ld_results / unsloth /results_2024-04-28-19-17-21.json
lvkaokao
init evaluation results.
cd88ae0
{
"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": "2024-04-28-19-17-21",
"total_evaluation_time_secondes": "",
"model_name": "unsloth/llama-3-8b-Instruct-bnb-4bit",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 5.7,
"model_params": 7.2,
"quant_type": "bitsandbytes",
"precision": "4bit"
},
"results": {
"harness|arc:challenge|0": {
"acc,none": 0.5281569965870307,
"acc_stderr,none": 0.014588204105102202,
"acc_norm,none": 0.5494880546075085,
"acc_norm_stderr,none": 0.014539646098471627,
"alias": "arc_challenge"
},
"harness|mmlu|0": {
"acc,none": 0.6140150975644495,
"acc_stderr,none": 0.003872725575522531,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.5504782146652497,
"acc_stderr,none": 0.006754642643009837
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.47619047619047616,
"acc_stderr,none": 0.04467062628403273
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.7333333333333333,
"acc_stderr,none": 0.03453131801885417
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.7990196078431373,
"acc_stderr,none": 0.028125972265654362
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.8143459915611815,
"acc_stderr,none": 0.025310495376944867
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.7024793388429752,
"acc_stderr,none": 0.04173349148083499
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.75,
"acc_stderr,none": 0.04186091791394607
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.7423312883435583,
"acc_stderr,none": 0.03436150827846917
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.6878612716763006,
"acc_stderr,none": 0.024946792225272314
},
"harness|mmlu_moral_scenarios|0": {
"alias": " - moral_scenarios",
"acc,none": 0.2770949720670391,
"acc_stderr,none": 0.014968772435812145
},
"harness|mmlu_philosophy|0": {
"alias": " - philosophy",
"acc,none": 0.684887459807074,
"acc_stderr,none": 0.026385273703464492
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.7191358024691358,
"acc_stderr,none": 0.025006469755799208
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.4589308996088657,
"acc_stderr,none": 0.012727084826799797
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.7602339181286549,
"acc_stderr,none": 0.03274485211946956
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.6997103315094947,
"acc_stderr,none": 0.007946042040283596
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.69,
"acc_stderr,none": 0.04648231987117316
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.7283018867924528,
"acc_stderr,none": 0.027377706624670713
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.6184971098265896,
"acc_stderr,none": 0.03703851193099521
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.41,
"acc_stderr,none": 0.049431107042371025
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.6457399103139013,
"acc_stderr,none": 0.03210062154134987
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.8058252427184466,
"acc_stderr,none": 0.03916667762822584
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.8803418803418803,
"acc_stderr,none": 0.021262719400406953
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.81,
"acc_stderr,none": 0.03942772444036623
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.789272030651341,
"acc_stderr,none": 0.014583812465862543
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.7091503267973857,
"acc_stderr,none": 0.02600480036395213
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.4929078014184397,
"acc_stderr,none": 0.02982449855912901
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.7132352941176471,
"acc_stderr,none": 0.02747227447323382
},
"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": 0.7182320441988951,
"acc_stderr,none": 0.007943824324050873
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.43859649122807015,
"acc_stderr,none": 0.04668000738510455
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.7727272727272727,
"acc_stderr,none": 0.02985751567338641
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.8393782383419689,
"acc_stderr,none": 0.026499057701397433
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.6256410256410256,
"acc_stderr,none": 0.024537591572830513
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.7226890756302521,
"acc_stderr,none": 0.029079374539480007
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.8128440366972477,
"acc_stderr,none": 0.016722684526200172
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.7633587786259542,
"acc_stderr,none": 0.037276735755969154
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.6519607843137255,
"acc_stderr,none": 0.01927099870822398
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.6363636363636364,
"acc_stderr,none": 0.046075820907199756
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.6938775510204082,
"acc_stderr,none": 0.02950489645459597
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.8258706467661692,
"acc_stderr,none": 0.026814951200421603
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.81,
"acc_stderr,none": 0.03942772444036623
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.5226768157310498,
"acc_stderr,none": 0.008629280200619318
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.31,
"acc_stderr,none": 0.04648231987117316
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.5777777777777777,
"acc_stderr,none": 0.04266763404099582
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.6710526315789473,
"acc_stderr,none": 0.03823428969926604
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.7430555555555556,
"acc_stderr,none": 0.03653946969442099
},
"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": 0.48,
"acc_stderr,none": 0.050211673156867795
},
"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": 0.47058823529411764,
"acc_stderr,none": 0.049665709039785295
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.74,
"acc_stderr,none": 0.044084400227680794
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.5404255319148936,
"acc_stderr,none": 0.03257901482099835
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.6137931034482759,
"acc_stderr,none": 0.04057324734419036
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.43386243386243384,
"acc_stderr,none": 0.02552503438247489
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.7064516129032258,
"acc_stderr,none": 0.025906087021319288
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.4729064039408867,
"acc_stderr,none": 0.03512819077876106
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.62,
"acc_stderr,none": 0.048783173121456316
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.35555555555555557,
"acc_stderr,none": 0.029185714949857403
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.45695364238410596,
"acc_stderr,none": 0.04067325174247443
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.5185185185185185,
"acc_stderr,none": 0.034076320938540516
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.48214285714285715,
"acc_stderr,none": 0.047427623612430116
},
"harness|boolq|0": {
"acc,none": 0.826605504587156,
"acc_stderr,none": 0.006621545068373126,
"alias": "boolq"
},
"harness|winogrande|0": {
"acc,none": 0.7198105761641673,
"acc_stderr,none": 0.012621707979798499,
"alias": "winogrande"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.35495716034271724,
"acc_stderr,none": 0.0167508623813759,
"alias": "truthfulqa_mc1"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.5187467156778944,
"acc_stderr,none": 0.01532066674841558,
"alias": "truthfulqa_mc2"
},
"harness|openbookqa|0": {
"acc,none": 0.338,
"acc_stderr,none": 0.02117566569520941,
"acc_norm,none": 0.422,
"acc_norm_stderr,none": 0.022109039310618552,
"alias": "openbookqa"
},
"harness|piqa|0": {
"acc,none": 0.7758433079434167,
"acc_stderr,none": 0.00972989795641004,
"acc_norm,none": 0.7758433079434167,
"acc_norm_stderr,none": 0.009729897956410034,
"alias": "piqa"
},
"harness|lambada:openai|0": {
"perplexity,none": 3.239022847175918,
"perplexity_stderr,none": 0.08064531309398792,
"acc,none": 0.7158936541820299,
"acc_stderr,none": 0.006283140862669237,
"alias": "lambada_openai"
},
"harness|hellaswag|0": {
"acc,none": 0.5704043019318861,
"acc_stderr,none": 0.00494006740203104,
"acc_norm,none": 0.7536347341167098,
"acc_norm_stderr,none": 0.0043001312233407534,
"alias": "hellaswag"
},
"harness|arc:easy|0": {
"acc,none": 0.8093434343434344,
"acc_stderr,none": 0.008060472485266111,
"acc_norm,none": 0.7794612794612794,
"acc_norm_stderr,none": 0.008507616235669013,
"alias": "arc_easy"
}
},
"task_info": {
"model": "unsloth/llama-3-8b-Instruct-bnb-4bit",
"revision": "main",
"private": false,
"params": 18.6,
"architectures": "LlamaForCausalLM",
"quant_type": "bitsandbytes",
"precision": "4bit",
"model_params": 37.2,
"model_size": 18.6,
"weight_dtype": "int4",
"compute_dtype": "float16",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "gpu",
"status": "Pending",
"submitted_time": "2024-04-27T15:55:26Z",
"model_type": "quantization",
"job_id": -1,
"job_start_time": null,
"scripts": "ITREX"
},
"quantization_config": {
"_load_in_4bit": true,
"_load_in_8bit": false,
"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,
"quant_method": "bitsandbytes"
},
"versions": {
"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|boolq|0": 2.0,
"harness|winogrande|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|openbookqa|0": 1.0,
"harness|piqa|0": 1.0,
"harness|lambada:openai|0": 1.0,
"harness|hellaswag|0": 1.0,
"harness|arc:easy|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": 1714280945.2252731,
"config": {
"model": "hf",
"model_args": "pretrained=unsloth/llama-3-8b-Instruct-bnb-4bit,dtype=float16,_commit_hash=main",
"batch_size": 2,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}