llm_pt_leaderboard_results
/
nicholasKluge
/TeenyTinyLlama-460m
/results_2024-02-25T09-02-16.447511.json
{ | |
"config_general": { | |
"start_date": "2024-02-25T09-02-16.447511", | |
"start_time": 1708851737.3495529, | |
"end_time": 1708854300.1936424, | |
"total_evaluation_time_seconds": 2562.8440895080566, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "d50ead046069983a1779a2f7fc6e70d182bafb3b", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 970036224, | |
"model_num_parameters": 468239360, | |
"model_is_loaded_in_4bit": null, | |
"model_is_loaded_in_8bit": null, | |
"model_is_quantized": null, | |
"model_device": "cuda:0", | |
"batch_size": 64, | |
"max_length": 2048, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"model_name": "nicholasKluge/TeenyTinyLlama-460m", | |
"job_id": 253, | |
"model_id": "nicholasKluge/TeenyTinyLlama-460m_eval_request_False_bfloat16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "🟢 : pretrained", | |
"model_architectures": "LlamaForCausalLM", | |
"submitted_time": "2024-02-22T09:04:37Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.2886364424366584, | |
"all_grouped_npm": -0.08332147197226997, | |
"all_grouped": { | |
"enem_challenge": 0.20153953813855843, | |
"bluex": 0.2573018080667594, | |
"oab_exams": 0.27015945330296126, | |
"assin2_rte": 0.5360816542791849, | |
"assin2_sts": 0.13004763756618948, | |
"faquad_nli": 0.4640538365450605, | |
"hatebr_offensive": 0.3358561762664816, | |
"portuguese_hate_speech": 0.22986425339366515, | |
"tweetsentbr": 0.17282362437106502 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.20153953813855843, | |
"harness|bluex|bluex|None|3": 0.2573018080667594, | |
"harness|oab_exams|oab_exams|None|3": 0.27015945330296126, | |
"harness|assin2_rte|assin2_rte|None|15": 0.5360816542791849, | |
"harness|assin2_sts|assin2_sts|None|15": 0.13004763756618948, | |
"harness|faquad_nli|faquad_nli|None|15": 0.4640538365450605, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.3358561762664816, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.22986425339366515, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.17282362437106502 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.20153953813855843, | |
"acc,exam_id__2013": 0.16666666666666666, | |
"acc,exam_id__2016_2": 0.16260162601626016, | |
"acc,exam_id__2016": 0.18181818181818182, | |
"acc,exam_id__2011": 0.17094017094017094, | |
"acc,exam_id__2017": 0.19827586206896552, | |
"acc,exam_id__2023": 0.23703703703703705, | |
"acc,exam_id__2014": 0.27522935779816515, | |
"acc,exam_id__2012": 0.1724137931034483, | |
"acc,exam_id__2009": 0.26956521739130435, | |
"acc,exam_id__2015": 0.2184873949579832, | |
"acc,exam_id__2022": 0.18045112781954886, | |
"acc,exam_id__2010": 0.18803418803418803, | |
"main_score": 0.20153953813855843 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.2573018080667594, | |
"acc,exam_id__USP_2019": 0.225, | |
"acc,exam_id__USP_2022": 0.24489795918367346, | |
"acc,exam_id__USP_2023": 0.29545454545454547, | |
"acc,exam_id__UNICAMP_2018": 0.2222222222222222, | |
"acc,exam_id__UNICAMP_2019": 0.26, | |
"acc,exam_id__USP_2020": 0.25, | |
"acc,exam_id__UNICAMP_2020": 0.2909090909090909, | |
"acc,exam_id__UNICAMP_2023": 0.2558139534883721, | |
"acc,exam_id__USP_2021": 0.19230769230769232, | |
"acc,exam_id__UNICAMP_2022": 0.3076923076923077, | |
"acc,exam_id__UNICAMP_2024": 0.37777777777777777, | |
"acc,exam_id__USP_2018": 0.2037037037037037, | |
"acc,exam_id__UNICAMP_2021_2": 0.27450980392156865, | |
"acc,exam_id__UNICAMP_2021_1": 0.30434782608695654, | |
"acc,exam_id__USP_2024": 0.17073170731707318, | |
"main_score": 0.2573018080667594 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.27015945330296126, | |
"acc,exam_id__2016-20a": 0.25, | |
"acc,exam_id__2012-06": 0.2375, | |
"acc,exam_id__2015-18": 0.2, | |
"acc,exam_id__2014-14": 0.3125, | |
"acc,exam_id__2012-07": 0.325, | |
"acc,exam_id__2015-16": 0.2125, | |
"acc,exam_id__2011-05": 0.25, | |
"acc,exam_id__2012-06a": 0.25, | |
"acc,exam_id__2017-23": 0.25, | |
"acc,exam_id__2016-19": 0.24358974358974358, | |
"acc,exam_id__2017-24": 0.275, | |
"acc,exam_id__2016-20": 0.2375, | |
"acc,exam_id__2017-22": 0.25, | |
"acc,exam_id__2013-12": 0.2875, | |
"acc,exam_id__2010-02": 0.25, | |
"acc,exam_id__2011-03": 0.25252525252525254, | |
"acc,exam_id__2012-08": 0.325, | |
"acc,exam_id__2013-10": 0.3125, | |
"acc,exam_id__2016-21": 0.3125, | |
"acc,exam_id__2014-15": 0.34615384615384615, | |
"acc,exam_id__2018-25": 0.2875, | |
"acc,exam_id__2014-13": 0.25, | |
"acc,exam_id__2010-01": 0.23529411764705882, | |
"acc,exam_id__2015-17": 0.24358974358974358, | |
"acc,exam_id__2013-11": 0.3375, | |
"acc,exam_id__2011-04": 0.2625, | |
"acc,exam_id__2012-09": 0.3116883116883117, | |
"main_score": 0.27015945330296126 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.5360816542791849, | |
"acc,all": 0.6058006535947712, | |
"main_score": 0.5360816542791849 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.13004763756618948, | |
"mse,all": 1.717753267973856, | |
"main_score": 0.13004763756618948 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.4640538365450605, | |
"acc,all": 0.7430769230769231, | |
"main_score": 0.4640538365450605 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.3358561762664816, | |
"acc,all": 0.5, | |
"main_score": 0.3358561762664816 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.22986425339366515, | |
"acc,all": 0.2984723854289072, | |
"main_score": 0.22986425339366515 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.17282362437106502, | |
"acc,all": 0.29850746268656714, | |
"main_score": 0.17282362437106502 | |
} | |
}, | |
"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": 4, | |
"mean_seq_length": 1008.4177746675997, | |
"min_seq_length": 830, | |
"max_seq_length": 2485, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.9972008397480754 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 0, | |
"non_truncated": 719, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1171.817802503477, | |
"min_seq_length": 905, | |
"max_seq_length": 1802, | |
"max_ctx_length": 2016, | |
"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": 833.024145785877, | |
"min_seq_length": 660, | |
"max_seq_length": 1109, | |
"max_ctx_length": 2016, | |
"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": 925.4232026143791, | |
"min_seq_length": 910, | |
"max_seq_length": 964, | |
"max_ctx_length": 2016, | |
"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": 966.4232026143791, | |
"min_seq_length": 951, | |
"max_seq_length": 1005, | |
"max_ctx_length": 2016, | |
"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": 969.1338461538462, | |
"min_seq_length": 937, | |
"max_seq_length": 1035, | |
"max_ctx_length": 2016, | |
"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": 868.4407142857143, | |
"min_seq_length": 853, | |
"max_seq_length": 1062, | |
"max_ctx_length": 2016, | |
"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": 1220.021151586369, | |
"min_seq_length": 1193, | |
"max_seq_length": 1256, | |
"max_ctx_length": 2016, | |
"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": 1155.4194029850746, | |
"min_seq_length": 1138, | |
"max_seq_length": 1212, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 2, | |
"non_truncated": 14148, | |
"padded": 0, | |
"non_padded": 14150, | |
"fewshots_truncated": 4 | |
} | |
} |