": 0,
    "xnli_vi": 0,
    "xnli_de": 0,
    "xnli_sw": 0,
    "xnli_zh": 0,
    "xnli_es": 0,
    "xnli_ur": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=facebook/xglm-1.7B,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}