llm_pt_leaderboard_results
/
adalbertojunior
/Llama-3-8B-Instruct-Portuguese-v0.2-fft
/results_2024-04-22T23-44-45.695403.json
{ | |
"config_general": { | |
"start_date": "2024-04-22T23-44-45.695403", | |
"start_time": 1713829490.7626321, | |
"end_time": 1713846588.4562626, | |
"total_evaluation_time_seconds": 17097.693630456924, | |
"has_chat_template": true, | |
"chat_type": "system_user_assistant", | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "1e2a20d79f4abba66c7c17ce12a743a8e1523701", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 16194781184, | |
"model_num_parameters": 8030277632, | |
"model_is_loaded_in_4bit": null, | |
"model_is_loaded_in_8bit": null, | |
"model_is_quantized": null, | |
"model_device": "cuda:0", | |
"batch_size": 8, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "adalbertojunior/Llama-3-8B-Instruct-Portuguese-v0.2-fft", | |
"job_id": 533, | |
"model_id": "adalbertojunior/Llama-3-8B-Instruct-Portuguese-v0.2-fft_eval_request_False_bfloat16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
"model_architectures": "LlamaForCausalLM", | |
"submitted_time": "2024-04-22T21:41:52Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.6598420783425185, | |
"all_grouped_npm": 0.4942941876682124, | |
"all_grouped": { | |
"enem_challenge": 0.5969209237228832, | |
"bluex": 0.44367176634214184, | |
"oab_exams": 0.3908883826879271, | |
"assin2_rte": 0.9154394690903739, | |
"assin2_sts": 0.7789241548512724, | |
"faquad_nli": 0.6851214766037457, | |
"hatebr_offensive": 0.822700856945858, | |
"portuguese_hate_speech": 0.6300913098589969, | |
"tweetsentbr": 0.6748203649794665 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.5969209237228832, | |
"harness|bluex|bluex|None|3": 0.44367176634214184, | |
"harness|oab_exams|oab_exams|None|3": 0.3908883826879271, | |
"harness|assin2_rte|assin2_rte|None|15": 0.9154394690903739, | |
"harness|assin2_sts|assin2_sts|None|15": 0.7789241548512724, | |
"harness|faquad_nli|faquad_nli|None|15": 0.6851214766037457, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.822700856945858, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6300913098589969, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.6748203649794665 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.5969209237228832, | |
"acc,exam_id__2016": 0.5537190082644629, | |
"acc,exam_id__2022": 0.5939849624060151, | |
"acc,exam_id__2023": 0.6074074074074074, | |
"acc,exam_id__2009": 0.6173913043478261, | |
"acc,exam_id__2012": 0.6120689655172413, | |
"acc,exam_id__2016_2": 0.5447154471544715, | |
"acc,exam_id__2010": 0.5555555555555556, | |
"acc,exam_id__2013": 0.6296296296296297, | |
"acc,exam_id__2011": 0.6752136752136753, | |
"acc,exam_id__2014": 0.6055045871559633, | |
"acc,exam_id__2017": 0.5689655172413793, | |
"acc,exam_id__2015": 0.6050420168067226, | |
"main_score": 0.5969209237228832 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.44367176634214184, | |
"acc,exam_id__UNICAMP_2022": 0.41025641025641024, | |
"acc,exam_id__UNICAMP_2021_1": 0.41304347826086957, | |
"acc,exam_id__USP_2019": 0.4, | |
"acc,exam_id__UNICAMP_2020": 0.45454545454545453, | |
"acc,exam_id__USP_2018": 0.46296296296296297, | |
"acc,exam_id__UNICAMP_2021_2": 0.39215686274509803, | |
"acc,exam_id__UNICAMP_2023": 0.5581395348837209, | |
"acc,exam_id__USP_2020": 0.3392857142857143, | |
"acc,exam_id__UNICAMP_2024": 0.5333333333333333, | |
"acc,exam_id__USP_2021": 0.4423076923076923, | |
"acc,exam_id__USP_2023": 0.4090909090909091, | |
"acc,exam_id__UNICAMP_2018": 0.4074074074074074, | |
"acc,exam_id__USP_2022": 0.3673469387755102, | |
"acc,exam_id__USP_2024": 0.5365853658536586, | |
"acc,exam_id__UNICAMP_2019": 0.56, | |
"main_score": 0.44367176634214184 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.3908883826879271, | |
"acc,exam_id__2015-16": 0.4, | |
"acc,exam_id__2015-18": 0.325, | |
"acc,exam_id__2016-20": 0.4125, | |
"acc,exam_id__2015-17": 0.44871794871794873, | |
"acc,exam_id__2013-10": 0.325, | |
"acc,exam_id__2011-03": 0.2727272727272727, | |
"acc,exam_id__2016-21": 0.325, | |
"acc,exam_id__2012-06": 0.4375, | |
"acc,exam_id__2011-04": 0.3, | |
"acc,exam_id__2013-11": 0.425, | |
"acc,exam_id__2016-19": 0.3717948717948718, | |
"acc,exam_id__2017-24": 0.3625, | |
"acc,exam_id__2017-23": 0.375, | |
"acc,exam_id__2017-22": 0.5, | |
"acc,exam_id__2012-06a": 0.35, | |
"acc,exam_id__2010-02": 0.39, | |
"acc,exam_id__2013-12": 0.5125, | |
"acc,exam_id__2014-15": 0.5641025641025641, | |
"acc,exam_id__2012-08": 0.4, | |
"acc,exam_id__2012-09": 0.35064935064935066, | |
"acc,exam_id__2016-20a": 0.4, | |
"acc,exam_id__2014-13": 0.3625, | |
"acc,exam_id__2018-25": 0.4375, | |
"acc,exam_id__2014-14": 0.475, | |
"acc,exam_id__2010-01": 0.3176470588235294, | |
"acc,exam_id__2011-05": 0.4125, | |
"acc,exam_id__2012-07": 0.3375, | |
"main_score": 0.3908883826879271 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.9154394690903739, | |
"acc,all": 0.9154411764705882, | |
"main_score": 0.9154394690903739 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.7789241548512724, | |
"mse,all": 0.46562898856209145, | |
"main_score": 0.7789241548512724 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.6851214766037457, | |
"acc,all": 0.7276923076923076, | |
"main_score": 0.6851214766037457 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.822700856945858, | |
"acc,all": 0.8264285714285714, | |
"main_score": 0.822700856945858 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.6300913098589969, | |
"acc,all": 0.63572267920094, | |
"main_score": 0.6300913098589969 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.6748203649794665, | |
"acc,all": 0.7079601990049751, | |
"main_score": 0.6748203649794665 | |
} | |
}, | |
"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": 1410.3547935619315, | |
"min_seq_length": 1185, | |
"max_seq_length": 2338, | |
"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": 1482.7719054242002, | |
"min_seq_length": 1163, | |
"max_seq_length": 2132, | |
"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": 1218.3772209567198, | |
"min_seq_length": 986, | |
"max_seq_length": 1652, | |
"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": 1316.5322712418301, | |
"min_seq_length": 1297, | |
"max_seq_length": 1380, | |
"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": 1507.5322712418301, | |
"min_seq_length": 1488, | |
"max_seq_length": 1571, | |
"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": 1445.8215384615385, | |
"min_seq_length": 1400, | |
"max_seq_length": 1542, | |
"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": 1277.3878571428572, | |
"min_seq_length": 1257, | |
"max_seq_length": 1496, | |
"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": 1674.4195064629848, | |
"min_seq_length": 1644, | |
"max_seq_length": 1706, | |
"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": 1535.1537313432837, | |
"min_seq_length": 1518, | |
"max_seq_length": 1583, | |
"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 | |
} | |
} |