{ "model_id": "m01", "checkpoint": "results/m01/final.pt", "trained_step": 15258, "num_fewshot": 0, "limit": null, "results": { "lambada_openai": { "name": "lambada_openai", "alias": "lambada_openai", "sample_len": 5153, "perplexity,none": 790.2028484001529, "perplexity_stderr,none": 43.658213353242964, "acc,none": 0.1666990102852707, "acc_stderr,none": 0.005192536192916526 }, "hellaswag": { "name": "hellaswag", "alias": "hellaswag", "sample_len": 10042, "acc,none": 0.2704640509858594, "acc_stderr,none": 0.004432917403754878, "acc_norm,none": 0.27126070503883687, "acc_norm_stderr,none": 0.0044370166009568435 }, "piqa": { "name": "piqa", "alias": "piqa", "sample_len": 1838, "acc,none": 0.5908596300326442, "acc_stderr,none": 0.011471593460443175, "acc_norm,none": 0.5859630032644179, "acc_norm_stderr,none": 0.011492118481417717 }, "sciq": { "name": "sciq", "alias": "sciq", "sample_len": 1000, "acc,none": 0.694, "acc_stderr,none": 0.014580006055436898, "acc_norm,none": 0.623, "acc_norm_stderr,none": 0.0153331701257798 }, "arc_easy": { "name": "arc_easy", "alias": "arc_easy", "sample_len": 2376, "acc,none": 0.4444444444444444, "acc_stderr,none": 0.010196254838691634, "acc_norm,none": 0.3956228956228956, "acc_norm_stderr,none": 0.01003374139343112 }, "winogrande": { "name": "winogrande", "alias": "winogrande", "sample_len": 1267, "acc,none": 0.5074980268350434, "acc_stderr,none": 0.014050905521228646 }, "blimp_adjunct_island": { "name": "blimp_adjunct_island", "alias": "blimp_adjunct_island", "sample_len": 1000, "acc,none": 0.809, "acc_stderr,none": 0.012436787112179482 }, "blimp_anaphor_gender_agreement": { "name": "blimp_anaphor_gender_agreement", "alias": "blimp_anaphor_gender_agreement", "sample_len": 1000, "acc,none": 0.876, "acc_stderr,none": 0.010427498872343873 }, "blimp_anaphor_number_agreement": { "name": "blimp_anaphor_number_agreement", "alias": "blimp_anaphor_number_agreement", "sample_len": 1000, "acc,none": 0.97, "acc_stderr,none": 0.0053971408290991564 }, "blimp_animate_subject_passive": { "name": "blimp_animate_subject_passive", "alias": "blimp_animate_subject_passive", "sample_len": 1000, "acc,none": 0.741, "acc_stderr,none": 0.013860415257527861 }, "blimp_animate_subject_trans": { "name": "blimp_animate_subject_trans", "alias": "blimp_animate_subject_trans", "sample_len": 1000, "acc,none": 0.911, "acc_stderr,none": 0.009008893392651516 }, "blimp_causative": { "name": "blimp_causative", "alias": "blimp_causative", "sample_len": 1000, "acc,none": 0.714, "acc_stderr,none": 0.014297146862518003 }, "blimp_complex_NP_island": { "name": "blimp_complex_NP_island", "alias": "blimp_complex_NP_island", "sample_len": 1000, "acc,none": 0.547, "acc_stderr,none": 0.015749255189977687 }, "blimp_coordinate_structure_constraint_complex_left_branch": { "name": "blimp_coordinate_structure_constraint_complex_left_branch", "alias": "blimp_coordinate_structure_constraint_complex_left_branch", "sample_len": 1000, "acc,none": 0.521, "acc_stderr,none": 0.015805341148131185 }, "blimp_coordinate_structure_constraint_object_extraction": { "name": "blimp_coordinate_structure_constraint_object_extraction", "alias": "blimp_coordinate_structure_constraint_object_extraction", "sample_len": 1000, "acc,none": 0.802, "acc_stderr,none": 0.012607733934175283 }, "blimp_determiner_noun_agreement_1": { "name": "blimp_determiner_noun_agreement_1", "alias": "blimp_determiner_noun_agreement_1", "sample_len": 1000, "acc,none": 0.975, "acc_stderr,none": 0.004939574819698493 }, "blimp_determiner_noun_agreement_2": { "name": "blimp_determiner_noun_agreement_2", "alias": "blimp_determiner_noun_agreement_2", "sample_len": 1000, "acc,none": 0.948, "acc_stderr,none": 0.007024624213817088 }, "blimp_determiner_noun_agreement_irregular_1": { "name": "blimp_determiner_noun_agreement_irregular_1", "alias": "blimp_determiner_noun_agreement_irregular_1", "sample_len": 1000, "acc,none": 0.86, "acc_stderr,none": 0.010978183844357888 }, "blimp_determiner_noun_agreement_irregular_2": { "name": "blimp_determiner_noun_agreement_irregular_2", "alias": "blimp_determiner_noun_agreement_irregular_2", "sample_len": 1000, "acc,none": 0.941, "acc_stderr,none": 0.007454835650406693 }, "blimp_determiner_noun_agreement_with_adj_2": { "name": "blimp_determiner_noun_agreement_with_adj_2", "alias": "blimp_determiner_noun_agreement_with_adj_2", "sample_len": 1000, "acc,none": 0.913, "acc_stderr,none": 0.008916866630745944 }, "blimp_determiner_noun_agreement_with_adj_irregular_1": { "name": "blimp_determiner_noun_agreement_with_adj_irregular_1", "alias": "blimp_determiner_noun_agreement_with_adj_irregular_1", "sample_len": 1000, "acc,none": 0.805, "acc_stderr,none": 0.012535235623319256 }, "blimp_determiner_noun_agreement_with_adj_irregular_2": { "name": "blimp_determiner_noun_agreement_with_adj_irregular_2", "alias": "blimp_determiner_noun_agreement_with_adj_irregular_2", "sample_len": 1000, "acc,none": 0.899, "acc_stderr,none": 0.009533618929341046 }, "blimp_determiner_noun_agreement_with_adjective_1": { "name": "blimp_determiner_noun_agreement_with_adjective_1", "alias": "blimp_determiner_noun_agreement_with_adjective_1", "sample_len": 1000, "acc,none": 0.93, "acc_stderr,none": 0.008072494358323525 }, "blimp_distractor_agreement_relational_noun": { "name": "blimp_distractor_agreement_relational_noun", "alias": "blimp_distractor_agreement_relational_noun", "sample_len": 1000, "acc,none": 0.822, "acc_stderr,none": 0.012102167676183571 }, "blimp_distractor_agreement_relative_clause": { "name": "blimp_distractor_agreement_relative_clause", "alias": "blimp_distractor_agreement_relative_clause", "sample_len": 1000, "acc,none": 0.623, "acc_stderr,none": 0.0153331701257798 }, "blimp_drop_argument": { "name": "blimp_drop_argument", "alias": "blimp_drop_argument", "sample_len": 1000, "acc,none": 0.7, "acc_stderr,none": 0.014498627873361335 }, "blimp_ellipsis_n_bar_1": { "name": "blimp_ellipsis_n_bar_1", "alias": "blimp_ellipsis_n_bar_1", "sample_len": 1000, "acc,none": 0.785, "acc_stderr,none": 0.01299784381903183 }, "blimp_ellipsis_n_bar_2": { "name": "blimp_ellipsis_n_bar_2", "alias": "blimp_ellipsis_n_bar_2", "sample_len": 1000, "acc,none": 0.839, "acc_stderr,none": 0.011628164696727263 }, "blimp_existential_there_object_raising": { "name": "blimp_existential_there_object_raising", "alias": "blimp_existential_there_object_raising", "sample_len": 1000, "acc,none": 0.735, "acc_stderr,none": 0.013963164754810064 }, "blimp_existential_there_quantifiers_1": { "name": "blimp_existential_there_quantifiers_1", "alias": "blimp_existential_there_quantifiers_1", "sample_len": 1000, "acc,none": 0.965, "acc_stderr,none": 0.005814534272734903 }, "blimp_existential_there_quantifiers_2": { "name": "blimp_existential_there_quantifiers_2", "alias": "blimp_existential_there_quantifiers_2", "sample_len": 1000, "acc,none": 0.44, "acc_stderr,none": 0.015704987954361718 }, "blimp_existential_there_subject_raising": { "name": "blimp_existential_there_subject_raising", "alias": "blimp_existential_there_subject_raising", "sample_len": 1000, "acc,none": 0.851, "acc_stderr,none": 0.011266140684632246 }, "blimp_expletive_it_object_raising": { "name": "blimp_expletive_it_object_raising", "alias": "blimp_expletive_it_object_raising", "sample_len": 1000, "acc,none": 0.716, "acc_stderr,none": 0.014267009061031241 }, "blimp_inchoative": { "name": "blimp_inchoative", "alias": "blimp_inchoative", "sample_len": 1000, "acc,none": 0.642, "acc_stderr,none": 0.015167928865407633 }, "blimp_intransitive": { "name": "blimp_intransitive", "alias": "blimp_intransitive", "sample_len": 1000, "acc,none": 0.713, "acc_stderr,none": 0.014312087053810001 }, "blimp_irregular_past_participle_adjectives": { "name": "blimp_irregular_past_participle_adjectives", "alias": "blimp_irregular_past_participle_adjectives", "sample_len": 1000, "acc,none": 0.861, "acc_stderr,none": 0.010945263761042892 }, "blimp_irregular_past_participle_verbs": { "name": "blimp_irregular_past_participle_verbs", "alias": "blimp_irregular_past_participle_verbs", "sample_len": 1000, "acc,none": 0.843, "acc_stderr,none": 0.011510146979230262 }, "blimp_irregular_plural_subject_verb_agreement_1": { "name": "blimp_irregular_plural_subject_verb_agreement_1", "alias": "blimp_irregular_plural_subject_verb_agreement_1", "sample_len": 1000, "acc,none": 0.905, "acc_stderr,none": 0.009276910103103353 }, "blimp_irregular_plural_subject_verb_agreement_2": { "name": "blimp_irregular_plural_subject_verb_agreement_2", "alias": "blimp_irregular_plural_subject_verb_agreement_2", "sample_len": 1000, "acc,none": 0.874, "acc_stderr,none": 0.010499249222407964 }, "blimp_left_branch_island_echo_question": { "name": "blimp_left_branch_island_echo_question", "alias": "blimp_left_branch_island_echo_question", "sample_len": 1000, "acc,none": 0.465, "acc_stderr,none": 0.015780495050030086 }, "blimp_left_branch_island_simple_question": { "name": "blimp_left_branch_island_simple_question", "alias": "blimp_left_branch_island_simple_question", "sample_len": 1000, "acc,none": 0.589, "acc_stderr,none": 0.01556667341859915 }, "blimp_matrix_question_npi_licensor_present": { "name": "blimp_matrix_question_npi_licensor_present", "alias": "blimp_matrix_question_npi_licensor_present", "sample_len": 1000, "acc,none": 0.437, "acc_stderr,none": 0.015693223928730425 }, "blimp_npi_present_1": { "name": "blimp_npi_present_1", "alias": "blimp_npi_present_1", "sample_len": 1000, "acc,none": 0.494, "acc_stderr,none": 0.015818160898606836 }, "blimp_npi_present_2": { "name": "blimp_npi_present_2", "alias": "blimp_npi_present_2", "sample_len": 1000, "acc,none": 0.578, "acc_stderr,none": 0.015625625112620622 }, "blimp_only_npi_licensor_present": { "name": "blimp_only_npi_licensor_present", "alias": "blimp_only_npi_licensor_present", "sample_len": 1000, "acc,none": 0.975, "acc_stderr,none": 0.004939574819698493 }, "blimp_only_npi_scope": { "name": "blimp_only_npi_scope", "alias": "blimp_only_npi_scope", "sample_len": 1000, "acc,none": 0.726, "acc_stderr,none": 0.01411109928825969 }, "blimp_passive_1": { "name": "blimp_passive_1", "alias": "blimp_passive_1", "sample_len": 1000, "acc,none": 0.876, "acc_stderr,none": 0.010427498872343873 }, "blimp_passive_2": { "name": "blimp_passive_2", "alias": "blimp_passive_2", "sample_len": 1000, "acc,none": 0.887, "acc_stderr,none": 0.010016552866696773 }, "blimp_principle_A_c_command": { "name": "blimp_principle_A_c_command", "alias": "blimp_principle_A_c_command", "sample_len": 1000, "acc,none": 0.582, "acc_stderr,none": 0.015605111967541904 }, "blimp_principle_A_case_1": { "name": "blimp_principle_A_case_1", "alias": "blimp_principle_A_case_1", "sample_len": 1000, "acc,none": 1.0, "acc_stderr,none": 0.0 }, "blimp_principle_A_case_2": { "name": "blimp_principle_A_case_2", "alias": "blimp_principle_A_case_2", "sample_len": 1000, "acc,none": 0.912, "acc_stderr,none": 0.008963053962592012 }, "blimp_principle_A_domain_1": { "name": "blimp_principle_A_domain_1", "alias": "blimp_principle_A_domain_1", "sample_len": 1000, "acc,none": 0.91, "acc_stderr,none": 0.009054390204866477 }, "blimp_principle_A_domain_2": { "name": "blimp_principle_A_domain_2", "alias": "blimp_principle_A_domain_2", "sample_len": 1000, "acc,none": 0.729, "acc_stderr,none": 0.014062601350986125 }, "blimp_principle_A_domain_3": { "name": "blimp_principle_A_domain_3", "alias": "blimp_principle_A_domain_3", "sample_len": 1000, "acc,none": 0.636, "acc_stderr,none": 0.015222868840522005 }, "blimp_principle_A_reconstruction": { "name": "blimp_principle_A_reconstruction", "alias": "blimp_principle_A_reconstruction", "sample_len": 1000, "acc,none": 0.508, "acc_stderr,none": 0.015817274929209084 }, "blimp_regular_plural_subject_verb_agreement_1": { "name": "blimp_regular_plural_subject_verb_agreement_1", "alias": "blimp_regular_plural_subject_verb_agreement_1", "sample_len": 1000, "acc,none": 0.887, "acc_stderr,none": 0.010016552866696773 }, "blimp_regular_plural_subject_verb_agreement_2": { "name": "blimp_regular_plural_subject_verb_agreement_2", "alias": "blimp_regular_plural_subject_verb_agreement_2", "sample_len": 1000, "acc,none": 0.901, "acc_stderr,none": 0.009449248027662746 }, "blimp_sentential_negation_npi_licensor_present": { "name": "blimp_sentential_negation_npi_licensor_present", "alias": "blimp_sentential_negation_npi_licensor_present", "sample_len": 1000, "acc,none": 0.987, "acc_stderr,none": 0.003583830889403662 }, "blimp_sentential_negation_npi_scope": { "name": "blimp_sentential_negation_npi_scope", "alias": "blimp_sentential_negation_npi_scope", "sample_len": 1000, "acc,none": 0.441, "acc_stderr,none": 0.015708779894242766 }, "blimp_sentential_subject_island": { "name": "blimp_sentential_subject_island", "alias": "blimp_sentential_subject_island", "sample_len": 1000, "acc,none": 0.436, "acc_stderr,none": 0.015689173023144022 }, "blimp_superlative_quantifiers_1": { "name": "blimp_superlative_quantifiers_1", "alias": "blimp_superlative_quantifiers_1", "sample_len": 1000, "acc,none": 0.841, "acc_stderr,none": 0.011569479368271195 }, "blimp_superlative_quantifiers_2": { "name": "blimp_superlative_quantifiers_2", "alias": "blimp_superlative_quantifiers_2", "sample_len": 1000, "acc,none": 0.871, "acc_stderr,none": 0.010605256784796466 }, "blimp_tough_vs_raising_1": { "name": "blimp_tough_vs_raising_1", "alias": "blimp_tough_vs_raising_1", "sample_len": 1000, "acc,none": 0.514, "acc_stderr,none": 0.01581309754773093 }, "blimp_tough_vs_raising_2": { "name": "blimp_tough_vs_raising_2", "alias": "blimp_tough_vs_raising_2", "sample_len": 1000, "acc,none": 0.923, "acc_stderr,none": 0.00843458014024066 }, "blimp_transitive": { "name": "blimp_transitive", "alias": "blimp_transitive", "sample_len": 1000, "acc,none": 0.803, "acc_stderr,none": 0.012583693787968196 }, "blimp_wh_island": { "name": "blimp_wh_island", "alias": "blimp_wh_island", "sample_len": 1000, "acc,none": 0.812, "acc_stderr,none": 0.012361586015103758 }, "blimp_wh_questions_object_gap": { "name": "blimp_wh_questions_object_gap", "alias": "blimp_wh_questions_object_gap", "sample_len": 1000, "acc,none": 0.662, "acc_stderr,none": 0.014965960710224385 }, "blimp_wh_questions_subject_gap": { "name": "blimp_wh_questions_subject_gap", "alias": "blimp_wh_questions_subject_gap", "sample_len": 1000, "acc,none": 0.878, "acc_stderr,none": 0.010354864712936776 }, "blimp_wh_questions_subject_gap_long_distance": { "name": "blimp_wh_questions_subject_gap_long_distance", "alias": "blimp_wh_questions_subject_gap_long_distance", "sample_len": 1000, "acc,none": 0.881, "acc_stderr,none": 0.01024421514533661 }, "blimp_wh_vs_that_no_gap": { "name": "blimp_wh_vs_that_no_gap", "alias": "blimp_wh_vs_that_no_gap", "sample_len": 1000, "acc,none": 0.95, "acc_stderr,none": 0.006895472974897918 }, "blimp_wh_vs_that_no_gap_long_distance": { "name": "blimp_wh_vs_that_no_gap_long_distance", "alias": "blimp_wh_vs_that_no_gap_long_distance", "sample_len": 1000, "acc,none": 0.976, "acc_stderr,none": 0.004842256441727084 }, "blimp_wh_vs_that_with_gap": { "name": "blimp_wh_vs_that_with_gap", "alias": "blimp_wh_vs_that_with_gap", "sample_len": 1000, "acc,none": 0.517, "acc_stderr,none": 0.015810153729833274 }, "blimp_wh_vs_that_with_gap_long_distance": { "name": "blimp_wh_vs_that_with_gap_long_distance", "alias": "blimp_wh_vs_that_with_gap_long_distance", "sample_len": 1000, "acc,none": 0.192, "acc_stderr,none": 0.01246159264666003 }, "blimp": { "alias": "blimp", "name": "blimp", "sample_len": 67000, "acc,none": 0.764955223880597, "acc_stderr,none": 0.001484412469452518, "sample_count": { "acc,none": 67000 } } } }