{ "model_id": "m12", "checkpoint": "results/m12/final.pt", "trained_step": 15258, "num_fewshot": 0, "limit": null, "results": { "lambada_openai": { "name": "lambada_openai", "alias": "lambada_openai", "sample_len": 5153, "perplexity,none": 757.0223140222998, "perplexity_stderr,none": 40.29347300635698, "acc,none": 0.16437026974577915, "acc_stderr,none": 0.005163339102273806 }, "hellaswag": { "name": "hellaswag", "alias": "hellaswag", "sample_len": 10042, "acc,none": 0.2711611232822147, "acc_stderr,none": 0.004436505187567018, "acc_norm,none": 0.2758414658434575, "acc_norm_stderr,none": 0.0044602388792477484 }, "piqa": { "name": "piqa", "alias": "piqa", "sample_len": 1838, "acc,none": 0.5897714907508161, "acc_stderr,none": 0.011476256036359241, "acc_norm,none": 0.588139281828074, "acc_norm_stderr,none": 0.011483141106304523 }, "sciq": { "name": "sciq", "alias": "sciq", "sample_len": 1000, "acc,none": 0.705, "acc_stderr,none": 0.014428554438445425, "acc_norm,none": 0.613, "acc_norm_stderr,none": 0.015410011955494015 }, "arc_easy": { "name": "arc_easy", "alias": "arc_easy", "sample_len": 2376, "acc,none": 0.4444444444444444, "acc_stderr,none": 0.010196254838691634, "acc_norm,none": 0.41035353535353536, "acc_norm_stderr,none": 0.01009353125576533 }, "winogrande": { "name": "winogrande", "alias": "winogrande", "sample_len": 1267, "acc,none": 0.4972375690607735, "acc_stderr,none": 0.014052271211616401 }, "blimp_adjunct_island": { "name": "blimp_adjunct_island", "alias": "blimp_adjunct_island", "sample_len": 1000, "acc,none": 0.779, "acc_stderr,none": 0.01312750285969618 }, "blimp_anaphor_gender_agreement": { "name": "blimp_anaphor_gender_agreement", "alias": "blimp_anaphor_gender_agreement", "sample_len": 1000, "acc,none": 0.904, "acc_stderr,none": 0.009320454434783257 }, "blimp_anaphor_number_agreement": { "name": "blimp_anaphor_number_agreement", "alias": "blimp_anaphor_number_agreement", "sample_len": 1000, "acc,none": 0.978, "acc_stderr,none": 0.004640855259274689 }, "blimp_animate_subject_passive": { "name": "blimp_animate_subject_passive", "alias": "blimp_animate_subject_passive", "sample_len": 1000, "acc,none": 0.705, "acc_stderr,none": 0.014428554438445425 }, "blimp_animate_subject_trans": { "name": "blimp_animate_subject_trans", "alias": "blimp_animate_subject_trans", "sample_len": 1000, "acc,none": 0.897, "acc_stderr,none": 0.009616833339695739 }, "blimp_causative": { "name": "blimp_causative", "alias": "blimp_causative", "sample_len": 1000, "acc,none": 0.691, "acc_stderr,none": 0.014619600977206347 }, "blimp_complex_NP_island": { "name": "blimp_complex_NP_island", "alias": "blimp_complex_NP_island", "sample_len": 1000, "acc,none": 0.519, "acc_stderr,none": 0.015807874268505835 }, "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": 0.357, "acc_stderr,none": 0.01515852172148659 }, "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": 0.77, "acc_stderr,none": 0.01331455133593608 }, "blimp_determiner_noun_agreement_1": { "name": "blimp_determiner_noun_agreement_1", "alias": "blimp_determiner_noun_agreement_1", "sample_len": 1000, "acc,none": 0.965, "acc_stderr,none": 0.005814534272734903 }, "blimp_determiner_noun_agreement_2": { "name": "blimp_determiner_noun_agreement_2", "alias": "blimp_determiner_noun_agreement_2", "sample_len": 1000, "acc,none": 0.942, "acc_stderr,none": 0.0073953154557929906 }, "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": 0.875, "acc_stderr,none": 0.010463483381956722 }, "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": 0.914, "acc_stderr,none": 0.008870325962594761 }, "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": 0.914, "acc_stderr,none": 0.008870325962594761 }, "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": 0.885, "acc_stderr,none": 0.010093407594904551 }, "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": 0.901, "acc_stderr,none": 0.009449248027662746 }, "blimp_distractor_agreement_relational_noun": { "name": "blimp_distractor_agreement_relational_noun", "alias": "blimp_distractor_agreement_relational_noun", "sample_len": 1000, "acc,none": 0.855, "acc_stderr,none": 0.0111399775178902 }, "blimp_distractor_agreement_relative_clause": { "name": "blimp_distractor_agreement_relative_clause", "alias": "blimp_distractor_agreement_relative_clause", "sample_len": 1000, "acc,none": 0.765, "acc_stderr,none": 0.013414729030247124 }, "blimp_drop_argument": { "name": "blimp_drop_argument", "alias": "blimp_drop_argument", "sample_len": 1000, "acc,none": 0.734, "acc_stderr,none": 0.013979965645145179 }, "blimp_ellipsis_n_bar_1": { "name": "blimp_ellipsis_n_bar_1", "alias": "blimp_ellipsis_n_bar_1", "sample_len": 1000, "acc,none": 0.75, "acc_stderr,none": 0.013699915608779773 }, "blimp_ellipsis_n_bar_2": { "name": "blimp_ellipsis_n_bar_2", "alias": "blimp_ellipsis_n_bar_2", "sample_len": 1000, "acc,none": 0.832, "acc_stderr,none": 0.011828605831454352 }, "blimp_existential_there_object_raising": { "name": "blimp_existential_there_object_raising", "alias": "blimp_existential_there_object_raising", "sample_len": 1000, "acc,none": 0.754, "acc_stderr,none": 0.01362606581775054 }, "blimp_existential_there_quantifiers_1": { "name": "blimp_existential_there_quantifiers_1", "alias": "blimp_existential_there_quantifiers_1", "sample_len": 1000, "acc,none": 0.96, "acc_stderr,none": 0.006199874066337028 }, "blimp_existential_there_quantifiers_2": { "name": "blimp_existential_there_quantifiers_2", "alias": "blimp_existential_there_quantifiers_2", "sample_len": 1000, "acc,none": 0.232, "acc_stderr,none": 0.013354937452281624 }, "blimp_existential_there_subject_raising": { "name": "blimp_existential_there_subject_raising", "alias": "blimp_existential_there_subject_raising", "sample_len": 1000, "acc,none": 0.821, "acc_stderr,none": 0.012128730605719056 }, "blimp_expletive_it_object_raising": { "name": "blimp_expletive_it_object_raising", "alias": "blimp_expletive_it_object_raising", "sample_len": 1000, "acc,none": 0.735, "acc_stderr,none": 0.013963164754810064 }, "blimp_inchoative": { "name": "blimp_inchoative", "alias": "blimp_inchoative", "sample_len": 1000, "acc,none": 0.635, "acc_stderr,none": 0.015231776226264848 }, "blimp_intransitive": { "name": "blimp_intransitive", "alias": "blimp_intransitive", "sample_len": 1000, "acc,none": 0.725, "acc_stderr,none": 0.014127086556490498 }, "blimp_irregular_past_participle_adjectives": { "name": "blimp_irregular_past_participle_adjectives", "alias": "blimp_irregular_past_participle_adjectives", "sample_len": 1000, "acc,none": 0.796, "acc_stderr,none": 0.012749374359024311 }, "blimp_irregular_past_participle_verbs": { "name": "blimp_irregular_past_participle_verbs", "alias": "blimp_irregular_past_participle_verbs", "sample_len": 1000, "acc,none": 0.87, "acc_stderr,none": 0.010640169792499236 }, "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": 0.888, "acc_stderr,none": 0.009977753031397177 }, "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": 0.882, "acc_stderr,none": 0.010206869264381718 }, "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": 0.472, "acc_stderr,none": 0.015794475789511517 }, "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": 0.459, "acc_stderr,none": 0.015766025737882314 }, "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": 0.484, "acc_stderr,none": 0.015811198373114985 }, "blimp_npi_present_1": { "name": "blimp_npi_present_1", "alias": "blimp_npi_present_1", "sample_len": 1000, "acc,none": 0.618, "acc_stderr,none": 0.015372453034968502 }, "blimp_npi_present_2": { "name": "blimp_npi_present_2", "alias": "blimp_npi_present_2", "sample_len": 1000, "acc,none": 0.644, "acc_stderr,none": 0.015149042659306678 }, "blimp_only_npi_licensor_present": { "name": "blimp_only_npi_licensor_present", "alias": "blimp_only_npi_licensor_present", "sample_len": 1000, "acc,none": 0.955, "acc_stderr,none": 0.006558812241406063 }, "blimp_only_npi_scope": { "name": "blimp_only_npi_scope", "alias": "blimp_only_npi_scope", "sample_len": 1000, "acc,none": 0.57, "acc_stderr,none": 0.01566350361015521 }, "blimp_passive_1": { "name": "blimp_passive_1", "alias": "blimp_passive_1", "sample_len": 1000, "acc,none": 0.853, "acc_stderr,none": 0.011203415395160376 }, "blimp_passive_2": { "name": "blimp_passive_2", "alias": "blimp_passive_2", "sample_len": 1000, "acc,none": 0.87, "acc_stderr,none": 0.010640169792499236 }, "blimp_principle_A_c_command": { "name": "blimp_principle_A_c_command", "alias": "blimp_principle_A_c_command", "sample_len": 1000, "acc,none": 0.667, "acc_stderr,none": 0.014910846164230029 }, "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": 0.885, "acc_stderr,none": 0.010093407594904551 }, "blimp_principle_A_domain_1": { "name": "blimp_principle_A_domain_1", "alias": "blimp_principle_A_domain_1", "sample_len": 1000, "acc,none": 0.897, "acc_stderr,none": 0.009616833339695739 }, "blimp_principle_A_domain_2": { "name": "blimp_principle_A_domain_2", "alias": "blimp_principle_A_domain_2", "sample_len": 1000, "acc,none": 0.73, "acc_stderr,none": 0.01404625563263382 }, "blimp_principle_A_domain_3": { "name": "blimp_principle_A_domain_3", "alias": "blimp_principle_A_domain_3", "sample_len": 1000, "acc,none": 0.608, "acc_stderr,none": 0.015445859463771338 }, "blimp_principle_A_reconstruction": { "name": "blimp_principle_A_reconstruction", "alias": "blimp_principle_A_reconstruction", "sample_len": 1000, "acc,none": 0.292, "acc_stderr,none": 0.014385511563477432 }, "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": 0.862, "acc_stderr,none": 0.010912152632504508 }, "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": 0.876, "acc_stderr,none": 0.010427498872343873 }, "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": 0.996, "acc_stderr,none": 0.001996994739098726 }, "blimp_sentential_negation_npi_scope": { "name": "blimp_sentential_negation_npi_scope", "alias": "blimp_sentential_negation_npi_scope", "sample_len": 1000, "acc,none": 0.506, "acc_stderr,none": 0.015818160898606836 }, "blimp_sentential_subject_island": { "name": "blimp_sentential_subject_island", "alias": "blimp_sentential_subject_island", "sample_len": 1000, "acc,none": 0.511, "acc_stderr,none": 0.01581547119529257 }, "blimp_superlative_quantifiers_1": { "name": "blimp_superlative_quantifiers_1", "alias": "blimp_superlative_quantifiers_1", "sample_len": 1000, "acc,none": 0.824, "acc_stderr,none": 0.012048616898597498 }, "blimp_superlative_quantifiers_2": { "name": "blimp_superlative_quantifiers_2", "alias": "blimp_superlative_quantifiers_2", "sample_len": 1000, "acc,none": 0.584, "acc_stderr,none": 0.015594460144140522 }, "blimp_tough_vs_raising_1": { "name": "blimp_tough_vs_raising_1", "alias": "blimp_tough_vs_raising_1", "sample_len": 1000, "acc,none": 0.559, "acc_stderr,none": 0.015708779894242766 }, "blimp_tough_vs_raising_2": { "name": "blimp_tough_vs_raising_2", "alias": "blimp_tough_vs_raising_2", "sample_len": 1000, "acc,none": 0.841, "acc_stderr,none": 0.011569479368271195 }, "blimp_transitive": { "name": "blimp_transitive", "alias": "blimp_transitive", "sample_len": 1000, "acc,none": 0.786, "acc_stderr,none": 0.012975838021968847 }, "blimp_wh_island": { "name": "blimp_wh_island", "alias": "blimp_wh_island", "sample_len": 1000, "acc,none": 0.611, "acc_stderr,none": 0.015424555647308514 }, "blimp_wh_questions_object_gap": { "name": "blimp_wh_questions_object_gap", "alias": "blimp_wh_questions_object_gap", "sample_len": 1000, "acc,none": 0.664, "acc_stderr,none": 0.014944140233794895 }, "blimp_wh_questions_subject_gap": { "name": "blimp_wh_questions_subject_gap", "alias": "blimp_wh_questions_subject_gap", "sample_len": 1000, "acc,none": 0.887, "acc_stderr,none": 0.010016552866696773 }, "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": 0.814, "acc_stderr,none": 0.012310790208412926 }, "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": 0.951, "acc_stderr,none": 0.006829761756140959 }, "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": 0.964, "acc_stderr,none": 0.00589395781616553 }, "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": 0.411, "acc_stderr,none": 0.01556667341859915 }, "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": 0.208, "acc_stderr,none": 0.01284137457209706 }, "blimp": { "alias": "blimp", "name": "blimp", "sample_len": 67000, "acc,none": 0.744686567164179, "acc_stderr,none": 0.0015155027283100756, "sample_count": { "acc,none": 67000 } } } }