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llama-13B_glue_0-shot.json 1.46 KB
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Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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{
  "results": {
    "mnli_mismatched": {
      "acc": 0.45351912123677784,
      "acc_stderr": 0.005020956265665617
    },
    "wnli": {
      "acc": 0.4647887323943662,
      "acc_stderr": 0.0596130578497224
    },
    "sst": {
      "acc": 0.6536697247706422,
      "acc_stderr": 0.01612186710508361
    },
    "cola": {
      "mcc": 0.0,
      "mcc_stderr": 0.0
    },
    "mnli": {
      "acc": 0.43555781966377993,
      "acc_stderr": 0.005005063722742048
    },
    "qnli": {
      "acc": 0.4995423759838916,
      "acc_stderr": 0.006765407718154766
    },
    "mrpc": {
      "acc": 0.6862745098039216,
      "acc_stderr": 0.022999936277943434,
      "f1": 0.8134110787172011,
      "f1_stderr": 0.01621238238910757
    },
    "rte": {
      "acc": 0.6534296028880866,
      "acc_stderr": 0.02864445699455754
    },
    "qqp": {
      "acc": 0.3679198614889933,
      "acc_stderr": 0.0023983700314094665,
      "f1": 0.5365853658536586,
      "f1_stderr": 0.0025607085094365924
    }
  },
  "versions": {
    "mnli_mismatched": 0,
    "wnli": 1,
    "sst": 0,
    "cola": 0,
    "mnli": 0,
    "qnli": 0,
    "mrpc": 0,
    "rte": 0,
    "qqp": 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": false,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}