llm_pt_leaderboard_raw_results
/
MaziyarPanahi
/Topxtral-4x7B-v0.1
/results_2024-06-13T01-59-37.042342.json
{ | |
"config_general": { | |
"start_date": "2024-06-13T01-59-37.042342", | |
"start_time": 1718243977.7038252, | |
"end_time": 1718251722.3329742, | |
"total_evaluation_time_seconds": 7744.6291489601135, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "1a219935a01db03820ddabb2e29c199222a772e5", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 37569708032, | |
"model_num_parameters": 18516414464, | |
"model_is_loaded_in_4bit": null, | |
"model_is_loaded_in_8bit": null, | |
"model_is_quantized": null, | |
"model_device": "cuda:0", | |
"batch_size": 16, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "MaziyarPanahi/Topxtral-4x7B-v0.1", | |
"job_id": 797, | |
"model_id": "MaziyarPanahi/Topxtral-4x7B-v0.1_eval_request_False_bfloat16_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": "MixtralForCausalLM", | |
"submitted_time": "2024-06-10T09:33:40Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.6747743698094791, | |
"all_grouped_npm": 0.5191238709611985, | |
"all_grouped": { | |
"enem_challenge": 0.6431070678796361, | |
"bluex": 0.5479833101529903, | |
"oab_exams": 0.4145785876993166, | |
"assin2_rte": 0.9207507876328296, | |
"assin2_sts": 0.7759288997534963, | |
"faquad_nli": 0.7802301835247021, | |
"hatebr_offensive": 0.8072877590949881, | |
"portuguese_hate_speech": 0.697753184918286, | |
"tweetsentbr": 0.4853495476290667 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.6431070678796361, | |
"harness|bluex|bluex|None|3": 0.5479833101529903, | |
"harness|oab_exams|oab_exams|None|3": 0.4145785876993166, | |
"harness|assin2_rte|assin2_rte|None|15": 0.9207507876328296, | |
"harness|assin2_sts|assin2_sts|None|15": 0.7759288997534963, | |
"harness|faquad_nli|faquad_nli|None|15": 0.7802301835247021, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8072877590949881, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.697753184918286, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.4853495476290667 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.6431070678796361, | |
"acc,exam_id__2022": 0.6165413533834586, | |
"acc,exam_id__2016_2": 0.6178861788617886, | |
"acc,exam_id__2012": 0.6293103448275862, | |
"acc,exam_id__2023": 0.6444444444444445, | |
"acc,exam_id__2015": 0.6218487394957983, | |
"acc,exam_id__2017": 0.6637931034482759, | |
"acc,exam_id__2014": 0.6238532110091743, | |
"acc,exam_id__2016": 0.6115702479338843, | |
"acc,exam_id__2013": 0.6944444444444444, | |
"acc,exam_id__2010": 0.7094017094017094, | |
"acc,exam_id__2011": 0.6581196581196581, | |
"acc,exam_id__2009": 0.6347826086956522, | |
"main_score": 0.6431070678796361 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.5479833101529903, | |
"acc,exam_id__UNICAMP_2023": 0.6511627906976745, | |
"acc,exam_id__UNICAMP_2022": 0.6153846153846154, | |
"acc,exam_id__USP_2018": 0.4444444444444444, | |
"acc,exam_id__USP_2023": 0.5909090909090909, | |
"acc,exam_id__USP_2024": 0.7073170731707317, | |
"acc,exam_id__UNICAMP_2018": 0.5555555555555556, | |
"acc,exam_id__USP_2019": 0.425, | |
"acc,exam_id__UNICAMP_2021_2": 0.5490196078431373, | |
"acc,exam_id__UNICAMP_2024": 0.5333333333333333, | |
"acc,exam_id__UNICAMP_2019": 0.62, | |
"acc,exam_id__UNICAMP_2021_1": 0.5, | |
"acc,exam_id__USP_2021": 0.5, | |
"acc,exam_id__USP_2022": 0.46938775510204084, | |
"acc,exam_id__UNICAMP_2020": 0.5818181818181818, | |
"acc,exam_id__USP_2020": 0.5178571428571429, | |
"main_score": 0.5479833101529903 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.4145785876993166, | |
"acc,exam_id__2012-06a": 0.3875, | |
"acc,exam_id__2016-19": 0.44871794871794873, | |
"acc,exam_id__2014-14": 0.525, | |
"acc,exam_id__2014-15": 0.5, | |
"acc,exam_id__2011-04": 0.4125, | |
"acc,exam_id__2018-25": 0.4875, | |
"acc,exam_id__2014-13": 0.3, | |
"acc,exam_id__2010-02": 0.41, | |
"acc,exam_id__2012-07": 0.3625, | |
"acc,exam_id__2013-11": 0.4625, | |
"acc,exam_id__2015-17": 0.5, | |
"acc,exam_id__2011-05": 0.475, | |
"acc,exam_id__2011-03": 0.31313131313131315, | |
"acc,exam_id__2016-21": 0.375, | |
"acc,exam_id__2017-22": 0.5625, | |
"acc,exam_id__2016-20a": 0.3625, | |
"acc,exam_id__2012-09": 0.37662337662337664, | |
"acc,exam_id__2016-20": 0.3875, | |
"acc,exam_id__2015-16": 0.3375, | |
"acc,exam_id__2017-23": 0.4375, | |
"acc,exam_id__2013-10": 0.375, | |
"acc,exam_id__2013-12": 0.4625, | |
"acc,exam_id__2010-01": 0.36470588235294116, | |
"acc,exam_id__2015-18": 0.3875, | |
"acc,exam_id__2017-24": 0.3375, | |
"acc,exam_id__2012-08": 0.4125, | |
"acc,exam_id__2012-06": 0.4625, | |
"main_score": 0.4145785876993166 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.9207507876328296, | |
"acc,all": 0.920751633986928, | |
"main_score": 0.9207507876328296 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.7759288997534963, | |
"mse,all": 0.434399676879085, | |
"main_score": 0.7759288997534963 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.7802301835247021, | |
"acc,all": 0.8461538461538461, | |
"main_score": 0.7802301835247021 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.8072877590949881, | |
"acc,all": 0.8128571428571428, | |
"main_score": 0.8072877590949881 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.697753184918286, | |
"acc,all": 0.7567567567567568, | |
"main_score": 0.697753184918286 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.4853495476290667, | |
"acc,all": 0.7009950248756219, | |
"main_score": 0.4853495476290667 | |
} | |
}, | |
"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": 1, | |
"non_truncated": 1428, | |
"padded": 0, | |
"non_padded": 1429, | |
"fewshots_truncated": 1, | |
"mean_seq_length": 1620.039188243527, | |
"min_seq_length": 1354, | |
"max_seq_length": 2618, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.9993002099370187 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 0, | |
"non_truncated": 719, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1719.9262865090404, | |
"min_seq_length": 1343, | |
"max_seq_length": 2520, | |
"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": 1365.764464692483, | |
"min_seq_length": 1099, | |
"max_seq_length": 1868, | |
"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": 1369.7455065359477, | |
"min_seq_length": 1346, | |
"max_seq_length": 1436, | |
"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": 1593.7455065359477, | |
"min_seq_length": 1570, | |
"max_seq_length": 1660, | |
"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": 1594.9876923076922, | |
"min_seq_length": 1539, | |
"max_seq_length": 1715, | |
"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": 1305.3878571428572, | |
"min_seq_length": 1282, | |
"max_seq_length": 1556, | |
"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": 1806.3360752056403, | |
"min_seq_length": 1771, | |
"max_seq_length": 1845, | |
"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": 1552.2492537313433, | |
"min_seq_length": 1531, | |
"max_seq_length": 1647, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 1, | |
"non_truncated": 14149, | |
"padded": 0, | |
"non_padded": 14150, | |
"fewshots_truncated": 1 | |
} | |
} |