{ "config_general": { "lighteval_sha": "1.4", "num_few_shot_default": null, "num_fewshot_seeds": null, "override_batch_size": null, "max_samples": null, "job_id": "-1", "start_time": "", "end_time": "", "total_evaluation_time_secondes": "", "model_name": "baichuan-inc/Baichuan2-13B-Chat", "model_sha": "", "model_dtype": "16bit", "model_size": 26.0, "model_params": 13.0, "quant_type": null, "precision": "16bit" }, "results": { "harness|arc:challenge|0": { "acc,none": 0.47440273037542663, "acc_stderr,none": 0.014592230885298964, "acc_norm,none": 0.4761092150170648, "acc_norm_stderr,none": 0.014594701798071654, "alias": "arc_challenge" }, "harness|hellaswag|0": { "acc,none": 0.5778729336785501, "acc_stderr,none": 0.004928891895874297, "acc_norm,none": 0.7600079665405298, "acc_norm_stderr,none": 0.00426205452657707, "alias": "hellaswag" }, "harness|winogrande|0": { "acc,none": 0.7198105761641673, "acc_stderr,none": 0.0126217079797985, "alias": "winogrande" }, "harness|lambada:openai|0": { "perplexity,none": 3.189163879397028, "perplexity_stderr,none": 0.08034962990833386, "acc,none": 0.7141470987774112, "acc_stderr,none": 0.00629473154335249, "alias": "lambada_openai" }, "harness|truthfulqa:mc2|0": { "acc,none": 0.5032627320436495, "acc_stderr,none": 0.01573739173365504, "alias": "truthfulqa_mc2" }, "harness|arc:easy|0": { "acc,none": 0.7512626262626263, "acc_stderr,none": 0.008870224411653797, "acc_norm,none": 0.7007575757575758, "acc_norm_stderr,none": 0.009396447162309824, "alias": "arc_easy" }, "harness|truthfulqa:mc1|0": { "acc,none": 0.3598531211750306, "acc_stderr,none": 0.016801860466677157, "alias": "truthfulqa_mc1" }, "harness|mmlu|0": { "acc,none": 0.5592508189716564, "acc_stderr,none": 0.003953538449426825, "alias": "mmlu" }, "harness|mmlu_humanities|0": { "alias": " - humanities", "acc,none": 0.5071200850159405, "acc_stderr,none": 0.0068319935524088216 }, "harness|mmlu_formal_logic|0": { "alias": " - formal_logic", "acc,none": 0.3888888888888889, "acc_stderr,none": 0.04360314860077459 }, "harness|mmlu_high_school_european_history|0": { "alias": " - high_school_european_history", "acc,none": 0.7393939393939394, "acc_stderr,none": 0.034277431758165236 }, "harness|mmlu_high_school_us_history|0": { "alias": " - high_school_us_history", "acc,none": 0.7549019607843137, "acc_stderr,none": 0.03019028245350195 }, "harness|mmlu_high_school_world_history|0": { "alias": " - high_school_world_history", "acc,none": 0.7383966244725738, "acc_stderr,none": 0.028609516716994934 }, "harness|mmlu_international_law|0": { "alias": " - international_law", "acc,none": 0.6942148760330579, "acc_stderr,none": 0.04205953933884124 }, "harness|mmlu_jurisprudence|0": { "alias": " - jurisprudence", "acc,none": 0.6944444444444444, "acc_stderr,none": 0.044531975073749834 }, "harness|mmlu_logical_fallacies|0": { "alias": " - logical_fallacies", "acc,none": 0.6993865030674846, "acc_stderr,none": 0.03602511318806771 }, "harness|mmlu_moral_disputes|0": { "alias": " - moral_disputes", "acc,none": 0.6069364161849711, "acc_stderr,none": 0.026296227915613674 }, "harness|mmlu_moral_scenarios|0": { "alias": " - moral_scenarios", "acc,none": 0.24692737430167597, "acc_stderr,none": 0.014422292204808838 }, "harness|mmlu_philosophy|0": { "alias": " - philosophy", "acc,none": 0.617363344051447, "acc_stderr,none": 0.027604689028581986 }, "harness|mmlu_prehistory|0": { "alias": " - prehistory", "acc,none": 0.6419753086419753, "acc_stderr,none": 0.026675611926037082 }, "harness|mmlu_professional_law|0": { "alias": " - professional_law", "acc,none": 0.424380704041721, "acc_stderr,none": 0.012623343757430015 }, "harness|mmlu_world_religions|0": { "alias": " - world_religions", "acc,none": 0.7660818713450293, "acc_stderr,none": 0.03246721765117826 }, "harness|mmlu_other|0": { "alias": " - other", "acc,none": 0.6443514644351465, "acc_stderr,none": 0.008297767909816914 }, "harness|mmlu_business_ethics|0": { "alias": " - business_ethics", "acc,none": 0.61, "acc_stderr,none": 0.04902071300001974 }, "harness|mmlu_clinical_knowledge|0": { "alias": " - clinical_knowledge", "acc,none": 0.630188679245283, "acc_stderr,none": 0.029711421880107933 }, "harness|mmlu_college_medicine|0": { "alias": " - college_medicine", "acc,none": 0.5549132947976878, "acc_stderr,none": 0.03789401760283647 }, "harness|mmlu_global_facts|0": { "alias": " - global_facts", "acc,none": 0.38, "acc_stderr,none": 0.04878317312145633 }, "harness|mmlu_human_aging|0": { "alias": " - human_aging", "acc,none": 0.6457399103139013, "acc_stderr,none": 0.032100621541349864 }, "harness|mmlu_management|0": { "alias": " - management", "acc,none": 0.7669902912621359, "acc_stderr,none": 0.04185832598928315 }, "harness|mmlu_marketing|0": { "alias": " - marketing", "acc,none": 0.8290598290598291, "acc_stderr,none": 0.02466249684520981 }, "harness|mmlu_medical_genetics|0": { "alias": " - medical_genetics", "acc,none": 0.65, "acc_stderr,none": 0.047937248544110196 }, "harness|mmlu_miscellaneous|0": { "alias": " - miscellaneous", "acc,none": 0.7790549169859514, "acc_stderr,none": 0.014836205167333569 }, "harness|mmlu_nutrition|0": { "alias": " - nutrition", "acc,none": 0.6209150326797386, "acc_stderr,none": 0.02778014120702334 }, "harness|mmlu_professional_accounting|0": { "alias": " - professional_accounting", "acc,none": 0.45390070921985815, "acc_stderr,none": 0.02970045324729148 }, "harness|mmlu_professional_medicine|0": { "alias": " - professional_medicine", "acc,none": 0.5661764705882353, "acc_stderr,none": 0.03010563657001663 }, "harness|mmlu_virology|0": { "alias": " - virology", "acc,none": 0.4578313253012048, "acc_stderr,none": 0.0387862677100236 }, "harness|mmlu_social_sciences|0": { "alias": " - social_sciences", "acc,none": 0.6480337991550211, "acc_stderr,none": 0.008358270030925742 }, "harness|mmlu_econometrics|0": { "alias": " - econometrics", "acc,none": 0.40350877192982454, "acc_stderr,none": 0.04615186962583703 }, "harness|mmlu_high_school_geography|0": { "alias": " - high_school_geography", "acc,none": 0.7272727272727273, "acc_stderr,none": 0.03173071239071724 }, "harness|mmlu_high_school_government_and_politics|0": { "alias": " - high_school_government_and_politics", "acc,none": 0.8186528497409327, "acc_stderr,none": 0.02780703236068609 }, "harness|mmlu_high_school_macroeconomics|0": { "alias": " - high_school_macroeconomics", "acc,none": 0.5358974358974359, "acc_stderr,none": 0.025285585990017848 }, "harness|mmlu_high_school_microeconomics|0": { "alias": " - high_school_microeconomics", "acc,none": 0.542016806722689, "acc_stderr,none": 0.032363611119519416 }, "harness|mmlu_high_school_psychology|0": { "alias": " - high_school_psychology", "acc,none": 0.763302752293578, "acc_stderr,none": 0.018224078117299085 }, "harness|mmlu_human_sexuality|0": { "alias": " - human_sexuality", "acc,none": 0.6946564885496184, "acc_stderr,none": 0.04039314978724561 }, "harness|mmlu_professional_psychology|0": { "alias": " - professional_psychology", "acc,none": 0.5506535947712419, "acc_stderr,none": 0.020123766528027262 }, "harness|mmlu_public_relations|0": { "alias": " - public_relations", "acc,none": 0.5727272727272728, "acc_stderr,none": 0.04738198703545483 }, "harness|mmlu_security_studies|0": { "alias": " - security_studies", "acc,none": 0.6571428571428571, "acc_stderr,none": 0.030387262919547728 }, "harness|mmlu_sociology|0": { "alias": " - sociology", "acc,none": 0.7562189054726368, "acc_stderr,none": 0.03036049015401465 }, "harness|mmlu_us_foreign_policy|0": { "alias": " - us_foreign_policy", "acc,none": 0.88, "acc_stderr,none": 0.032659863237109066 }, "harness|mmlu_stem|0": { "alias": " - stem", "acc,none": 0.46653980336187756, "acc_stderr,none": 0.008525630267008885 }, "harness|mmlu_abstract_algebra|0": { "alias": " - abstract_algebra", "acc,none": 0.29, "acc_stderr,none": 0.045604802157206845 }, "harness|mmlu_anatomy|0": { "alias": " - anatomy", "acc,none": 0.5259259259259259, "acc_stderr,none": 0.04313531696750575 }, "harness|mmlu_astronomy|0": { "alias": " - astronomy", "acc,none": 0.6118421052631579, "acc_stderr,none": 0.03965842097512744 }, "harness|mmlu_college_biology|0": { "alias": " - college_biology", "acc,none": 0.6736111111111112, "acc_stderr,none": 0.03921067198982266 }, "harness|mmlu_college_chemistry|0": { "alias": " - college_chemistry", "acc,none": 0.41, "acc_stderr,none": 0.04943110704237102 }, "harness|mmlu_college_computer_science|0": { "alias": " - college_computer_science", "acc,none": 0.46, "acc_stderr,none": 0.05009082659620333 }, "harness|mmlu_college_mathematics|0": { "alias": " - college_mathematics", "acc,none": 0.37, "acc_stderr,none": 0.04852365870939099 }, "harness|mmlu_college_physics|0": { "alias": " - college_physics", "acc,none": 0.4215686274509804, "acc_stderr,none": 0.04913595201274498 }, "harness|mmlu_computer_security|0": { "alias": " - computer_security", "acc,none": 0.72, "acc_stderr,none": 0.045126085985421296 }, "harness|mmlu_conceptual_physics|0": { "alias": " - conceptual_physics", "acc,none": 0.4808510638297872, "acc_stderr,none": 0.032662042990646775 }, "harness|mmlu_electrical_engineering|0": { "alias": " - electrical_engineering", "acc,none": 0.503448275862069, "acc_stderr,none": 0.04166567577101579 }, "harness|mmlu_elementary_mathematics|0": { "alias": " - elementary_mathematics", "acc,none": 0.3783068783068783, "acc_stderr,none": 0.024976954053155254 }, "harness|mmlu_high_school_biology|0": { "alias": " - high_school_biology", "acc,none": 0.7354838709677419, "acc_stderr,none": 0.02509189237885928 }, "harness|mmlu_high_school_chemistry|0": { "alias": " - high_school_chemistry", "acc,none": 0.4433497536945813, "acc_stderr,none": 0.03495334582162933 }, "harness|mmlu_high_school_computer_science|0": { "alias": " - high_school_computer_science", "acc,none": 0.58, "acc_stderr,none": 0.049604496374885836 }, "harness|mmlu_high_school_mathematics|0": { "alias": " - high_school_mathematics", "acc,none": 0.25555555555555554, "acc_stderr,none": 0.026593939101844065 }, "harness|mmlu_high_school_physics|0": { "alias": " - high_school_physics", "acc,none": 0.33112582781456956, "acc_stderr,none": 0.038425817186598696 }, "harness|mmlu_high_school_statistics|0": { "alias": " - high_school_statistics", "acc,none": 0.37037037037037035, "acc_stderr,none": 0.03293377139415191 }, "harness|mmlu_machine_learning|0": { "alias": " - machine_learning", "acc,none": 0.3392857142857143, "acc_stderr,none": 0.044939490686135404 }, "harness|openbookqa|0": { "acc,none": 0.308, "acc_stderr,none": 0.020667032987466104, "acc_norm,none": 0.43, "acc_norm_stderr,none": 0.022162634426652835, "alias": "openbookqa" }, "harness|piqa|0": { "acc,none": 0.7551686615886833, "acc_stderr,none": 0.010032309105568777, "acc_norm,none": 0.7687704026115343, "acc_norm_stderr,none": 0.009837063180625327, "alias": "piqa" }, "harness|boolq|0": { "acc,none": 0.8269113149847095, "acc_stderr,none": 0.006616927043886643, "alias": "boolq" } }, "task_info": { "model": "baichuan-inc/Baichuan2-13B-Chat", "revision": "main", "private": false, "params": 13.0, "architectures": "BaichuanForCausalLM", "quant_type": null, "precision": "16bit", "model_params": 13.0, "model_size": 26.0, "weight_dtype": "bfloat16", "compute_dtype": "float16", "gguf_ftype": "*Q4_0.gguf", "hardware": "gpu", "status": "Pending", "submitted_time": "2024-04-27T08:04:58Z", "model_type": "original", "job_id": -1, "job_start_time": null, "scripts": "ITREX" }, "quantization_config": null, "versions": { "harness|arc:challenge|0": 1.0, "harness|hellaswag|0": 1.0, "harness|winogrande|0": 1.0, "harness|lambada:openai|0": 1.0, "harness|truthfulqa:mc2|0": 2.0, "harness|arc:easy|0": 1.0, "harness|truthfulqa:mc1|0": 2.0, "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|openbookqa|0": 1.0, "harness|piqa|0": 1.0, "harness|boolq|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": 1716046398.8423457, "config": { "model": "hf", "model_args": "pretrained=baichuan-inc/Baichuan2-13B-Chat,trust_remote_code=True,dtype=float16,_commit_hash=main", "batch_size": 4, "batch_sizes": [], "device": "cuda", "use_cache": null, "limit": null, "bootstrap_iters": 100000, "gen_kwargs": null } }