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mpt-7b_arithmetic_5-shot.json 1.48 KB
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Julen Etxaniz's avatar
add opt and mpt model results  
Julen Etxaniz committed
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{
  "results": {
    "arithmetic_1dc": {
      "acc": 0.081,
      "acc_stderr": 0.006102304405675846
    },
    "arithmetic_2da": {
      "acc": 0.918,
      "acc_stderr": 0.006136515983374211
    },
    "arithmetic_2dm": {
      "acc": 0.256,
      "acc_stderr": 0.009761129023832868
    },
    "arithmetic_2ds": {
      "acc": 0.7875,
      "acc_stderr": 0.009149520854445372
    },
    "arithmetic_3da": {
      "acc": 0.2915,
      "acc_stderr": 0.010164424861564223
    },
    "arithmetic_3ds": {
      "acc": 0.428,
      "acc_stderr": 0.011066581884995264
    },
    "arithmetic_4da": {
      "acc": 0.026,
      "acc_stderr": 0.0035592603398856676
    },
    "arithmetic_4ds": {
      "acc": 0.026,
      "acc_stderr": 0.003559260339885677
    },
    "arithmetic_5da": {
      "acc": 0.0045,
      "acc_stderr": 0.0014969954902233202
    },
    "arithmetic_5ds": {
      "acc": 0.002,
      "acc_stderr": 0.0009992493430694993
    }
  },
  "versions": {
    "arithmetic_1dc": 0,
    "arithmetic_2da": 0,
    "arithmetic_2dm": 0,
    "arithmetic_2ds": 0,
    "arithmetic_3da": 0,
    "arithmetic_3ds": 0,
    "arithmetic_4da": 0,
    "arithmetic_4ds": 0,
    "arithmetic_5da": 0,
    "arithmetic_5ds": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=mosaicml/mpt-7b,trust_remote_code=True",
    "num_fewshot": 5,
    "batch_size": "auto",
    "device": "cuda",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}