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llama-7B_bbh_3-shot.json 4.46 KB
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Julen Etxaniz's avatar
add bloom, xglm and llama results  
Julen Etxaniz committed
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{
  "results": {
    "bigbench_tracking_shuffled_objects_five_objects": {
      "multiple_choice_grade": 0.1824,
      "multiple_choice_grade_stderr": 0.010927017514830547
    },
    "bigbench_logical_deduction_seven_objects": {
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      "multiple_choice_grade_stderr": 0.01628337995683342
    },
    "bigbench_date_understanding": {
      "multiple_choice_grade": 0.6205962059620597,
      "multiple_choice_grade_stderr": 0.02529481360676469
    },
    "bigbench_navigate": {
      "multiple_choice_grade": 0.495,
      "multiple_choice_grade_stderr": 0.015818508944436645
    },
    "bigbench_geometric_shapes": {
      "multiple_choice_grade": 0.17827298050139276,
      "multiple_choice_grade_stderr": 0.02022856303248108,
      "exact_str_match": 0.0,
      "exact_str_match_stderr": 0.0
    },
    "bigbench_dyck_languages": {
      "multiple_choice_grade": 0.154,
      "multiple_choice_grade_stderr": 0.011419913065098684
    },
    "bigbench_temporal_sequences": {
      "multiple_choice_grade": 0.272,
      "multiple_choice_grade_stderr": 0.014078856992462611
    },
    "bigbench_snarks": {
      "multiple_choice_grade": 0.5082872928176796,
      "multiple_choice_grade_stderr": 0.03726268022638988
    },
    "bigbench_disambiguation_qa": {
      "multiple_choice_grade": 0.35271317829457366,
      "multiple_choice_grade_stderr": 0.029805242804674153
    },
    "bigbench_tracking_shuffled_objects_seven_objects": {
      "multiple_choice_grade": 0.13714285714285715,
      "multiple_choice_grade_stderr": 0.008225477923226985
    },
    "bigbench_ruin_names": {
      "multiple_choice_grade": 0.29910714285714285,
      "multiple_choice_grade_stderr": 0.021656359273376977
    },
    "bigbench_movie_recommendation": {
      "multiple_choice_grade": 0.404,
      "multiple_choice_grade_stderr": 0.021966635293832918
    },
    "bigbench_salient_translation_error_detection": {
      "multiple_choice_grade": 0.1653306613226453,
      "multiple_choice_grade_stderr": 0.011764848862417502
    },
    "bigbench_logical_deduction_five_objects": {
      "multiple_choice_grade": 0.29,
      "multiple_choice_grade_stderr": 0.020313179231745183
    },
    "bigbench_causal_judgement": {
      "multiple_choice_grade": 0.4842105263157895,
      "multiple_choice_grade_stderr": 0.036351509398643456
    },
    "bigbench_hyperbaton": {
      "multiple_choice_grade": 0.49508,
      "multiple_choice_grade_stderr": 0.0022359820804999713
    },
    "bigbench_sports_understanding": {
      "multiple_choice_grade": 0.5,
      "multiple_choice_grade_stderr": 0.015931324696929153
    },
    "bigbench_logical_deduction_three_objects": {
      "multiple_choice_grade": 0.3933333333333333,
      "multiple_choice_grade_stderr": 0.028250090846760875
    },
    "bigbench_tracking_shuffled_objects_three_objects": {
      "multiple_choice_grade": 0.3933333333333333,
      "multiple_choice_grade_stderr": 0.028250090846760875
    },
    "bigbench_formal_fallacies_syllogisms_negation": {
      "multiple_choice_grade": 0.5134507042253521,
      "multiple_choice_grade_stderr": 0.004194535955193854
    },
    "bigbench_reasoning_about_colored_objects": {
      "multiple_choice_grade": 0.346,
      "multiple_choice_grade_stderr": 0.010639483037236658
    }
  },
  "versions": {
    "bigbench_tracking_shuffled_objects_five_objects": 0,
    "bigbench_logical_deduction_seven_objects": 0,
    "bigbench_date_understanding": 0,
    "bigbench_navigate": 0,
    "bigbench_geometric_shapes": 0,
    "bigbench_dyck_languages": 0,
    "bigbench_temporal_sequences": 0,
    "bigbench_snarks": 0,
    "bigbench_disambiguation_qa": 0,
    "bigbench_tracking_shuffled_objects_seven_objects": 0,
    "bigbench_ruin_names": 0,
    "bigbench_movie_recommendation": 0,
    "bigbench_salient_translation_error_detection": 0,
    "bigbench_logical_deduction_five_objects": 0,
    "bigbench_causal_judgement": 0,
    "bigbench_hyperbaton": 0,
    "bigbench_sports_understanding": 0,
    "bigbench_logical_deduction_three_objects": 0,
    "bigbench_tracking_shuffled_objects_three_objects": 0,
    "bigbench_formal_fallacies_syllogisms_negation": 0,
    "bigbench_reasoning_about_colored_objects": 0
  },
  "config": {
    "model": "hf-causal-experimental",
    "model_args": "pretrained=/gaueko1/hizkuntza-ereduak/LLaMA/lm/huggingface/7B,use_accelerate=True",
    "num_fewshot": 3,
    "batch_size": "auto",
    "device": "cuda",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}