{ "config_general": { "lighteval_sha": "no", "num_few_shot_default": null, "num_fewshot_seeds": null, "override_batch_size": null, "max_samples": null, "job_id": -1, "start_time": null, "end_time": "2024-05-09-20-40-54", "total_evaluation_time_secondes": "", "model_name": "maddes8cht/bofenghuang-vigogne-falcon-7b-chat-gguf", "model_sha": "", "model_dtype": "4bit", "model_size": 4.208434688, "model_params": 7.21718976, "quant_type": "llama.cpp", "precision": "4bit" }, "results": { "harness|hellaswag|0": { "acc,none": 0.5779725154351723, "acc_stderr,none": 0.004928735103635844, "acc_norm,none": 0.7692690699063931, "acc_norm_stderr,none": 0.004204395478506549, "alias": "hellaswag" }, "harness|winogrande|0": { "acc,none": 0.7024467245461721, "acc_stderr,none": 0.012849085254614647, "alias": "winogrande" }, "harness|truthfulqa:mc1|0": { "acc,none": 0.2864137086903305, "acc_stderr,none": 0.015826142439502366, "alias": "truthfulqa_mc1" }, "harness|arc:easy|0": { "acc,none": 0.7348484848484849, "acc_stderr,none": 0.009057621139172616, "acc_norm,none": 0.6982323232323232, "acc_norm_stderr,none": 0.00941899415852253, "alias": "arc_easy" }, "harness|boolq|0": { "acc,none": 0.736697247706422, "acc_stderr,none": 0.007703086288558767, "alias": "boolq" }, "harness|lambada:openai|0": { "perplexity,none": 3.10482325152235, "perplexity_stderr,none": 0.0627804346559759, "acc,none": 0.7137589753541627, "acc_stderr,none": 0.006297291584451062, "alias": "lambada_openai" }, "harness|arc:challenge|0": { "acc,none": 0.4138225255972696, "acc_stderr,none": 0.014392730009221014, "acc_norm,none": 0.44368600682593856, "acc_norm_stderr,none": 0.014518421825670445, "alias": "arc_challenge" }, "harness|mmlu|0": { "acc,none": 0.24170346104543514, "acc_stderr,none": 0.0036029816287874716, "alias": "mmlu" }, "harness|mmlu_humanities|0": { "alias": " - humanities", "acc,none": 0.2505844845908608, "acc_stderr,none": 0.006304608379559278 }, "harness|mmlu_formal_logic|0": { "alias": " - formal_logic", "acc,none": 0.30952380952380953, "acc_stderr,none": 0.04134913018303317 }, "harness|mmlu_high_school_european_history|0": { "alias": " - high_school_european_history", "acc,none": 0.21818181818181817, "acc_stderr,none": 0.03225078108306289 }, "harness|mmlu_high_school_us_history|0": { "alias": " - high_school_us_history", "acc,none": 0.28431372549019607, "acc_stderr,none": 0.03166009679399813 }, "harness|mmlu_high_school_world_history|0": { "alias": " - high_school_world_history", "acc,none": 0.29535864978902954, "acc_stderr,none": 0.02969633871342289 }, "harness|mmlu_international_law|0": { "alias": " - international_law", "acc,none": 0.2231404958677686, "acc_stderr,none": 0.03800754475228732 }, "harness|mmlu_jurisprudence|0": { "alias": " - jurisprudence", "acc,none": 0.28703703703703703, "acc_stderr,none": 0.043733130409147614 }, "harness|mmlu_logical_fallacies|0": { "alias": " - logical_fallacies", "acc,none": 0.2392638036809816, "acc_stderr,none": 0.03351953879521269 }, "harness|mmlu_moral_disputes|0": { "alias": " - moral_disputes", "acc,none": 0.2861271676300578, "acc_stderr,none": 0.02433214677913413 }, "harness|mmlu_moral_scenarios|0": { "alias": " - moral_scenarios", "acc,none": 0.23910614525139665, "acc_stderr,none": 0.014265554192331154 }, "harness|mmlu_philosophy|0": { "alias": " - philosophy", "acc,none": 0.1864951768488746, "acc_stderr,none": 0.022122439772480764 }, "harness|mmlu_prehistory|0": { "alias": " - prehistory", "acc,none": 0.22530864197530864, "acc_stderr,none": 0.02324620264781975 }, "harness|mmlu_professional_law|0": { "alias": " - professional_law", "acc,none": 0.242503259452412, "acc_stderr,none": 0.010946570966348766 }, "harness|mmlu_world_religions|0": { "alias": " - world_religions", "acc,none": 0.3684210526315789, "acc_stderr,none": 0.036996580176568775 }, "harness|mmlu_other|0": { "alias": " - other", "acc,none": 0.2565175410363695, "acc_stderr,none": 0.007800700651177248 }, "harness|mmlu_business_ethics|0": { "alias": " - business_ethics", "acc,none": 0.32, "acc_stderr,none": 0.046882617226215034 }, "harness|mmlu_clinical_knowledge|0": { "alias": " - clinical_knowledge", "acc,none": 0.2188679245283019, "acc_stderr,none": 0.025447863825108604 }, "harness|mmlu_college_medicine|0": { "alias": " - college_medicine", "acc,none": 0.21965317919075145, "acc_stderr,none": 0.031568093627031744 }, "harness|mmlu_global_facts|0": { "alias": " - global_facts", "acc,none": 0.16, "acc_stderr,none": 0.036845294917747094 }, "harness|mmlu_human_aging|0": { "alias": " - human_aging", "acc,none": 0.37668161434977576, "acc_stderr,none": 0.03252113489929188 }, "harness|mmlu_management|0": { "alias": " - management", "acc,none": 0.20388349514563106, "acc_stderr,none": 0.03989139859531771 }, "harness|mmlu_marketing|0": { "alias": " - marketing", "acc,none": 0.29914529914529914, "acc_stderr,none": 0.02999695185834948 }, "harness|mmlu_medical_genetics|0": { "alias": " - medical_genetics", "acc,none": 0.28, "acc_stderr,none": 0.04512608598542127 }, "harness|mmlu_miscellaneous|0": { "alias": " - miscellaneous", "acc,none": 0.27330779054916987, "acc_stderr,none": 0.01593668106262856 }, "harness|mmlu_nutrition|0": { "alias": " - nutrition", "acc,none": 0.24836601307189543, "acc_stderr,none": 0.02473998135511359 }, "harness|mmlu_professional_accounting|0": { "alias": " - professional_accounting", "acc,none": 0.22695035460992907, "acc_stderr,none": 0.024987106365642973 }, "harness|mmlu_professional_medicine|0": { "alias": " - professional_medicine", "acc,none": 0.19117647058823528, "acc_stderr,none": 0.02388688192244036 }, "harness|mmlu_virology|0": { "alias": " - virology", "acc,none": 0.26506024096385544, "acc_stderr,none": 0.03436024037944967 }, "harness|mmlu_social_sciences|0": { "alias": " - social_sciences", "acc,none": 0.23431914202144946, "acc_stderr,none": 0.00762480998468139 }, "harness|mmlu_econometrics|0": { "alias": " - econometrics", "acc,none": 0.2543859649122807, "acc_stderr,none": 0.04096985139843669 }, "harness|mmlu_high_school_geography|0": { "alias": " - high_school_geography", "acc,none": 0.20707070707070707, "acc_stderr,none": 0.02886977846026706 }, "harness|mmlu_high_school_government_and_politics|0": { "alias": " - high_school_government_and_politics", "acc,none": 0.18652849740932642, "acc_stderr,none": 0.02811209121011749 }, "harness|mmlu_high_school_macroeconomics|0": { "alias": " - high_school_macroeconomics", "acc,none": 0.21025641025641026, "acc_stderr,none": 0.020660597485026928 }, "harness|mmlu_high_school_microeconomics|0": { "alias": " - high_school_microeconomics", "acc,none": 0.22268907563025211, "acc_stderr,none": 0.02702543349888238 }, "harness|mmlu_high_school_psychology|0": { "alias": " - high_school_psychology", "acc,none": 0.20733944954128442, "acc_stderr,none": 0.017381415563608667 }, "harness|mmlu_human_sexuality|0": { "alias": " - human_sexuality", "acc,none": 0.29770992366412213, "acc_stderr,none": 0.04010358942462203 }, "harness|mmlu_professional_psychology|0": { "alias": " - professional_psychology", "acc,none": 0.2565359477124183, "acc_stderr,none": 0.017667841612378967 }, "harness|mmlu_public_relations|0": { "alias": " - public_relations", "acc,none": 0.3090909090909091, "acc_stderr,none": 0.044262946482000985 }, "harness|mmlu_security_studies|0": { "alias": " - security_studies", "acc,none": 0.21224489795918366, "acc_stderr,none": 0.026176967197866767 }, "harness|mmlu_sociology|0": { "alias": " - sociology", "acc,none": 0.263681592039801, "acc_stderr,none": 0.03115715086935557 }, "harness|mmlu_us_foreign_policy|0": { "alias": " - us_foreign_policy", "acc,none": 0.32, "acc_stderr,none": 0.046882617226215034 }, "harness|mmlu_stem|0": { "alias": " - stem", "acc,none": 0.2210593085949889, "acc_stderr,none": 0.007382955233076822 }, "harness|mmlu_abstract_algebra|0": { "alias": " - abstract_algebra", "acc,none": 0.21, "acc_stderr,none": 0.04093601807403326 }, "harness|mmlu_anatomy|0": { "alias": " - anatomy", "acc,none": 0.2074074074074074, "acc_stderr,none": 0.03502553170678318 }, "harness|mmlu_astronomy|0": { "alias": " - astronomy", "acc,none": 0.21052631578947367, "acc_stderr,none": 0.03317672787533158 }, "harness|mmlu_college_biology|0": { "alias": " - college_biology", "acc,none": 0.2847222222222222, "acc_stderr,none": 0.03773809990686935 }, "harness|mmlu_college_chemistry|0": { "alias": " - college_chemistry", "acc,none": 0.21, "acc_stderr,none": 0.04093601807403325 }, "harness|mmlu_college_computer_science|0": { "alias": " - college_computer_science", "acc,none": 0.31, "acc_stderr,none": 0.04648231987117316 }, "harness|mmlu_college_mathematics|0": { "alias": " - college_mathematics", "acc,none": 0.22, "acc_stderr,none": 0.0416333199893227 }, "harness|mmlu_college_physics|0": { "alias": " - college_physics", "acc,none": 0.21568627450980393, "acc_stderr,none": 0.04092563958237657 }, "harness|mmlu_computer_security|0": { "alias": " - computer_security", "acc,none": 0.27, "acc_stderr,none": 0.044619604333847394 }, "harness|mmlu_conceptual_physics|0": { "alias": " - conceptual_physics", "acc,none": 0.24680851063829787, "acc_stderr,none": 0.028185441301234116 }, "harness|mmlu_electrical_engineering|0": { "alias": " - electrical_engineering", "acc,none": 0.22758620689655173, "acc_stderr,none": 0.03493950380131183 }, "harness|mmlu_elementary_mathematics|0": { "alias": " - elementary_mathematics", "acc,none": 0.19576719576719576, "acc_stderr,none": 0.020435730971541805 }, "harness|mmlu_high_school_biology|0": { "alias": " - high_school_biology", "acc,none": 0.2064516129032258, "acc_stderr,none": 0.02302589961718872 }, "harness|mmlu_high_school_chemistry|0": { "alias": " - high_school_chemistry", "acc,none": 0.1625615763546798, "acc_stderr,none": 0.02596030006460557 }, "harness|mmlu_high_school_computer_science|0": { "alias": " - high_school_computer_science", "acc,none": 0.28, "acc_stderr,none": 0.045126085985421276 }, "harness|mmlu_high_school_mathematics|0": { "alias": " - high_school_mathematics", "acc,none": 0.2111111111111111, "acc_stderr,none": 0.024882116857655092 }, "harness|mmlu_high_school_physics|0": { "alias": " - high_school_physics", "acc,none": 0.2052980132450331, "acc_stderr,none": 0.032979866484738336 }, "harness|mmlu_high_school_statistics|0": { "alias": " - high_school_statistics", "acc,none": 0.18518518518518517, "acc_stderr,none": 0.026491914727355154 }, "harness|mmlu_machine_learning|0": { "alias": " - machine_learning", "acc,none": 0.30357142857142855, "acc_stderr,none": 0.04364226155841044 }, "harness|piqa|0": { "acc,none": 0.8014145810663765, "acc_stderr,none": 0.009307814521717871, "acc_norm,none": 0.8014145810663765, "acc_norm_stderr,none": 0.009307814521717904, "alias": "piqa" }, "harness|openbookqa|0": { "acc,none": 0.33, "acc_stderr,none": 0.021049612166134803, "acc_norm,none": 0.454, "acc_norm_stderr,none": 0.02228814759117695, "alias": "openbookqa" }, "harness|truthfulqa:mc2|0": { "acc,none": 0.4312124468998062, "acc_stderr,none": 0.01481217597513169, "alias": "truthfulqa_mc2" } }, "task_info": { "model": "maddes8cht/bofenghuang-vigogne-falcon-7b-chat-gguf", "revision": "main", "private": false, "params": 28.0, "architectures": "?", "quant_type": "llama.cpp", "precision": "4bit", "model_params": 56.0, "model_size": 28.0, "weight_dtype": "int4", "compute_dtype": "float16", "gguf_ftype": "*Q4_0.gguf", "hardware": "cpu", "status": "Pending", "submitted_time": "2024-05-08T01:22:19Z", "model_type": "quantization", "job_id": -1, "job_start_time": null, "scripts": "llama_cpp" }, "quantization_config": { "quant_method": "llama.cpp", "ftype": "*Q4_0.gguf" }, "versions": { "harness|hellaswag|0": 1.0, "harness|winogrande|0": 1.0, "harness|truthfulqa:mc1|0": 2.0, "harness|arc:easy|0": 1.0, "harness|boolq|0": 2.0, "harness|lambada:openai|0": 1.0, "harness|arc:challenge|0": 1.0, "harness|mmlu|0": null, "harness|mmlu_humanities|0": null, "harness|mmlu_formal_logic|0": 0.0, "harness|mmlu_high_school_european_history|0": 0.0, "harness|mmlu_high_school_us_history|0": 0.0, "harness|mmlu_high_school_world_history|0": 0.0, "harness|mmlu_international_law|0": 0.0, "harness|mmlu_jurisprudence|0": 0.0, "harness|mmlu_logical_fallacies|0": 0.0, "harness|mmlu_moral_disputes|0": 0.0, "harness|mmlu_moral_scenarios|0": 0.0, "harness|mmlu_philosophy|0": 0.0, "harness|mmlu_prehistory|0": 0.0, "harness|mmlu_professional_law|0": 0.0, "harness|mmlu_world_religions|0": 0.0, "harness|mmlu_other|0": null, "harness|mmlu_business_ethics|0": 0.0, "harness|mmlu_clinical_knowledge|0": 0.0, "harness|mmlu_college_medicine|0": 0.0, "harness|mmlu_global_facts|0": 0.0, "harness|mmlu_human_aging|0": 0.0, "harness|mmlu_management|0": 0.0, "harness|mmlu_marketing|0": 0.0, "harness|mmlu_medical_genetics|0": 0.0, "harness|mmlu_miscellaneous|0": 0.0, "harness|mmlu_nutrition|0": 0.0, "harness|mmlu_professional_accounting|0": 0.0, "harness|mmlu_professional_medicine|0": 0.0, "harness|mmlu_virology|0": 0.0, "harness|mmlu_social_sciences|0": null, "harness|mmlu_econometrics|0": 0.0, "harness|mmlu_high_school_geography|0": 0.0, "harness|mmlu_high_school_government_and_politics|0": 0.0, "harness|mmlu_high_school_macroeconomics|0": 0.0, "harness|mmlu_high_school_microeconomics|0": 0.0, "harness|mmlu_high_school_psychology|0": 0.0, "harness|mmlu_human_sexuality|0": 0.0, "harness|mmlu_professional_psychology|0": 0.0, "harness|mmlu_public_relations|0": 0.0, "harness|mmlu_security_studies|0": 0.0, "harness|mmlu_sociology|0": 0.0, "harness|mmlu_us_foreign_policy|0": 0.0, "harness|mmlu_stem|0": null, "harness|mmlu_abstract_algebra|0": 0.0, "harness|mmlu_anatomy|0": 0.0, "harness|mmlu_astronomy|0": 0.0, "harness|mmlu_college_biology|0": 0.0, "harness|mmlu_college_chemistry|0": 0.0, "harness|mmlu_college_computer_science|0": 0.0, "harness|mmlu_college_mathematics|0": 0.0, "harness|mmlu_college_physics|0": 0.0, "harness|mmlu_computer_security|0": 0.0, "harness|mmlu_conceptual_physics|0": 0.0, "harness|mmlu_electrical_engineering|0": 0.0, "harness|mmlu_elementary_mathematics|0": 0.0, "harness|mmlu_high_school_biology|0": 0.0, "harness|mmlu_high_school_chemistry|0": 0.0, "harness|mmlu_high_school_computer_science|0": 0.0, "harness|mmlu_high_school_mathematics|0": 0.0, "harness|mmlu_high_school_physics|0": 0.0, "harness|mmlu_high_school_statistics|0": 0.0, "harness|mmlu_machine_learning|0": 0.0, "harness|piqa|0": 1.0, "harness|openbookqa|0": 1.0, "harness|truthfulqa:mc2|0": 2.0 }, "n-shot": { "arc_challenge": 0, "arc_easy": 0, "boolq": 0, "hellaswag": 0, "lambada_openai": 0, "mmlu": 0, "mmlu_abstract_algebra": 0, "mmlu_anatomy": 0, "mmlu_astronomy": 0, "mmlu_business_ethics": 0, "mmlu_clinical_knowledge": 0, "mmlu_college_biology": 0, "mmlu_college_chemistry": 0, "mmlu_college_computer_science": 0, "mmlu_college_mathematics": 0, "mmlu_college_medicine": 0, "mmlu_college_physics": 0, "mmlu_computer_security": 0, "mmlu_conceptual_physics": 0, "mmlu_econometrics": 0, "mmlu_electrical_engineering": 0, "mmlu_elementary_mathematics": 0, "mmlu_formal_logic": 0, "mmlu_global_facts": 0, "mmlu_high_school_biology": 0, "mmlu_high_school_chemistry": 0, "mmlu_high_school_computer_science": 0, "mmlu_high_school_european_history": 0, "mmlu_high_school_geography": 0, "mmlu_high_school_government_and_politics": 0, "mmlu_high_school_macroeconomics": 0, "mmlu_high_school_mathematics": 0, "mmlu_high_school_microeconomics": 0, "mmlu_high_school_physics": 0, "mmlu_high_school_psychology": 0, "mmlu_high_school_statistics": 0, "mmlu_high_school_us_history": 0, "mmlu_high_school_world_history": 0, "mmlu_human_aging": 0, "mmlu_human_sexuality": 0, "mmlu_humanities": 0, "mmlu_international_law": 0, "mmlu_jurisprudence": 0, "mmlu_logical_fallacies": 0, "mmlu_machine_learning": 0, "mmlu_management": 0, "mmlu_marketing": 0, "mmlu_medical_genetics": 0, "mmlu_miscellaneous": 0, "mmlu_moral_disputes": 0, "mmlu_moral_scenarios": 0, "mmlu_nutrition": 0, "mmlu_other": 0, "mmlu_philosophy": 0, "mmlu_prehistory": 0, "mmlu_professional_accounting": 0, "mmlu_professional_law": 0, "mmlu_professional_medicine": 0, "mmlu_professional_psychology": 0, "mmlu_public_relations": 0, "mmlu_security_studies": 0, "mmlu_social_sciences": 0, "mmlu_sociology": 0, "mmlu_stem": 0, "mmlu_us_foreign_policy": 0, "mmlu_virology": 0, "mmlu_world_religions": 0, "openbookqa": 0, "piqa": 0, "truthfulqa_mc1": 0, "truthfulqa_mc2": 0, "winogrande": 0 }, "date": 1715218895.5899148, "config": { "model": "WrapperGGUFLM", "model_args": "gguf_model=maddes8cht/bofenghuang-vigogne-falcon-7b-chat-gguf,ftype=*Q4_0.gguf,dtype=float16,_commit_hash=main", "batch_size": 1, "batch_sizes": [], "device": "cuda", "use_cache": null, "limit": null, "bootstrap_iters": 100000, "gen_kwargs": null } }