llm_pt_leaderboard_raw_results
/
recogna-nlp
/gembode-2b-base-ultraalpaca-qlora
/results_2024-04-23T17-54-18.241577.json
{ | |
"config_general": { | |
"start_date": "2024-04-23T17-54-18.241577", | |
"start_time": 1713894859.1209083, | |
"end_time": 1713901978.9486458, | |
"total_evaluation_time_seconds": 7119.827737569809, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "2ac59a5d7bf4e1425010f0d457dde7d146658953", | |
"model_dtype": "float16", | |
"model_memory_footprint": 5169238016, | |
"model_num_parameters": 2584619008, | |
"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": "recogna-nlp/gembode-2b-base-ultraalpaca-qlora", | |
"job_id": 537, | |
"model_id": "recogna-nlp/gembode-2b-base-ultraalpaca-qlora_eval_request_False_float16_Adapter", | |
"model_base_model": "google/gemma-2b", | |
"model_weight_type": "Adapter", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
"model_architectures": "?", | |
"submitted_time": "2024-04-23T14:43:38Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.32298277763890787, | |
"all_grouped_npm": -0.006625709704621612, | |
"all_grouped": { | |
"enem_challenge": 0.24142757172848145, | |
"bluex": 0.20305980528511822, | |
"oab_exams": 0.2555808656036446, | |
"assin2_rte": 0.6974955097348947, | |
"assin2_sts": 0.04162669962154587, | |
"faquad_nli": 0.5262883914627798, | |
"hatebr_offensive": 0.3333333333333333, | |
"portuguese_hate_speech": 0.4164993156903397, | |
"tweetsentbr": 0.19153350629003316 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.24142757172848145, | |
"harness|bluex|bluex|None|3": 0.20305980528511822, | |
"harness|oab_exams|oab_exams|None|3": 0.2555808656036446, | |
"harness|assin2_rte|assin2_rte|None|15": 0.6974955097348947, | |
"harness|assin2_sts|assin2_sts|None|15": 0.04162669962154587, | |
"harness|faquad_nli|faquad_nli|None|15": 0.5262883914627798, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.3333333333333333, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.4164993156903397, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.19153350629003316 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.24142757172848145, | |
"acc,exam_id__2017": 0.21551724137931033, | |
"acc,exam_id__2012": 0.21551724137931033, | |
"acc,exam_id__2014": 0.3302752293577982, | |
"acc,exam_id__2015": 0.23529411764705882, | |
"acc,exam_id__2009": 0.20869565217391303, | |
"acc,exam_id__2016_2": 0.2682926829268293, | |
"acc,exam_id__2023": 0.2814814814814815, | |
"acc,exam_id__2010": 0.19658119658119658, | |
"acc,exam_id__2016": 0.19834710743801653, | |
"acc,exam_id__2022": 0.2631578947368421, | |
"acc,exam_id__2013": 0.2037037037037037, | |
"acc,exam_id__2011": 0.27350427350427353, | |
"main_score": 0.24142757172848145 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.20305980528511822, | |
"acc,exam_id__USP_2018": 0.12962962962962962, | |
"acc,exam_id__UNICAMP_2023": 0.3023255813953488, | |
"acc,exam_id__UNICAMP_2024": 0.17777777777777778, | |
"acc,exam_id__USP_2020": 0.19642857142857142, | |
"acc,exam_id__UNICAMP_2018": 0.2037037037037037, | |
"acc,exam_id__USP_2024": 0.12195121951219512, | |
"acc,exam_id__UNICAMP_2019": 0.18, | |
"acc,exam_id__USP_2021": 0.19230769230769232, | |
"acc,exam_id__UNICAMP_2022": 0.3076923076923077, | |
"acc,exam_id__UNICAMP_2020": 0.21818181818181817, | |
"acc,exam_id__USP_2022": 0.20408163265306123, | |
"acc,exam_id__UNICAMP_2021_1": 0.30434782608695654, | |
"acc,exam_id__USP_2019": 0.25, | |
"acc,exam_id__UNICAMP_2021_2": 0.17647058823529413, | |
"acc,exam_id__USP_2023": 0.11363636363636363, | |
"main_score": 0.20305980528511822 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.2555808656036446, | |
"acc,exam_id__2012-07": 0.1625, | |
"acc,exam_id__2016-20": 0.3, | |
"acc,exam_id__2011-05": 0.275, | |
"acc,exam_id__2014-13": 0.2625, | |
"acc,exam_id__2014-14": 0.2625, | |
"acc,exam_id__2017-24": 0.2375, | |
"acc,exam_id__2016-19": 0.24358974358974358, | |
"acc,exam_id__2012-09": 0.2857142857142857, | |
"acc,exam_id__2014-15": 0.23076923076923078, | |
"acc,exam_id__2017-23": 0.225, | |
"acc,exam_id__2011-04": 0.2625, | |
"acc,exam_id__2015-16": 0.275, | |
"acc,exam_id__2013-12": 0.15, | |
"acc,exam_id__2013-11": 0.2625, | |
"acc,exam_id__2012-06a": 0.25, | |
"acc,exam_id__2018-25": 0.325, | |
"acc,exam_id__2016-21": 0.2375, | |
"acc,exam_id__2015-17": 0.32051282051282054, | |
"acc,exam_id__2013-10": 0.2125, | |
"acc,exam_id__2011-03": 0.2727272727272727, | |
"acc,exam_id__2010-01": 0.27058823529411763, | |
"acc,exam_id__2015-18": 0.25, | |
"acc,exam_id__2012-06": 0.2375, | |
"acc,exam_id__2010-02": 0.26, | |
"acc,exam_id__2012-08": 0.25, | |
"acc,exam_id__2017-22": 0.275, | |
"acc,exam_id__2016-20a": 0.3, | |
"main_score": 0.2555808656036446 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.6974955097348947, | |
"acc,all": 0.7189542483660131, | |
"main_score": 0.6974955097348947 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.04162669962154587, | |
"mse,all": 1.8775531045751634, | |
"main_score": 0.04162669962154587 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.5262883914627798, | |
"acc,all": 0.7846153846153846, | |
"main_score": 0.5262883914627798 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.3333333333333333, | |
"acc,all": 0.5, | |
"main_score": 0.3333333333333333 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.4164993156903397, | |
"acc,all": 0.7027027027027027, | |
"main_score": 0.4164993156903397 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.19153350629003316, | |
"acc,all": 0.28507462686567164, | |
"main_score": 0.19153350629003316 | |
} | |
}, | |
"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": 1215.8278516445066, | |
"min_seq_length": 1019, | |
"max_seq_length": 2062, | |
"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": 1373.4464534075105, | |
"min_seq_length": 1080, | |
"max_seq_length": 1993, | |
"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": 987.4004555808656, | |
"min_seq_length": 791, | |
"max_seq_length": 1322, | |
"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": 1008.8839869281046, | |
"min_seq_length": 994, | |
"max_seq_length": 1051, | |
"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": 1217.8839869281046, | |
"min_seq_length": 1203, | |
"max_seq_length": 1260, | |
"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": 1094.1338461538462, | |
"min_seq_length": 1056, | |
"max_seq_length": 1167, | |
"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": 896.505, | |
"min_seq_length": 881, | |
"max_seq_length": 1085, | |
"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": 1272.13866039953, | |
"min_seq_length": 1244, | |
"max_seq_length": 1303, | |
"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": 1101.9791044776118, | |
"min_seq_length": 1087, | |
"max_seq_length": 1144, | |
"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 | |
} | |
} |