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llama-7B_mathematical_reasoning_0-shot.json 1.84 KB
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Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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{
  "results": {
    "mathqa": {
      "acc": 0.26767169179229483,
      "acc_stderr": 0.008105031808599684,
      "acc_norm": 0.27872696817420434,
      "acc_norm_stderr": 0.008208048863665952
    },
    "math_asdiv": {
      "acc": 0.0,
      "acc_stderr": 0.0
    },
    "gsm8k": {
      "acc": 0.0,
      "acc_stderr": 0.0
    },
    "math_num_theory": {
      "acc": 0.007407407407407408,
      "acc_stderr": 0.003693382168437238
    },
    "math_precalc": {
      "acc": 0.003663003663003663,
      "acc_stderr": 0.002587757368193461
    },
    "drop": {
      "em": 0.04268036912751678,
      "em_stderr": 0.002070056585023236,
      "f1": 0.1215950083892614,
      "f1_stderr": 0.0024765528531984883
    },
    "math_geometry": {
      "acc": 0.008350730688935281,
      "acc_stderr": 0.004162242110295851
    },
    "math_counting_and_prob": {
      "acc": 0.016877637130801686,
      "acc_stderr": 0.0059228268948526815
    },
    "math_intermediate_algebra": {
      "acc": 0.006644518272425249,
      "acc_stderr": 0.0027050844483854013
    },
    "math_prealgebra": {
      "acc": 0.012629161882893225,
      "acc_stderr": 0.003785888218263002
    },
    "math_algebra": {
      "acc": 0.016849199663016005,
      "acc_stderr": 0.0037372948497597248
    }
  },
  "versions": {
    "mathqa": 0,
    "math_asdiv": 0,
    "gsm8k": 0,
    "math_num_theory": 1,
    "math_precalc": 1,
    "drop": 1,
    "math_geometry": 1,
    "math_counting_and_prob": 1,
    "math_intermediate_algebra": 1,
    "math_prealgebra": 1,
    "math_algebra": 1
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=/gaueko1/hizkuntza-ereduak/LLaMA/lm/huggingface/7B,use_accelerate=True",
    "num_fewshot": 0,
    "batch_size": "auto",
    "device": "cuda:0",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}