llm_pt_leaderboard_results / CohereForAI /aya-expanse-32b /results_2024-12-03T17-11-02.917534.json
eduagarcia's picture
Updating model CohereForAI/aya-expanse-32b
7dbb048 verified
{
"config_general": {
"start_date": "2024-12-03T17-11-02.917534",
"start_time": 1733245863.9311452,
"end_time": 1733254455.585042,
"total_evaluation_time_seconds": 8591.653896808624,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "c1df2547e1f5fe22e1f4897f980f231dc74cfc27",
"model_dtype": "float16",
"model_memory_footprint": 64592963840,
"model_num_parameters": 32296476672,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 2,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "CohereForAI/aya-expanse-32b",
"job_id": 1301,
"model_id": "CohereForAI/aya-expanse-32b_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "💬 : chat (RLHF, DPO, IFT, ...)",
"model_architectures": "CohereForCausalLM",
"submitted_time": "2024-10-27T00:57:18Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.7302556666364395,
"all_grouped_npm": 0.5952486259784052,
"all_grouped": {
"enem_challenge": 0.7375787263820853,
"bluex": 0.6536856745479833,
"oab_exams": 0.5990888382687927,
"assin2_rte": 0.923384962213484,
"assin2_sts": 0.7373015447324608,
"faquad_nli": 0.720673391991921,
"hatebr_offensive": 0.8251623100939243,
"portuguese_hate_speech": 0.7105613391695256,
"tweetsentbr": 0.6648642123277785
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.7375787263820853,
"harness|bluex|bluex|None|3": 0.6536856745479833,
"harness|oab_exams|oab_exams|None|3": 0.5990888382687927,
"harness|assin2_rte|assin2_rte|None|15": 0.923384962213484,
"harness|assin2_sts|assin2_sts|None|15": 0.7373015447324608,
"harness|faquad_nli|faquad_nli|None|15": 0.720673391991921,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8251623100939243,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7105613391695256,
"harness|tweetsentbr|tweetsentbr|None|25": 0.6648642123277785
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.7375787263820853,
"acc,exam_id__2012": 0.7327586206896551,
"acc,exam_id__2009": 0.7043478260869566,
"acc,exam_id__2017": 0.7586206896551724,
"acc,exam_id__2016": 0.768595041322314,
"acc,exam_id__2022": 0.6616541353383458,
"acc,exam_id__2015": 0.7478991596638656,
"acc,exam_id__2023": 0.7555555555555555,
"acc,exam_id__2016_2": 0.7235772357723578,
"acc,exam_id__2014": 0.7889908256880734,
"acc,exam_id__2010": 0.7777777777777778,
"acc,exam_id__2011": 0.7692307692307693,
"acc,exam_id__2013": 0.6666666666666666,
"main_score": 0.7375787263820853
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.6536856745479833,
"acc,exam_id__UNICAMP_2021_1": 0.6521739130434783,
"acc,exam_id__UNICAMP_2021_2": 0.6274509803921569,
"acc,exam_id__USP_2020": 0.625,
"acc,exam_id__UNICAMP_2022": 0.7692307692307693,
"acc,exam_id__USP_2022": 0.5918367346938775,
"acc,exam_id__USP_2021": 0.6730769230769231,
"acc,exam_id__UNICAMP_2019": 0.58,
"acc,exam_id__USP_2023": 0.8181818181818182,
"acc,exam_id__USP_2024": 0.7804878048780488,
"acc,exam_id__USP_2019": 0.6,
"acc,exam_id__UNICAMP_2020": 0.6181818181818182,
"acc,exam_id__UNICAMP_2023": 0.7441860465116279,
"acc,exam_id__UNICAMP_2024": 0.6666666666666666,
"acc,exam_id__USP_2018": 0.5370370370370371,
"acc,exam_id__UNICAMP_2018": 0.6111111111111112,
"main_score": 0.6536856745479833
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.5990888382687927,
"acc,exam_id__2012-06": 0.625,
"acc,exam_id__2013-10": 0.7125,
"acc,exam_id__2017-22": 0.6125,
"acc,exam_id__2012-09": 0.42857142857142855,
"acc,exam_id__2011-05": 0.675,
"acc,exam_id__2011-04": 0.55,
"acc,exam_id__2011-03": 0.5757575757575758,
"acc,exam_id__2016-20": 0.575,
"acc,exam_id__2012-07": 0.5375,
"acc,exam_id__2010-02": 0.66,
"acc,exam_id__2012-06a": 0.625,
"acc,exam_id__2015-16": 0.5875,
"acc,exam_id__2016-20a": 0.575,
"acc,exam_id__2015-17": 0.6538461538461539,
"acc,exam_id__2013-11": 0.575,
"acc,exam_id__2016-19": 0.6025641025641025,
"acc,exam_id__2014-15": 0.6923076923076923,
"acc,exam_id__2015-18": 0.725,
"acc,exam_id__2017-24": 0.625,
"acc,exam_id__2012-08": 0.625,
"acc,exam_id__2010-01": 0.5294117647058824,
"acc,exam_id__2014-13": 0.525,
"acc,exam_id__2017-23": 0.55,
"acc,exam_id__2013-12": 0.575,
"acc,exam_id__2016-21": 0.4875,
"acc,exam_id__2018-25": 0.5375,
"acc,exam_id__2014-14": 0.725,
"main_score": 0.5990888382687927
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.923384962213484,
"acc,all": 0.9236111111111112,
"main_score": 0.923384962213484
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.7373015447324608,
"mse,all": 0.6864338235294117,
"main_score": 0.7373015447324608
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.720673391991921,
"acc,all": 0.7538461538461538,
"main_score": 0.720673391991921
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8251623100939243,
"acc,all": 0.8292857142857143,
"main_score": 0.8251623100939243
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7105613391695256,
"acc,all": 0.7297297297297297,
"main_score": 0.7105613391695256
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.6648642123277785,
"acc,all": 0.7124378109452736,
"main_score": 0.6648642123277785
}
},
"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": 0,
"non_truncated": 1429,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 0,
"mean_seq_length": 1217.5381385584324,
"min_seq_length": 1027,
"max_seq_length": 2206,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 3.0
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 0,
"non_truncated": 719,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 0,
"mean_seq_length": 1355.8970792767732,
"min_seq_length": 1076,
"max_seq_length": 1949,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 3.0
},
"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": 970.0168564920274,
"min_seq_length": 784,
"max_seq_length": 1291,
"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": 1038.3545751633987,
"min_seq_length": 1022,
"max_seq_length": 1082,
"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": 1283.3545751633987,
"min_seq_length": 1267,
"max_seq_length": 1327,
"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": 1138.0676923076924,
"min_seq_length": 1102,
"max_seq_length": 1205,
"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": 1095.9871428571428,
"min_seq_length": 1079,
"max_seq_length": 1283,
"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": 1454.6169212690952,
"min_seq_length": 1427,
"max_seq_length": 1491,
"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": 1297.0830845771145,
"min_seq_length": 1281,
"max_seq_length": 1347,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 0,
"non_truncated": 14150,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 0
}
}