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bloom-7b1_xnli_0-shot.json 2.02 KB
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Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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{
  "results": {
    "xnli_ar": {
      "acc": 0.3383233532934132,
      "acc_stderr": 0.006685184166851475
    },
    "xnli_bg": {
      "acc": 0.3970059880239521,
      "acc_stderr": 0.006913206227417221
    },
    "xnli_de": {
      "acc": 0.39860279441117763,
      "acc_stderr": 0.0069179171504068675
    },
    "xnli_el": {
      "acc": 0.35748502994011977,
      "acc_stderr": 0.006771658365506411
    },
    "xnli_en": {
      "acc": 0.539121756487026,
      "acc_stderr": 0.007043053978003474
    },
    "xnli_es": {
      "acc": 0.4870259481037924,
      "acc_stderr": 0.007062333678954121
    },
    "xnli_fr": {
      "acc": 0.49680638722554893,
      "acc_stderr": 0.00706456831954508
    },
    "xnli_hi": {
      "acc": 0.46506986027944114,
      "acc_stderr": 0.007047451825220883
    },
    "xnli_ru": {
      "acc": 0.4305389221556886,
      "acc_stderr": 0.006996208063220089
    },
    "xnli_sw": {
      "acc": 0.37924151696606784,
      "acc_stderr": 0.006855572898852684
    },
    "xnli_th": {
      "acc": 0.3499001996007984,
      "acc_stderr": 0.00673886250800537
    },
    "xnli_tr": {
      "acc": 0.3508982035928144,
      "acc_stderr": 0.00674328417575373
    },
    "xnli_ur": {
      "acc": 0.42095808383233535,
      "acc_stderr": 0.006975878576227378
    },
    "xnli_vi": {
      "acc": 0.47045908183632734,
      "acc_stderr": 0.007052371383794704
    },
    "xnli_zh": {
      "acc": 0.35429141716566864,
      "acc_stderr": 0.006758076124936785
    }
  },
  "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=bigscience/bloom-7b1",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}