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1bits: 4
2damp_percent: 0.01
3desc_act: true
4exllama_config:
5 version: 2
6group_size: 128
7quant_method: gptq
8static_groups: false
9sym: true
10true_sequential: true| model_name | core_average | world_knowledge | commonsense_reasoning | language_understanding | symbolic_problem_solving | reading_comprehension |
|---|---|---|---|---|---|---|
| upstage/SOLAR-10.7B-Instruct-v1.0 | 0.594131 | 0.602579 | 0.600195 | 0.747605 | 0.406245 | 0.614029 |
| Category | Benchmark | Subtask | Accuracy | Number few shot |
|---|---|---|---|---|
| symbolic_problem_solving | gsm8k | 0.638362 | 0-shot | |
| commonsense_reasoning | copa | 0.84 | 0-shot | |
| commonsense_reasoning | commonsense_qa | 0.841933 | 0-shot | |
| commonsense_reasoning | piqa | 0.818281 | 0-shot | |
| commonsense_reasoning | bigbench_strange_stories | 0.793103 | 0-shot | |
| commonsense_reasoning | bigbench_strategy_qa | 0.66623 | 0-shot | |
| language_understanding | lambada_openai | 0.735882 | 0-shot | |
| language_understanding | hellaswag | 0.855208 | 0-shot | |
| reading_comprehension | coqa | 0.222723 | 0-shot | |
| reading_comprehension | boolq | 0.893884 | 0-shot | |
| world_knowledge | triviaqa_sm_sub | 0.628333 | 3-shot | |
| world_knowledge | jeopardy | Average | 0.500792 | 3-shot |
| world_knowledge | american_history | 0.581114 | 3-shot | |
| world_knowledge | literature | 0.655102 | 3-shot | |
| world_knowledge | science | 0.371849 | 3-shot | |
| world_knowledge | word_origins | 0.271233 | 3-shot | |
| world_knowledge | world_history | 0.624665 | 3-shot | |
| world_knowledge | bigbench_qa_wikidata | 0.669209 | 3-shot | |
| world_knowledge | arc_easy | 0.815657 | 3-shot | |
| world_knowledge | arc_challenge | 0.650171 | 3-shot | |
| commonsense_reasoning | siqa | 0.881781 | 3-shot | |
| language_understanding | winograd | 0.897436 | 3-shot | |
| symbolic_problem_solving | bigbench_operators | 0.595238 | 3-shot | |
| reading_comprehension | squad | 0.626395 | 3-shot | |
| symbolic_problem_solving | svamp | 0.603333 | 5-shot | |
| world_knowledge | mmlu | Average | 0.647028 | 5-shot |
| world_knowledge | abstract_algebra | 0.29 | 5-shot | |
| world_knowledge | anatomy | 0.577778 | 5-shot | |
| world_knowledge | astronomy | 0.710526 | 5-shot | |
| world_knowledge | business_ethics | 0.73 | 5-shot | |
| world_knowledge | clinical_knowledge | 0.701887 | 5-shot | |
| world_knowledge | college_biology | 0.729167 | 5-shot | |
| world_knowledge | college_chemistry | 0.39 | 5-shot | |
| world_knowledge | college_computer_science | 0.5 | 5-shot | |
| world_knowledge | college_mathematics | 0.31 | 5-shot | |
| world_knowledge | college_medicine | 0.66474 | 5-shot | |
| world_knowledge | college_physics | 0.411765 | 5-shot | |
| world_knowledge | computer_security | 0.72 | 5-shot | |
| world_knowledge | conceptual_physics | 0.582979 | 5-shot | |
| world_knowledge | econometrics | 0.473684 | 5-shot | |
| world_knowledge | electrical_engineering | 0.565517 | 5-shot | |
| world_knowledge | elementary_mathematics | 0.470899 | 5-shot | |
| world_knowledge | formal_logic | 0.460317 | 5-shot | |
| world_knowledge | global_facts | 0.33 | 5-shot | |
| world_knowledge | high_school_biology | 0.770968 | 5-shot | |
| world_knowledge | high_school_chemistry | 0.448276 | 5-shot | |
| world_knowledge | high_school_computer_science | 0.71 | 5-shot | |
| world_knowledge | high_school_european_history | 0.830303 | 5-shot | |
| world_knowledge | high_school_geography | 0.848485 | 5-shot | |
| world_knowledge | high_school_government_and_politics | 0.896373 | 5-shot | |
| world_knowledge | high_school_macroeconomics | 0.646154 | 5-shot | |
| world_knowledge | high_school_mathematics | 0.348148 | 5-shot | |
| world_knowledge | high_school_microeconomics | 0.722689 | 5-shot | |
| world_knowledge | high_school_physics | 0.344371 | 5-shot | |
| world_knowledge | high_school_psychology | 0.833028 | 5-shot | |
| world_knowledge | high_school_statistics | 0.523148 | 5-shot | |
| world_knowledge | high_school_us_history | 0.852941 | 5-shot | |
| world_knowledge | high_school_world_history | 0.827004 | 5-shot | |
| world_knowledge | human_aging | 0.713004 | 5-shot | |
| world_knowledge | human_sexuality | 0.755725 | 5-shot | |
| world_knowledge | international_law | 0.768595 | 5-shot | |
| world_knowledge | jurisprudence | 0.796296 | 5-shot | |
| world_knowledge | logical_fallacies | 0.723926 | 5-shot | |
| world_knowledge | machine_learning | 0.508929 | 5-shot | |
| world_knowledge | management | 0.825243 | 5-shot | |
| world_knowledge | marketing | 0.871795 | 5-shot | |
| world_knowledge | medical_genetics | 0.73 | 5-shot | |
| world_knowledge | miscellaneous | 0.814815 | 5-shot | |
| world_knowledge | moral_disputes | 0.736994 | 5-shot | |
| world_knowledge | moral_scenarios | 0.43352 | 5-shot | |
| world_knowledge | nutrition | 0.728758 | 5-shot | |
| world_knowledge | philosophy | 0.700965 | 5-shot | |
| world_knowledge | prehistory | 0.765432 | 5-shot | |
| world_knowledge | professional_accounting | 0.507092 | 5-shot | |
| world_knowledge | professional_law | 0.487614 | 5-shot | |
| world_knowledge | professional_medicine | 0.727941 | 5-shot | |
| world_knowledge | professional_psychology | 0.661765 | 5-shot | |
| world_knowledge | public_relations | 0.718182 | 5-shot | |
| world_knowledge | security_studies | 0.669388 | 5-shot | |
| world_knowledge | sociology | 0.81592 | 5-shot | |
| world_knowledge | us_foreign_policy | 0.89 | 5-shot | |
| world_knowledge | virology | 0.518072 | 5-shot | |
| world_knowledge | world_religions | 0.789474 | 5-shot | |
| symbolic_problem_solving | bigbench_dyck_languages | 0.458 | 5-shot | |
| language_understanding | winogrande | 0.826361 | 5-shot | |
| symbolic_problem_solving | agi_eval_lsat_ar | 0.269565 | 5-shot | |
| symbolic_problem_solving | simple_arithmetic_nospaces | 0.372 | 5-shot | |
| symbolic_problem_solving | simple_arithmetic_withspaces | 0.367 | 5-shot | |
| reading_comprehension | agi_eval_lsat_rc | 0.794776 | 5-shot | |
| reading_comprehension | agi_eval_lsat_lr | 0.641176 | 5-shot | |
| reading_comprehension | agi_eval_sat_en | 0.849515 | 5-shot | |
| world_knowledge | arc_challenge | 0.670648 | 25-shot | |
| commonsense_reasoning | openbook_qa | 0.56 | 10-shot | |
| language_understanding | hellaswag | 0.866461 | 10-shot | |
| bigbench_cs_algorithms | 0.652273 | 10-shot | ||
| symbolic_problem_solving | bigbench_elementary_math_qa | 0.392453 | 1-shot |