olmoe-dclm-metrics / heavy-OLMoE-7B-A1B-step1223842-tokens5100B.json
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{
"name": "heavy",
"uuid": "c260eedc-dbb5-4ff4-afa9-d163e8d7585b",
"model": "/net/nfs.cirrascale/allennlp/davidw/checkpoints/moe-release/OLMoE-7B-A1B/step1223842-tokens5100B",
"creation_date": "2024_08_06-16_39_52",
"eval_metrics": {
"icl": {
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"hellaswag_zeroshot": 0.7701653242111206,
"jeopardy": 0.5032301664352417,
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"gsm8k_cot": 0.07429870963096619,
"agi_eval_sat_math_cot": 0.06363636255264282,
"aqua_cot": 0.020408162847161293,
"svamp_cot": 0.33000001311302185,
"bigbench_qa_wikidata": 0.6918458938598633,
"arc_easy": 0.7765151262283325,
"arc_challenge": 0.5375426411628723,
"mmlu_fewshot": 0.5333352494135237,
"bigbench_misconceptions": 0.6255707740783691,
"copa": 0.7799999713897705,
"siqa": 0.6934493184089661,
"commonsense_qa": 0.6928746700286865,
"piqa": 0.8204570412635803,
"openbook_qa": 0.4480000138282776,
"bigbench_novel_concepts": 0.65625,
"bigbench_strange_stories": 0.6954023241996765,
"bigbench_strategy_qa": 0.5696811079978943,
"lambada_openai": 0.7327769994735718,
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"winograd": 0.8461538553237915,
"winogrande": 0.6898184418678284,
"bigbench_conlang_translation": 0.0731707289814949,
"bigbench_language_identification": 0.31049999594688416,
"bigbench_conceptual_combinations": 0.5631067752838135,
"bigbench_elementary_math_qa": 0.26944443583488464,
"bigbench_dyck_languages": 0.2150000035762787,
"agi_eval_lsat_ar": 0.2869565188884735,
"bigbench_cs_algorithms": 0.47196969389915466,
"bigbench_logical_deduction": 0.2460000067949295,
"bigbench_operators": 0.3380952477455139,
"bigbench_repeat_copy_logic": 0.1875,
"simple_arithmetic_nospaces": 0.20100000500679016,
"simple_arithmetic_withspaces": 0.22100000083446503,
"math_qa": 0.27522629499435425,
"logi_qa": 0.34562212228775024,
"pubmed_qa_labeled": 0.5789999961853027,
"squad": 0.5235572457313538,
"agi_eval_lsat_rc": 0.46641790866851807,
"agi_eval_lsat_lr": 0.37254902720451355,
"coqa": 0.4366779327392578,
"bigbench_understanding_fables": 0.4761904776096344,
"boolq": 0.7318042516708374,
"agi_eval_sat_en": 0.5291262269020081,
"winogender_mc_female": 0.5,
"winogender_mc_male": 0.6000000238418579,
"enterprise_pii_classification": 0.5216494798660278,
"bbq": 0.5055712298913435,
"gpqa_main": 0.2254464328289032,
"gpqa_diamond": 0.19696970283985138
}
},
"missing tasks": "[]",
"aggregated_task_categories_centered": {
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"language understanding": 0.4930994285627118,
"reading comprehension": 0.3874464948710642,
"safety": 0.06361036679961463,
"symbolic problem solving": 0.1715689478790787,
"world knowledge": 0.36090664066069306
},
"aggregated_centered_results": 0.3245905660540145,
"aggregated_results": 0.4716746728993969,
"rw_small": 0.7143076260884603,
"rw_small_centered": 0.5021371105958147,
"95%_CI_above": 0.5717007633347017,
"95%_CI_above_centered": 0.4290739257829261,
"99%_CI_above": 0.581190875561341,
"99%_CI_above_centered": 0.4683558738011154,
"low_variance_datasets": 0.571692757173018,
"low_variance_datasets_centered": 0.4723345583847347
}