ld_results / baichuan-inc /results_2024-05-13-19-42-01.json
lvkaokao
init evaluation results.
cd88ae0
raw
history blame contribute delete
No virus
22.4 kB
{
"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": null,
"end_time": "2024-05-13-19-42-01",
"total_evaluation_time_secondes": "",
"model_name": "baichuan-inc/Baichuan2-7B-Chat-4bits",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 5.4,
"model_params": 7.0,
"quant_type": "bitsandbytes",
"precision": "4bit"
},
"results": {
"harness|arc:easy|0": {
"acc,none": 0.726010101010101,
"acc_stderr,none": 0.009151805901544022,
"acc_norm,none": 0.678030303030303,
"acc_norm_stderr,none": 0.009587386696300385,
"alias": "arc_easy"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.3023255813953488,
"acc_stderr,none": 0.016077509266133026,
"alias": "truthfulqa_mc1"
},
"harness|lambada:openai|0": {
"perplexity,none": 4.038756542051814,
"perplexity_stderr,none": 0.11540847819628168,
"acc,none": 0.672811954201436,
"acc_stderr,none": 0.006536686193974627,
"alias": "lambada_openai"
},
"harness|winogrande|0": {
"acc,none": 0.67008681925809,
"acc_stderr,none": 0.013214432542517553,
"alias": "winogrande"
},
"harness|piqa|0": {
"acc,none": 0.735038084874864,
"acc_stderr,none": 0.010296557993316075,
"acc_norm,none": 0.7383025027203483,
"acc_norm_stderr,none": 0.010255630772708229,
"alias": "piqa"
},
"harness|mmlu|0": {
"acc,none": 0.5022076627261074,
"acc_stderr,none": 0.004038480145464961,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.46099893730074387,
"acc_stderr,none": 0.006891577589106509
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.373015873015873,
"acc_stderr,none": 0.04325506042017086
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.6484848484848484,
"acc_stderr,none": 0.037282069986826503
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.7009803921568627,
"acc_stderr,none": 0.03213325717373617
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.70042194092827,
"acc_stderr,none": 0.029818024749753095
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.628099173553719,
"acc_stderr,none": 0.044120158066245044
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.6111111111111112,
"acc_stderr,none": 0.0471282125742677
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.5705521472392638,
"acc_stderr,none": 0.03889066619112722
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.5317919075144508,
"acc_stderr,none": 0.02686462436675666
},
"harness|mmlu_moral_scenarios|0": {
"alias": " - moral_scenarios",
"acc,none": 0.23575418994413408,
"acc_stderr,none": 0.014196375686290804
},
"harness|mmlu_philosophy|0": {
"alias": " - philosophy",
"acc,none": 0.5819935691318328,
"acc_stderr,none": 0.028013651891995076
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.5771604938271605,
"acc_stderr,none": 0.027487472980871595
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.37809647979139505,
"acc_stderr,none": 0.012384878406798095
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.7485380116959064,
"acc_stderr,none": 0.033275044238468436
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.5806243965239781,
"acc_stderr,none": 0.008620571172520262
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.57,
"acc_stderr,none": 0.04975698519562428
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.5547169811320755,
"acc_stderr,none": 0.030588052974270655
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.4913294797687861,
"acc_stderr,none": 0.038118909889404105
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.35,
"acc_stderr,none": 0.04793724854411022
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.5695067264573991,
"acc_stderr,none": 0.0332319730294294
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.6213592233009708,
"acc_stderr,none": 0.048026946982589726
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.7564102564102564,
"acc_stderr,none": 0.028120966503914394
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.54,
"acc_stderr,none": 0.05009082659620332
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.7037037037037037,
"acc_stderr,none": 0.016328814422102052
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.5849673202614379,
"acc_stderr,none": 0.028213504177824093
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.35815602836879434,
"acc_stderr,none": 0.02860208586275942
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.5330882352941176,
"acc_stderr,none": 0.030306257722468317
},
"harness|mmlu_virology|0": {
"alias": " - virology",
"acc,none": 0.4939759036144578,
"acc_stderr,none": 0.03892212195333045
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.5794605134871629,
"acc_stderr,none": 0.008692685039668366
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.2807017543859649,
"acc_stderr,none": 0.04227054451232199
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.6464646464646465,
"acc_stderr,none": 0.03406086723547153
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.7202072538860104,
"acc_stderr,none": 0.032396370467357036
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.46923076923076923,
"acc_stderr,none": 0.025302958890850154
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.48739495798319327,
"acc_stderr,none": 0.03246816765752174
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.6844036697247706,
"acc_stderr,none": 0.019926117513869662
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.6183206106870229,
"acc_stderr,none": 0.04260735157644561
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.4950980392156863,
"acc_stderr,none": 0.020226862710039463
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.6272727272727273,
"acc_stderr,none": 0.04631381319425465
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.6040816326530613,
"acc_stderr,none": 0.03130802899065685
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.7164179104477612,
"acc_stderr,none": 0.031871875379197966
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.67,
"acc_stderr,none": 0.04725815626252609
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.4110371075166508,
"acc_stderr,none": 0.008578848650999856
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.29,
"acc_stderr,none": 0.04560480215720683
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.4962962962962963,
"acc_stderr,none": 0.04319223625811331
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.5328947368421053,
"acc_stderr,none": 0.040601270352363966
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.4861111111111111,
"acc_stderr,none": 0.041795966175810016
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.38,
"acc_stderr,none": 0.04878317312145632
},
"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": 0.31,
"acc_stderr,none": 0.04648231987117316
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.2549019607843137,
"acc_stderr,none": 0.04336432707993176
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.63,
"acc_stderr,none": 0.048523658709391
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.41702127659574467,
"acc_stderr,none": 0.03223276266711712
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.45517241379310347,
"acc_stderr,none": 0.04149886942192118
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.29894179894179895,
"acc_stderr,none": 0.023577604791655795
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.5806451612903226,
"acc_stderr,none": 0.02807158890109184
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.39408866995073893,
"acc_stderr,none": 0.03438157967036543
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.48,
"acc_stderr,none": 0.050211673156867795
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.25925925925925924,
"acc_stderr,none": 0.02671924078371218
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.3576158940397351,
"acc_stderr,none": 0.03913453431177258
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.44907407407407407,
"acc_stderr,none": 0.03392238405321617
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.3482142857142857,
"acc_stderr,none": 0.04521829902833585
},
"harness|boolq|0": {
"acc,none": 0.7880733944954128,
"acc_stderr,none": 0.007147737811541546,
"alias": "boolq"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.4629458144430423,
"acc_stderr,none": 0.015589156879983877,
"alias": "truthfulqa_mc2"
},
"harness|arc:challenge|0": {
"acc,none": 0.39078498293515357,
"acc_stderr,none": 0.014258563880513778,
"acc_norm,none": 0.4206484641638225,
"acc_norm_stderr,none": 0.014426211252508403,
"alias": "arc_challenge"
},
"harness|openbookqa|0": {
"acc,none": 0.288,
"acc_stderr,none": 0.02027150383507522,
"acc_norm,none": 0.388,
"acc_norm_stderr,none": 0.021814300984787635,
"alias": "openbookqa"
},
"harness|hellaswag|0": {
"acc,none": 0.5295757817167894,
"acc_stderr,none": 0.004981044370530789,
"acc_norm,none": 0.7046405098585939,
"acc_norm_stderr,none": 0.004552718360513105,
"alias": "hellaswag"
}
},
"task_info": {
"model": "./Baichuan2-7B-Chat-4bits",
"revision": "main",
"private": false,
"params": 7.0,
"architectures": "BaichuanForCausalLM",
"quant_type": "bitsandbytes",
"precision": "4bit",
"model_params": 7.0,
"model_size": 5.4,
"weight_dtype": "int4",
"compute_dtype": "float16",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "gpu",
"status": "Pending",
"submitted_time": "2024-04-29T07:30:28Z",
"model_type": "quantization",
"job_id": -1,
"job_start_time": null,
"scripts": "ITREX"
},
"quantization_config": {
"bnb_4bit_compute_dtype": "bfloat16",
"bnb_4bit_quant_type": "nf4",
"bnb_4bit_use_double_quant": true,
"llm_int8_enable_fp32_cpu_offload": false,
"llm_int8_has_fp16_weight": false,
"llm_int8_skip_modules": null,
"llm_int8_threshold": 6.0,
"load_in_4bit": true,
"load_in_8bit": false
},
"versions": {
"harness|arc:easy|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"harness|lambada:openai|0": 1.0,
"harness|winogrande|0": 1.0,
"harness|piqa|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|boolq|0": 2.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|arc:challenge|0": 1.0,
"harness|openbookqa|0": 1.0,
"harness|hellaswag|0": 1.0
},
"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": 1715594337.0446994,
"config": {
"model": "hf",
"model_args": "pretrained=./Baichuan2-7B-Chat-4bits,trust_remote_code=True,dtype=float16,_commit_hash=main",
"batch_size": 2,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}