ld_results / Qwen /results_2024-04-28-13-06-41.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": "2024-04-28-13-06-41",
"total_evaluation_time_secondes": "",
"model_name": "Qwen/Qwen1.5-7B-Chat-GPTQ-Int4",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 5.86,
"model_params": 6.54,
"quant_type": "GPTQ",
"precision": "4bit"
},
"results": {
"harness|piqa|0": {
"acc,none": 0.735038084874864,
"acc_stderr,none": 0.01029655799331606,
"acc_norm,none": 0.7453754080522307,
"acc_norm_stderr,none": 0.010164432237060476,
"alias": "piqa"
},
"harness|openbookqa|0": {
"acc,none": 0.332,
"acc_stderr,none": 0.021081766571222852,
"acc_norm,none": 0.416,
"acc_norm_stderr,none": 0.022064943313928876,
"alias": "openbookqa"
},
"harness|arc:easy|0": {
"acc,none": 0.6687710437710438,
"acc_stderr,none": 0.009657641311350919,
"acc_norm,none": 0.6056397306397306,
"acc_norm_stderr,none": 0.010028176038393004,
"alias": "arc_easy"
},
"harness|mmlu|0": {
"acc,none": 0.5904429568437545,
"acc_stderr,none": 0.003957317221865859,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.5377258235919234,
"acc_stderr,none": 0.0068626131961731455
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.4523809523809524,
"acc_stderr,none": 0.044518079590553275
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.7696969696969697,
"acc_stderr,none": 0.0328766675860349
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.7549019607843137,
"acc_stderr,none": 0.03019028245350194
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.7510548523206751,
"acc_stderr,none": 0.028146970599422644
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.768595041322314,
"acc_stderr,none": 0.038498560987940904
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.7685185185185185,
"acc_stderr,none": 0.04077494709252627
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.656441717791411,
"acc_stderr,none": 0.03731133519673893
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.653179190751445,
"acc_stderr,none": 0.02562472399403046
},
"harness|mmlu_moral_scenarios|0": {
"alias": " - moral_scenarios",
"acc,none": 0.29720670391061454,
"acc_stderr,none": 0.015285313353641592
},
"harness|mmlu_philosophy|0": {
"alias": " - philosophy",
"acc,none": 0.6591639871382636,
"acc_stderr,none": 0.026920841260776155
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.6481481481481481,
"acc_stderr,none": 0.026571483480719967
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.4517601043024772,
"acc_stderr,none": 0.012710662233660247
},
"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": 0.6501448342452526,
"acc_stderr,none": 0.008309193510443607
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.65,
"acc_stderr,none": 0.0479372485441102
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.6830188679245283,
"acc_stderr,none": 0.028637235639800904
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.5606936416184971,
"acc_stderr,none": 0.037842719328874674
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.4,
"acc_stderr,none": 0.049236596391733084
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.6098654708520179,
"acc_stderr,none": 0.03273766725459157
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.7281553398058253,
"acc_stderr,none": 0.044052680241409216
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.8333333333333334,
"acc_stderr,none": 0.024414947304543674
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.69,
"acc_stderr,none": 0.04648231987117316
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.7509578544061303,
"acc_stderr,none": 0.015464676163395972
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.6633986928104575,
"acc_stderr,none": 0.02705797462449438
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.4432624113475177,
"acc_stderr,none": 0.029634838473766006
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.6213235294117647,
"acc_stderr,none": 0.02946513363977613
},
"harness|mmlu_virology|0": {
"alias": " - virology",
"acc,none": 0.463855421686747,
"acc_stderr,none": 0.03882310850890594
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.6821579460513487,
"acc_stderr,none": 0.008189081115990158
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.49122807017543857,
"acc_stderr,none": 0.04702880432049615
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.7777777777777778,
"acc_stderr,none": 0.02962022787479048
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.7772020725388601,
"acc_stderr,none": 0.030031147977641538
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.5974358974358974,
"acc_stderr,none": 0.024864995159767752
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.6428571428571429,
"acc_stderr,none": 0.031124619309328177
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.8128440366972477,
"acc_stderr,none": 0.016722684526200148
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.6870229007633588,
"acc_stderr,none": 0.04066962905677697
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.553921568627451,
"acc_stderr,none": 0.020109864547181357
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.6272727272727273,
"acc_stderr,none": 0.04631381319425464
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.7020408163265306,
"acc_stderr,none": 0.02927956741106567
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.7910447761194029,
"acc_stderr,none": 0.028748298931728655
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.81,
"acc_stderr,none": 0.039427724440366234
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.5207738661592134,
"acc_stderr,none": 0.008650288386489482
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.41,
"acc_stderr,none": 0.04943110704237101
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.5777777777777777,
"acc_stderr,none": 0.04266763404099582
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.631578947368421,
"acc_stderr,none": 0.039255233810529325
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.6527777777777778,
"acc_stderr,none": 0.039812405437178615
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.42,
"acc_stderr,none": 0.049604496374885836
},
"harness|mmlu_college_computer_science|0": {
"alias": " - college_computer_science",
"acc,none": 0.58,
"acc_stderr,none": 0.049604496374885836
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.33,
"acc_stderr,none": 0.04725815626252603
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.4019607843137255,
"acc_stderr,none": 0.04878608714466997
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.74,
"acc_stderr,none": 0.0440844002276808
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.5361702127659574,
"acc_stderr,none": 0.03260038511835771
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.5310344827586206,
"acc_stderr,none": 0.04158632762097828
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.4603174603174603,
"acc_stderr,none": 0.025670080636909193
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.7193548387096774,
"acc_stderr,none": 0.0255606047210229
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.5320197044334976,
"acc_stderr,none": 0.03510766597959217
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.69,
"acc_stderr,none": 0.04648231987117316
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.34444444444444444,
"acc_stderr,none": 0.02897264888484427
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.37748344370860926,
"acc_stderr,none": 0.03958027231121569
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.5324074074074074,
"acc_stderr,none": 0.03402801581358966
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.38392857142857145,
"acc_stderr,none": 0.04616143075028546
},
"harness|winogrande|0": {
"acc,none": 0.6432517758484609,
"acc_stderr,none": 0.01346339395802872,
"alias": "winogrande"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.541346036842384,
"acc_stderr,none": 0.01584861213215754,
"alias": "truthfulqa_mc2"
},
"harness|arc:challenge|0": {
"acc,none": 0.41638225255972694,
"acc_stderr,none": 0.01440561827943617,
"acc_norm,none": 0.439419795221843,
"acc_norm_stderr,none": 0.014503747823580123,
"alias": "arc_challenge"
},
"harness|boolq|0": {
"acc,none": 0.8403669724770643,
"acc_stderr,none": 0.006406021659710515,
"alias": "boolq"
},
"harness|lambada:openai|0": {
"perplexity,none": 6.125395895964018,
"perplexity_stderr,none": 0.21476426826907466,
"acc,none": 0.5940228992819717,
"acc_stderr,none": 0.006841706431619957,
"alias": "lambada_openai"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.3806609547123623,
"acc_stderr,none": 0.016997627871907915,
"alias": "truthfulqa_mc1"
},
"harness|hellaswag|0": {
"acc,none": 0.578868751244772,
"acc_stderr,none": 0.004927314729433566,
"acc_norm,none": 0.7615016928898626,
"acc_norm_stderr,none": 0.0042529434040930484,
"alias": "hellaswag"
}
},
"task_info": {
"model": "Qwen/Qwen1.5-7B-Chat-GPTQ-Int4",
"revision": "main",
"private": false,
"params": 8.456,
"architectures": "Qwen2ForCausalLM",
"quant_type": "GPTQ",
"precision": "4bit",
"model_params": 16.912,
"model_size": 8.456,
"weight_dtype": "int4",
"compute_dtype": "float16",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "gpu",
"status": "Pending",
"submitted_time": "2024-04-27T08:09:37Z",
"model_type": "quantization",
"job_id": -1,
"job_start_time": null,
"scripts": "ITREX"
},
"quantization_config": {
"batch_size": 1,
"bits": 4,
"block_name_to_quantize": null,
"cache_block_outputs": true,
"damp_percent": 0.01,
"dataset": null,
"desc_act": false,
"exllama_config": {
"version": 1
},
"group_size": 128,
"max_input_length": null,
"model_seqlen": null,
"module_name_preceding_first_block": null,
"modules_in_block_to_quantize": null,
"pad_token_id": null,
"quant_method": "gptq",
"sym": true,
"tokenizer": null,
"true_sequential": true,
"use_cuda_fp16": false,
"use_exllama": true
},
"versions": {
"harness|piqa|0": 1.0,
"harness|openbookqa|0": 1.0,
"harness|arc:easy|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|winogrande|0": 1.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|arc:challenge|0": 1.0,
"harness|boolq|0": 2.0,
"harness|lambada:openai|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"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": 1714275925.6022973,
"config": {
"model": "hf",
"model_args": "pretrained=Qwen/Qwen1.5-7B-Chat-GPTQ-Int4,dtype=float16,_commit_hash=main",
"batch_size": 2,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}