llm_pt_leaderboard_results
/
Weni
/WeniGPT-Mistral-7B-instructBase-4bit
/results_2024-04-14T01-06-41.169623.json
{ | |
"config_general": { | |
"start_date": "2024-04-14T01-06-41.169623", | |
"start_time": 1713056801.7571127, | |
"end_time": 1713074597.2862103, | |
"total_evaluation_time_seconds": 17795.529097557068, | |
"has_chat_template": true, | |
"chat_type": "user_assistant", | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "0fad0e1fe07cca0b4e6d7d31cfe411725dee49f8", | |
"model_dtype": "float16", | |
"model_memory_footprint": 15074869248, | |
"model_num_parameters": 7268995072, | |
"model_is_loaded_in_4bit": null, | |
"model_is_loaded_in_8bit": null, | |
"model_is_quantized": null, | |
"model_device": "cuda:2", | |
"batch_size": 8, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "Weni/WeniGPT-Mistral-7B-instructBase-4bit", | |
"job_id": 449, | |
"model_id": "Weni/WeniGPT-Mistral-7B-instructBase-4bit_eval_request_False_float16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
"model_architectures": "MistralForCausalLM", | |
"submitted_time": "2024-04-09T02:49:40Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.42144494295041063, | |
"all_grouped_npm": 0.11442639256572346, | |
"all_grouped": { | |
"enem_challenge": 0.2918124562631211, | |
"bluex": 0.24478442280945759, | |
"oab_exams": 0.2979498861047836, | |
"assin2_rte": 0.7465864435011207, | |
"assin2_sts": 0.5521492658011754, | |
"faquad_nli": 0.21574526524224713, | |
"hatebr_offensive": 0.4601938431322317, | |
"portuguese_hate_speech": 0.5682103706200091, | |
"tweetsentbr": 0.4155725330795492 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.2918124562631211, | |
"harness|bluex|bluex|None|3": 0.24478442280945759, | |
"harness|oab_exams|oab_exams|None|3": 0.2979498861047836, | |
"harness|assin2_rte|assin2_rte|None|15": 0.7465864435011207, | |
"harness|assin2_sts|assin2_sts|None|15": 0.5521492658011754, | |
"harness|faquad_nli|faquad_nli|None|15": 0.21574526524224713, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.4601938431322317, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5682103706200091, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.4155725330795492 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.2918124562631211, | |
"acc,exam_id__2011": 0.2564102564102564, | |
"acc,exam_id__2015": 0.31932773109243695, | |
"acc,exam_id__2017": 0.27586206896551724, | |
"acc,exam_id__2023": 0.26666666666666666, | |
"acc,exam_id__2016_2": 0.2764227642276423, | |
"acc,exam_id__2022": 0.3082706766917293, | |
"acc,exam_id__2009": 0.30434782608695654, | |
"acc,exam_id__2010": 0.358974358974359, | |
"acc,exam_id__2016": 0.2809917355371901, | |
"acc,exam_id__2014": 0.26605504587155965, | |
"acc,exam_id__2012": 0.29310344827586204, | |
"acc,exam_id__2013": 0.2962962962962963, | |
"main_score": 0.2918124562631211 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.24478442280945759, | |
"acc,exam_id__USP_2018": 0.25925925925925924, | |
"acc,exam_id__USP_2019": 0.275, | |
"acc,exam_id__USP_2023": 0.20454545454545456, | |
"acc,exam_id__USP_2022": 0.20408163265306123, | |
"acc,exam_id__UNICAMP_2023": 0.13953488372093023, | |
"acc,exam_id__UNICAMP_2018": 0.2777777777777778, | |
"acc,exam_id__UNICAMP_2019": 0.24, | |
"acc,exam_id__UNICAMP_2024": 0.28888888888888886, | |
"acc,exam_id__UNICAMP_2021_1": 0.2391304347826087, | |
"acc,exam_id__UNICAMP_2021_2": 0.27450980392156865, | |
"acc,exam_id__USP_2020": 0.32142857142857145, | |
"acc,exam_id__UNICAMP_2022": 0.3076923076923077, | |
"acc,exam_id__UNICAMP_2020": 0.2, | |
"acc,exam_id__USP_2024": 0.2926829268292683, | |
"acc,exam_id__USP_2021": 0.15384615384615385, | |
"main_score": 0.24478442280945759 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.2979498861047836, | |
"acc,exam_id__2013-11": 0.3625, | |
"acc,exam_id__2016-19": 0.21794871794871795, | |
"acc,exam_id__2016-20a": 0.25, | |
"acc,exam_id__2011-03": 0.3333333333333333, | |
"acc,exam_id__2016-20": 0.3375, | |
"acc,exam_id__2018-25": 0.2875, | |
"acc,exam_id__2015-17": 0.38461538461538464, | |
"acc,exam_id__2017-24": 0.275, | |
"acc,exam_id__2012-06a": 0.3625, | |
"acc,exam_id__2013-10": 0.35, | |
"acc,exam_id__2013-12": 0.325, | |
"acc,exam_id__2012-06": 0.3375, | |
"acc,exam_id__2014-15": 0.21794871794871795, | |
"acc,exam_id__2017-22": 0.325, | |
"acc,exam_id__2011-04": 0.2875, | |
"acc,exam_id__2016-21": 0.25, | |
"acc,exam_id__2012-07": 0.25, | |
"acc,exam_id__2012-08": 0.3, | |
"acc,exam_id__2015-18": 0.225, | |
"acc,exam_id__2015-16": 0.3125, | |
"acc,exam_id__2012-09": 0.23376623376623376, | |
"acc,exam_id__2010-01": 0.32941176470588235, | |
"acc,exam_id__2011-05": 0.3625, | |
"acc,exam_id__2010-02": 0.29, | |
"acc,exam_id__2014-14": 0.175, | |
"acc,exam_id__2017-23": 0.275, | |
"acc,exam_id__2014-13": 0.375, | |
"main_score": 0.2979498861047836 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.7465864435011207, | |
"acc,all": 0.7561274509803921, | |
"main_score": 0.7465864435011207 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.5521492658011754, | |
"mse,all": 1.1086478758169935, | |
"main_score": 0.5521492658011754 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.21574526524224713, | |
"acc,all": 0.3292307692307692, | |
"main_score": 0.21574526524224713 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.4601938431322317, | |
"acc,all": 0.7028571428571428, | |
"main_score": 0.4601938431322317 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.5682103706200091, | |
"acc,all": 0.681551116333725, | |
"main_score": 0.5682103706200091 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.4155725330795492, | |
"acc,all": 0.5830845771144278, | |
"main_score": 0.4155725330795492 | |
} | |
}, | |
"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": 1648.039188243527, | |
"min_seq_length": 1382, | |
"max_seq_length": 2646, | |
"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": 1747.9262865090404, | |
"min_seq_length": 1371, | |
"max_seq_length": 2548, | |
"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": 1393.764464692483, | |
"min_seq_length": 1127, | |
"max_seq_length": 1896, | |
"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": 1466.7455065359477, | |
"min_seq_length": 1443, | |
"max_seq_length": 1533, | |
"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": 1690.7455065359477, | |
"min_seq_length": 1667, | |
"max_seq_length": 1757, | |
"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": 1706.9876923076922, | |
"min_seq_length": 1651, | |
"max_seq_length": 1827, | |
"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": 1487.3878571428572, | |
"min_seq_length": 1464, | |
"max_seq_length": 1738, | |
"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": 1988.3360752056403, | |
"min_seq_length": 1953, | |
"max_seq_length": 2027, | |
"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": 1734.2492537313433, | |
"min_seq_length": 1713, | |
"max_seq_length": 1829, | |
"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 | |
} | |
} |