Dataset Card for Evaluation run of NousResearch/Nous-Hermes-llama-2-7b
Dataset automatically created during the evaluation run of model NousResearch/Nous-Hermes-llama-2-7b The dataset is composed of 44 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An additional configuration "results" store all the aggregated results of the run.
To load the details from a run, you can for instance do the following:
from datasets import load_dataset
data = load_dataset(
"HuggingFaceEvalInternal/NousResearch__Nous-Hermes-llama-2-7b-details-private",
name="NousResearch__Nous-Hermes-llama-2-7b__leaderboard_arc_challenge",
split="latest"
)
Latest results
These are the latest results from run 2024-06-18T14-34-20.046034 (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval):
{
"all": {
"leaderboard": {
"acc,none": 0.22402302332626478,
"acc_stderr,none": 0.0035306808897872296,
"exact_match,none": 0.006797583081570997,
"exact_match_stderr,none": 0.002249903865329839,
"inst_level_strict_acc,none": 0.19424460431654678,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.16266173752310537,
"prompt_level_loose_acc_stderr,none": 0.015881674547232154,
"inst_level_loose_acc,none": 0.20743405275779375,
"inst_level_loose_acc_stderr,none": "N/A",
"acc_norm,none": 0.391622565026461,
"acc_norm_stderr,none": 0.004869648628118335,
"prompt_level_strict_acc,none": 0.15157116451016636,
"prompt_level_strict_acc_stderr,none": 0.015431890177258219,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.5324232081911263,
"acc_stderr,none": 0.014580637569995423,
"acc_norm,none": 0.5563139931740614,
"acc_norm_stderr,none": 0.014518421825670452,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.38031591737545567,
"acc_norm_stderr,none": 0.005940517228166342,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.692,
"acc_norm_stderr,none": 0.029256928606501864,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5347593582887701,
"acc_norm_stderr,none": 0.03657308098518922,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.36,
"acc_norm_stderr,none": 0.03041876402517498,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.456,
"acc_norm_stderr,none": 0.03156328506121339,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.496,
"acc_norm_stderr,none": 0.03168519855119917,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.096,
"acc_norm_stderr,none": 0.018668961419477156,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.552,
"acc_norm_stderr,none": 0.031514387611153515,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.252,
"acc_norm_stderr,none": 0.02751385193303135,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.176,
"acc_norm_stderr,none": 0.024133497525457147,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.416,
"acc_norm_stderr,none": 0.031235856237014574,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.72,
"acc_norm_stderr,none": 0.02845414827783232,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.444,
"acc_norm_stderr,none": 0.03148684942554575,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.32,
"acc_norm_stderr,none": 0.029561724955241037,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.3082191780821918,
"acc_norm_stderr,none": 0.03834688463221964,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.256,
"acc_norm_stderr,none": 0.02765710871820491,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.272,
"acc_norm_stderr,none": 0.02820008829631,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.348,
"acc_norm_stderr,none": 0.030186568464511697,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5224719101123596,
"acc_norm_stderr,none": 0.03754432508487194,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.708,
"acc_norm_stderr,none": 0.028814320402205645,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.136,
"acc_norm_stderr,none": 0.021723342617052055,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.152,
"acc_norm_stderr,none": 0.022752024491765464,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.136,
"acc_norm_stderr,none": 0.021723342617052062,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.336,
"acc_norm_stderr,none": 0.02993325909419152,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.2634228187919463,
"acc_norm_stderr,none": 0.012774064104415325,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.25757575757575757,
"acc_norm_stderr,none": 0.031156269519646836,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2619047619047619,
"acc_norm_stderr,none": 0.01883343978951451,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.26785714285714285,
"acc_norm_stderr,none": 0.02094574294163549,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.15157116451016636,
"prompt_level_strict_acc_stderr,none": 0.015431890177258219,
"inst_level_strict_acc,none": 0.19424460431654678,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.16266173752310537,
"prompt_level_loose_acc_stderr,none": 0.015881674547232154,
"inst_level_loose_acc,none": 0.20743405275779375,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.006797583081570997,
"exact_match_stderr,none": 0.002249903865329839,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.007575757575757576,
"exact_match_stderr,none": 0.007575757575757574,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.006493506493506494,
"exact_match_stderr,none": 0.006493506493506494,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.025906735751295335,
"exact_match_stderr,none": 0.0114645233569532,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.014814814814814815,
"exact_match_stderr,none": 0.010436494549594364,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.19398271276595744,
"acc_stderr,none": 0.003604979746426662,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.4246031746031746,
"acc_norm_stderr,none": 0.017635453351248227,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.512,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.28515625,
"acc_norm_stderr,none": 0.028273327213286358,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.48,
"acc_norm_stderr,none": 0.031660853408495185,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"acc,none": 0.22402302332626478,
"acc_stderr,none": 0.0035306808897872296,
"exact_match,none": 0.006797583081570997,
"exact_match_stderr,none": 0.002249903865329839,
"inst_level_strict_acc,none": 0.19424460431654678,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.16266173752310537,
"prompt_level_loose_acc_stderr,none": 0.015881674547232154,
"inst_level_loose_acc,none": 0.20743405275779375,
"inst_level_loose_acc_stderr,none": "N/A",
"acc_norm,none": 0.391622565026461,
"acc_norm_stderr,none": 0.004869648628118335,
"prompt_level_strict_acc,none": 0.15157116451016636,
"prompt_level_strict_acc_stderr,none": 0.015431890177258219,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.5324232081911263,
"acc_stderr,none": 0.014580637569995423,
"acc_norm,none": 0.5563139931740614,
"acc_norm_stderr,none": 0.014518421825670452,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.38031591737545567,
"acc_norm_stderr,none": 0.005940517228166342,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.692,
"acc_norm_stderr,none": 0.029256928606501864,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5347593582887701,
"acc_norm_stderr,none": 0.03657308098518922,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.36,
"acc_norm_stderr,none": 0.03041876402517498,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.456,
"acc_norm_stderr,none": 0.03156328506121339,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.496,
"acc_norm_stderr,none": 0.03168519855119917,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.096,
"acc_norm_stderr,none": 0.018668961419477156,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.552,
"acc_norm_stderr,none": 0.031514387611153515,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.252,
"acc_norm_stderr,none": 0.02751385193303135,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.176,
"acc_norm_stderr,none": 0.024133497525457147,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.416,
"acc_norm_stderr,none": 0.031235856237014574,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.72,
"acc_norm_stderr,none": 0.02845414827783232,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.444,
"acc_norm_stderr,none": 0.03148684942554575,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.32,
"acc_norm_stderr,none": 0.029561724955241037,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.3082191780821918,
"acc_norm_stderr,none": 0.03834688463221964,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.256,
"acc_norm_stderr,none": 0.02765710871820491,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.272,
"acc_norm_stderr,none": 0.02820008829631,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.348,
"acc_norm_stderr,none": 0.030186568464511697,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5224719101123596,
"acc_norm_stderr,none": 0.03754432508487194,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.708,
"acc_norm_stderr,none": 0.028814320402205645,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.136,
"acc_norm_stderr,none": 0.021723342617052055,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.152,
"acc_norm_stderr,none": 0.022752024491765464,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.136,
"acc_norm_stderr,none": 0.021723342617052062,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.336,
"acc_norm_stderr,none": 0.02993325909419152,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.2634228187919463,
"acc_norm_stderr,none": 0.012774064104415325,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.25757575757575757,
"acc_norm_stderr,none": 0.031156269519646836,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2619047619047619,
"acc_norm_stderr,none": 0.01883343978951451,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.26785714285714285,
"acc_norm_stderr,none": 0.02094574294163549,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.15157116451016636,
"prompt_level_strict_acc_stderr,none": 0.015431890177258219,
"inst_level_strict_acc,none": 0.19424460431654678,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.16266173752310537,
"prompt_level_loose_acc_stderr,none": 0.015881674547232154,
"inst_level_loose_acc,none": 0.20743405275779375,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.006797583081570997,
"exact_match_stderr,none": 0.002249903865329839,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.007575757575757576,
"exact_match_stderr,none": 0.007575757575757574,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.006493506493506494,
"exact_match_stderr,none": 0.006493506493506494,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.025906735751295335,
"exact_match_stderr,none": 0.0114645233569532,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.014814814814814815,
"exact_match_stderr,none": 0.010436494549594364,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.19398271276595744,
"acc_stderr,none": 0.003604979746426662,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.4246031746031746,
"acc_norm_stderr,none": 0.017635453351248227,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.512,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.28515625,
"acc_norm_stderr,none": 0.028273327213286358,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.48,
"acc_norm_stderr,none": 0.031660853408495185,
"alias": " - leaderboard_musr_team_allocation"
}
}
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