llm_pt_leaderboard_raw_results / Walmart-the-bag /Quintellect-10.7B /results_2024-04-22T07-23-08.500560.json
eduagarcia's picture
Uploading raw results for Walmart-the-bag/Quintellect-10.7B
1d1fd5b verified
raw
history blame
13.3 kB
{
"config_general": {
"start_date": "2024-04-22T07-23-08.500560",
"start_time": 1713770589.0911667,
"end_time": 1713782082.2908967,
"total_evaluation_time_seconds": 11493.199729919434,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "a49c47e1ec1244761cab725763c20d1602064154",
"model_dtype": "float16",
"model_memory_footprint": 22268366848,
"model_num_parameters": 10731524096,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 4,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "Walmart-the-bag/Quintellect-10.7B",
"job_id": 530,
"model_id": "Walmart-the-bag/Quintellect-10.7B_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🔶 : fine-tuned/fp on domain-specific datasets",
"model_architectures": "MistralForCausalLM",
"submitted_time": "2024-04-21T12:52:28Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6528199363797988,
"all_grouped_npm": 0.4825523923955195,
"all_grouped": {
"enem_challenge": 0.6277116864940517,
"bluex": 0.49235048678720444,
"oab_exams": 0.4123006833712984,
"assin2_rte": 0.9170701677123623,
"assin2_sts": 0.7627230529499934,
"faquad_nli": 0.7349043532671851,
"hatebr_offensive": 0.735005055611729,
"portuguese_hate_speech": 0.6935314304170537,
"tweetsentbr": 0.4997825108073116
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6277116864940517,
"harness|bluex|bluex|None|3": 0.49235048678720444,
"harness|oab_exams|oab_exams|None|3": 0.4123006833712984,
"harness|assin2_rte|assin2_rte|None|15": 0.9170701677123623,
"harness|assin2_sts|assin2_sts|None|15": 0.7627230529499934,
"harness|faquad_nli|faquad_nli|None|15": 0.7349043532671851,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.735005055611729,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6935314304170537,
"harness|tweetsentbr|tweetsentbr|None|25": 0.4997825108073116
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6277116864940517,
"acc,exam_id__2016_2": 0.6178861788617886,
"acc,exam_id__2013": 0.6481481481481481,
"acc,exam_id__2017": 0.6293103448275862,
"acc,exam_id__2009": 0.6173913043478261,
"acc,exam_id__2023": 0.6666666666666666,
"acc,exam_id__2015": 0.5882352941176471,
"acc,exam_id__2010": 0.5897435897435898,
"acc,exam_id__2011": 0.7008547008547008,
"acc,exam_id__2022": 0.5714285714285714,
"acc,exam_id__2016": 0.628099173553719,
"acc,exam_id__2012": 0.6293103448275862,
"acc,exam_id__2014": 0.6513761467889908,
"main_score": 0.6277116864940517
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.49235048678720444,
"acc,exam_id__USP_2024": 0.5853658536585366,
"acc,exam_id__UNICAMP_2021_1": 0.5217391304347826,
"acc,exam_id__UNICAMP_2021_2": 0.49019607843137253,
"acc,exam_id__UNICAMP_2023": 0.46511627906976744,
"acc,exam_id__USP_2018": 0.48148148148148145,
"acc,exam_id__UNICAMP_2024": 0.4,
"acc,exam_id__UNICAMP_2018": 0.4074074074074074,
"acc,exam_id__UNICAMP_2020": 0.5454545454545454,
"acc,exam_id__USP_2021": 0.4807692307692308,
"acc,exam_id__USP_2022": 0.5306122448979592,
"acc,exam_id__UNICAMP_2022": 0.48717948717948717,
"acc,exam_id__USP_2020": 0.48214285714285715,
"acc,exam_id__USP_2019": 0.375,
"acc,exam_id__USP_2023": 0.5909090909090909,
"acc,exam_id__UNICAMP_2019": 0.54,
"main_score": 0.49235048678720444
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.4123006833712984,
"acc,exam_id__2011-05": 0.4375,
"acc,exam_id__2013-12": 0.425,
"acc,exam_id__2012-07": 0.4375,
"acc,exam_id__2016-21": 0.375,
"acc,exam_id__2012-06a": 0.325,
"acc,exam_id__2015-18": 0.4,
"acc,exam_id__2017-22": 0.525,
"acc,exam_id__2014-13": 0.4,
"acc,exam_id__2011-04": 0.35,
"acc,exam_id__2016-20": 0.4375,
"acc,exam_id__2011-03": 0.29292929292929293,
"acc,exam_id__2014-15": 0.5,
"acc,exam_id__2015-16": 0.4125,
"acc,exam_id__2010-01": 0.3411764705882353,
"acc,exam_id__2012-06": 0.4875,
"acc,exam_id__2012-08": 0.35,
"acc,exam_id__2013-10": 0.4375,
"acc,exam_id__2014-14": 0.5125,
"acc,exam_id__2017-23": 0.425,
"acc,exam_id__2015-17": 0.44871794871794873,
"acc,exam_id__2016-19": 0.5,
"acc,exam_id__2016-20a": 0.35,
"acc,exam_id__2013-11": 0.3875,
"acc,exam_id__2010-02": 0.43,
"acc,exam_id__2017-24": 0.35,
"acc,exam_id__2012-09": 0.38961038961038963,
"acc,exam_id__2018-25": 0.4375,
"main_score": 0.4123006833712984
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.9170701677123623,
"acc,all": 0.9170751633986928,
"main_score": 0.9170701677123623
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.7627230529499934,
"mse,all": 0.48967728758169937,
"main_score": 0.7627230529499934
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.7349043532671851,
"acc,all": 0.7753846153846153,
"main_score": 0.7349043532671851
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.735005055611729,
"acc,all": 0.7492857142857143,
"main_score": 0.735005055611729
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.6935314304170537,
"acc,all": 0.7379553466509988,
"main_score": 0.6935314304170537
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.4997825108073116,
"acc,all": 0.690547263681592,
"main_score": 0.4997825108073116
}
},
"config_tasks": {
"harness|enem_challenge|enem_challenge": "LM Harness task",
"harness|bluex|bluex": "LM Harness task",
"harness|oab_exams|oab_exams": "LM Harness task",
"harness|assin2_rte|assin2_rte": "LM Harness task",
"harness|assin2_sts|assin2_sts": "LM Harness task",
"harness|faquad_nli|faquad_nli": "LM Harness task",
"harness|hatebr_offensive|hatebr_offensive": "LM Harness task",
"harness|portuguese_hate_speech|portuguese_hate_speech": "LM Harness task",
"harness|tweetsentbr|tweetsentbr": "LM Harness task"
},
"versions": {
"all": 0,
"harness|enem_challenge|enem_challenge": 1.1,
"harness|bluex|bluex": 1.1,
"harness|oab_exams|oab_exams": 1.5,
"harness|assin2_rte|assin2_rte": 1.1,
"harness|assin2_sts|assin2_sts": 1.1,
"harness|faquad_nli|faquad_nli": 1.1,
"harness|hatebr_offensive|hatebr_offensive": 1.0,
"harness|portuguese_hate_speech|portuguese_hate_speech": 1.0,
"harness|tweetsentbr|tweetsentbr": 1.0
},
"summary_tasks": {
"harness|enem_challenge|enem_challenge|None|3": {
"sample_size": 1429,
"truncated": 2,
"non_truncated": 1427,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 2,
"mean_seq_length": 1650.039188243527,
"min_seq_length": 1384,
"max_seq_length": 2648,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.998600419874038
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 1,
"non_truncated": 718,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 1,
"mean_seq_length": 1749.9262865090404,
"min_seq_length": 1373,
"max_seq_length": 2550,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.998609179415855
},
"harness|oab_exams|oab_exams|None|3": {
"sample_size": 2195,
"truncated": 0,
"non_truncated": 2195,
"padded": 0,
"non_padded": 2195,
"fewshots_truncated": 0,
"mean_seq_length": 1395.764464692483,
"min_seq_length": 1129,
"max_seq_length": 1898,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 3.0
},
"harness|assin2_rte|assin2_rte|None|15": {
"sample_size": 2448,
"truncated": 0,
"non_truncated": 2448,
"padded": 0,
"non_padded": 2448,
"fewshots_truncated": 0,
"mean_seq_length": 1479.7455065359477,
"min_seq_length": 1456,
"max_seq_length": 1546,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 15.0
},
"harness|assin2_sts|assin2_sts|None|15": {
"sample_size": 2448,
"truncated": 0,
"non_truncated": 2448,
"padded": 0,
"non_padded": 2448,
"fewshots_truncated": 0,
"mean_seq_length": 1719.7455065359477,
"min_seq_length": 1696,
"max_seq_length": 1786,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 15.0
},
"harness|faquad_nli|faquad_nli|None|15": {
"sample_size": 650,
"truncated": 0,
"non_truncated": 650,
"padded": 0,
"non_padded": 650,
"fewshots_truncated": 0,
"mean_seq_length": 1720.9876923076922,
"min_seq_length": 1665,
"max_seq_length": 1841,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 15.0
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"sample_size": 1400,
"truncated": 0,
"non_truncated": 1400,
"padded": 0,
"non_padded": 1400,
"fewshots_truncated": 0,
"mean_seq_length": 1511.3878571428572,
"min_seq_length": 1488,
"max_seq_length": 1762,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"sample_size": 851,
"truncated": 0,
"non_truncated": 851,
"padded": 0,
"non_padded": 851,
"fewshots_truncated": 0,
"mean_seq_length": 2012.3360752056403,
"min_seq_length": 1977,
"max_seq_length": 2051,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"sample_size": 2010,
"truncated": 0,
"non_truncated": 2010,
"padded": 0,
"non_padded": 2010,
"fewshots_truncated": 0,
"mean_seq_length": 1758.2492537313433,
"min_seq_length": 1737,
"max_seq_length": 1853,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 3,
"non_truncated": 14147,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 3
}
}