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mpt-7b_common_sense_reasoning_0-shot.json 2.23 KB
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Julen Etxaniz's avatar
add opt and mpt model results  
Julen Etxaniz committed
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{
  "results": {
    "arc_challenge": {
      "acc": 0.4061433447098976,
      "acc_stderr": 0.014351656690097862,
      "acc_norm": 0.4180887372013652,
      "acc_norm_stderr": 0.01441398839699608
    },
    "arc_easy": {
      "acc": 0.7487373737373737,
      "acc_stderr": 0.008900141191221648,
      "acc_norm": 0.7028619528619529,
      "acc_norm_stderr": 0.009377397867796849
    },
    "boolq": {
      "acc": 0.7351681957186544,
      "acc_stderr": 0.007717399182659714
    },
    "copa": {
      "acc": 0.85,
      "acc_stderr": 0.03588702812826373
    },
    "hellaswag": {
      "acc": 0.5723959370643298,
      "acc_stderr": 0.004937199759947679,
      "acc_norm": 0.761202947619996,
      "acc_norm_stderr": 0.004254771367531344
    },
    "mc_taco": {
      "em": 0.13513513513513514,
      "f1": 0.45480193909643063
    },
    "openbookqa": {
      "acc": 0.32,
      "acc_stderr": 0.020882340488761805,
      "acc_norm": 0.426,
      "acc_norm_stderr": 0.022136577335085637
    },
    "piqa": {
      "acc": 0.7916213275299239,
      "acc_stderr": 0.009476125383049457,
      "acc_norm": 0.8041349292709467,
      "acc_norm_stderr": 0.009259518041395765
    },
    "prost": {
      "acc": 0.25731212638770284,
      "acc_stderr": 0.0031937906462958443,
      "acc_norm": 0.30118488471391974,
      "acc_norm_stderr": 0.003351744324251047
    },
    "swag": {
      "acc": 0.5616814955513346,
      "acc_stderr": 0.0035080896485241934,
      "acc_norm": 0.7579726082175348,
      "acc_norm_stderr": 0.003028236139561354
    },
    "winogrande": {
      "acc": 0.6866614048934491,
      "acc_stderr": 0.013036512096747986
    },
    "wsc273": {
      "acc": 0.8571428571428571,
      "acc_stderr": 0.021217447349500165
    }
  },
  "versions": {
    "arc_challenge": 0,
    "arc_easy": 0,
    "boolq": 1,
    "copa": 0,
    "hellaswag": 0,
    "mc_taco": 0,
    "openbookqa": 0,
    "piqa": 0,
    "prost": 0,
    "swag": 0,
    "winogrande": 0,
    "wsc273": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=mosaicml/mpt-7b,trust_remote_code=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}