{ "results": { "bigbench_analogies": { "multiple_choice_grade": 0.4, "multiple_choice_grade_stderr": 0.04313310928137536 }, "bigbench_arithmetic_1_digit_addition": { "multiple_choice_grade": 0.55, "multiple_choice_grade_stderr": 0.05 }, "bigbench_arithmetic_1_digit_division": { "multiple_choice_grade": 0.5652173913043478, "multiple_choice_grade_stderr": 0.10568965974008647 }, "bigbench_arithmetic_1_digit_multiplication": { "multiple_choice_grade": 0.4, "multiple_choice_grade_stderr": 0.049236596391733084 }, "bigbench_arithmetic_1_digit_subtraction": { "multiple_choice_grade": 0.42, "multiple_choice_grade_stderr": 0.049604496374885836 }, "bigbench_arithmetic_2_digit_addition": { "multiple_choice_grade": 0.48, "multiple_choice_grade_stderr": 0.050211673156867795 }, "bigbench_arithmetic_2_digit_division": { "multiple_choice_grade": 0.54, "multiple_choice_grade_stderr": 0.05009082659620332 }, "bigbench_arithmetic_2_digit_multiplication": { "multiple_choice_grade": 0.21, "multiple_choice_grade_stderr": 0.040936018074033256 }, "bigbench_arithmetic_2_digit_subtraction": { "multiple_choice_grade": 0.49, "multiple_choice_grade_stderr": 0.05024183937956913 }, "bigbench_arithmetic_3_digit_addition": { "multiple_choice_grade": 0.49, "multiple_choice_grade_stderr": 0.05024183937956911 }, "bigbench_arithmetic_3_digit_division": { "multiple_choice_grade": 0.36, "multiple_choice_grade_stderr": 0.048241815132442176 }, "bigbench_arithmetic_3_digit_multiplication": { "multiple_choice_grade": 0.33, "multiple_choice_grade_stderr": 0.04725815626252605 }, "bigbench_arithmetic_3_digit_subtraction": { "multiple_choice_grade": 0.43, "multiple_choice_grade_stderr": 0.04975698519562428 }, "bigbench_arithmetic_4_digit_addition": { "multiple_choice_grade": 0.47, "multiple_choice_grade_stderr": 0.050161355804659205 }, "bigbench_arithmetic_4_digit_division": { "multiple_choice_grade": 0.34, "multiple_choice_grade_stderr": 0.04760952285695235 }, "bigbench_arithmetic_4_digit_multiplication": { "multiple_choice_grade": 0.31, "multiple_choice_grade_stderr": 0.04648231987117316 }, "bigbench_arithmetic_4_digit_subtraction": { "multiple_choice_grade": 0.35, "multiple_choice_grade_stderr": 0.047937248544110196 }, "bigbench_arithmetic_5_digit_addition": { "multiple_choice_grade": 0.6, "multiple_choice_grade_stderr": 0.049236596391733084 }, "bigbench_arithmetic_5_digit_division": { "multiple_choice_grade": 0.31, "multiple_choice_grade_stderr": 0.04648231987117316 }, "bigbench_arithmetic_5_digit_multiplication": { "multiple_choice_grade": 0.37, "multiple_choice_grade_stderr": 0.048523658709390974 }, "bigbench_arithmetic_5_digit_subtraction": { "multiple_choice_grade": 0.5, "multiple_choice_grade_stderr": 0.050251890762960605 }, "bigbench_cause_and_effect_one_sentence": { "multiple_choice_grade": 0.5294117647058824, "multiple_choice_grade_stderr": 0.07058823529411762 }, "bigbench_cause_and_effect_one_sentence_no_prompt": { "multiple_choice_grade": 0.8431372549019608, "multiple_choice_grade_stderr": 0.05143089038668236 }, "bigbench_cause_and_effect_two_sentences": { "multiple_choice_grade": 0.49019607843137253, "multiple_choice_grade_stderr": 0.07069708383262727 }, "bigbench_emotions": { "multiple_choice_grade": 0.475, "multiple_choice_grade_stderr": 0.03960298254443845 }, "bigbench_empirical_judgments": { "multiple_choice_grade": 0.42424242424242425, "multiple_choice_grade_stderr": 0.049924513396843256 }, "bigbench_general_knowledge": { "multiple_choice_grade": 0.5142857142857142, "multiple_choice_grade_stderr": 0.060168352985402886 }, "bigbench_hhh_alignment_harmless": { "multiple_choice_grade": 0.43103448275862066, "multiple_choice_grade_stderr": 0.06559361295281742 }, "bigbench_hhh_alignment_helpful": { "multiple_choice_grade": 0.3389830508474576, "multiple_choice_grade_stderr": 0.062155747381159164 }, "bigbench_hhh_alignment_honest": { "multiple_choice_grade": 0.3728813559322034, "multiple_choice_grade_stderr": 0.0634959746661109 }, "bigbench_hhh_alignment_other": { "multiple_choice_grade": 0.5581395348837209, "multiple_choice_grade_stderr": 0.07662832288817804 }, "bigbench_intent_recognition": { "multiple_choice_grade": 0.35260115606936415, "multiple_choice_grade_stderr": 0.01817560190989933 }, "bigbench_misconceptions": { "multiple_choice_grade": 0.5522388059701493, "multiple_choice_grade_stderr": 0.04311822418389972 }, "bigbench_paraphrase": { "multiple_choice_grade": 0.465, "multiple_choice_grade_stderr": 0.03535711566489419 }, "bigbench_sentence_ambiguity": { "multiple_choice_grade": 0.4666666666666667, "multiple_choice_grade_stderr": 0.06494964005966064 }, "bigbench_similarities_abstraction": { "multiple_choice_grade": 0.5921052631578947, "multiple_choice_grade_stderr": 0.05674699645486273 } }, "versions": { "bigbench_analogies": 0, "bigbench_arithmetic_1_digit_addition": 0, "bigbench_arithmetic_1_digit_division": 0, "bigbench_arithmetic_1_digit_multiplication": 0, "bigbench_arithmetic_1_digit_subtraction": 0, "bigbench_arithmetic_2_digit_addition": 0, "bigbench_arithmetic_2_digit_division": 0, "bigbench_arithmetic_2_digit_multiplication": 0, "bigbench_arithmetic_2_digit_subtraction": 0, "bigbench_arithmetic_3_digit_addition": 0, "bigbench_arithmetic_3_digit_division": 0, "bigbench_arithmetic_3_digit_multiplication": 0, "bigbench_arithmetic_3_digit_subtraction": 0, "bigbench_arithmetic_4_digit_addition": 0, "bigbench_arithmetic_4_digit_division": 0, "bigbench_arithmetic_4_digit_multiplication": 0, "bigbench_arithmetic_4_digit_subtraction": 0, "bigbench_arithmetic_5_digit_addition": 0, "bigbench_arithmetic_5_digit_division": 0, "bigbench_arithmetic_5_digit_multiplication": 0, "bigbench_arithmetic_5_digit_subtraction": 0, "bigbench_cause_and_effect_one_sentence": 0, "bigbench_cause_and_effect_one_sentence_no_prompt": 0, "bigbench_cause_and_effect_two_sentences": 0, "bigbench_emotions": 0, "bigbench_empirical_judgments": 0, "bigbench_general_knowledge": 0, "bigbench_hhh_alignment_harmless": 0, "bigbench_hhh_alignment_helpful": 0, "bigbench_hhh_alignment_honest": 0, "bigbench_hhh_alignment_other": 0, "bigbench_intent_recognition": 0, "bigbench_misconceptions": 0, "bigbench_paraphrase": 0, "bigbench_sentence_ambiguity": 0, "bigbench_similarities_abstraction": 0 }, "config": { "model": "hf-causal", "model_args": "pretrained=gpt3-finnish-8B", "num_fewshot": 1, "batch_size": null, "device": "cuda:0", "no_cache": false, "limit": null, "bootstrap_iters": 100000, "description_dict": {} } }