{ "config_general": { "start_date": "2024-02-17T10-33-05.152124", "start_time": 1708165985.7957125, "end_time": 1708169494.002609, "total_evaluation_time_seconds": 3508.206896543503, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "bce5d60d3b0c68318862270ec4e794d83308d80a", "model_dtype": "float16", "model_memory_footprint": 6874251600, "model_num_parameters": 3426473600, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 32, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "openlm-research/open_llama_3b_v2", "job_id": 236, "model_id": "openlm-research/open_llama_3b_v2_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-02-11T13:34:18Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.3064320183092692, "all_grouped_npm": -0.05598303797306345, "all_grouped": { "enem_challenge": 0.18824352694191743, "bluex": 0.22948539638386647, "oab_exams": 0.26469248291571756, "assin2_rte": 0.33424046164366045, "assin2_sts": 0.06301379230313081, "faquad_nli": 0.4386873920552677, "hatebr_offensive": 0.33459895328341466, "portuguese_hate_speech": 0.4114799446749654, "tweetsentbr": 0.4934462145814824 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.18824352694191743, "harness|bluex|bluex|None|3": 0.22948539638386647, "harness|oab_exams|oab_exams|None|3": 0.26469248291571756, "harness|assin2_rte|assin2_rte|None|15": 0.33424046164366045, "harness|assin2_sts|assin2_sts|None|15": 0.06301379230313081, "harness|faquad_nli|faquad_nli|None|15": 0.4386873920552677, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.33459895328341466, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.4114799446749654, "harness|tweetsentbr|tweetsentbr|None|25": 0.4934462145814824 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.18824352694191743, "acc,exam_id__2023": 0.16296296296296298, "acc,exam_id__2010": 0.15384615384615385, "acc,exam_id__2016_2": 0.17886178861788618, "acc,exam_id__2011": 0.1794871794871795, "acc,exam_id__2022": 0.18796992481203006, "acc,exam_id__2015": 0.21008403361344538, "acc,exam_id__2013": 0.17592592592592593, "acc,exam_id__2014": 0.1559633027522936, "acc,exam_id__2009": 0.22608695652173913, "acc,exam_id__2016": 0.17355371900826447, "acc,exam_id__2012": 0.2672413793103448, "acc,exam_id__2017": 0.1896551724137931, "main_score": 0.18824352694191743 }, "harness|bluex|bluex|None|3": { "acc,all": 0.22948539638386647, "acc,exam_id__UNICAMP_2020": 0.2909090909090909, "acc,exam_id__UNICAMP_2021_2": 0.35294117647058826, "acc,exam_id__USP_2018": 0.1111111111111111, "acc,exam_id__UNICAMP_2023": 0.27906976744186046, "acc,exam_id__USP_2024": 0.14634146341463414, "acc,exam_id__UNICAMP_2021_1": 0.17391304347826086, "acc,exam_id__USP_2020": 0.16071428571428573, "acc,exam_id__USP_2019": 0.175, "acc,exam_id__USP_2023": 0.13636363636363635, "acc,exam_id__UNICAMP_2019": 0.32, "acc,exam_id__USP_2022": 0.16326530612244897, "acc,exam_id__UNICAMP_2024": 0.28888888888888886, "acc,exam_id__USP_2021": 0.23076923076923078, "acc,exam_id__UNICAMP_2022": 0.2564102564102564, "acc,exam_id__UNICAMP_2018": 0.3333333333333333, "main_score": 0.22948539638386647 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.26469248291571756, "acc,exam_id__2016-20": 0.2375, "acc,exam_id__2015-17": 0.2564102564102564, "acc,exam_id__2014-13": 0.25, "acc,exam_id__2018-25": 0.25, "acc,exam_id__2017-22": 0.25, "acc,exam_id__2014-14": 0.3, "acc,exam_id__2013-11": 0.325, "acc,exam_id__2015-18": 0.2125, "acc,exam_id__2011-05": 0.25, "acc,exam_id__2012-08": 0.3375, "acc,exam_id__2012-06a": 0.25, "acc,exam_id__2017-24": 0.25, "acc,exam_id__2012-07": 0.3625, "acc,exam_id__2016-20a": 0.225, "acc,exam_id__2016-21": 0.2875, "acc,exam_id__2016-19": 0.2692307692307692, "acc,exam_id__2010-01": 0.2235294117647059, "acc,exam_id__2011-04": 0.25, "acc,exam_id__2012-06": 0.2625, "acc,exam_id__2017-23": 0.2125, "acc,exam_id__2012-09": 0.2857142857142857, "acc,exam_id__2013-12": 0.3, "acc,exam_id__2013-10": 0.3, "acc,exam_id__2011-03": 0.24242424242424243, "acc,exam_id__2015-16": 0.2375, "acc,exam_id__2010-02": 0.23, "acc,exam_id__2014-15": 0.3076923076923077, "main_score": 0.26469248291571756 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.33424046164366045, "acc,all": 0.5004084967320261, "main_score": 0.33424046164366045 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.06301379230313081, "mse,all": 2.150040849673203, "main_score": 0.06301379230313081 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.4386873920552677, "acc,all": 0.7815384615384615, "main_score": 0.4386873920552677 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.33459895328341466, "acc,all": 0.5, "main_score": 0.33459895328341466 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.4114799446749654, "acc,all": 0.699177438307873, "main_score": 0.4114799446749654 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.4934462145814824, "acc,all": 0.5701492537313433, "main_score": 0.4934462145814824 } }, "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": 93, "non_truncated": 1336, "padded": 0, "non_padded": 1429, "fewshots_truncated": 96, "mean_seq_length": 1734.5661301609516, "min_seq_length": 1445, "max_seq_length": 2738, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9328201539538137 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 174, "non_truncated": 545, "padded": 0, "non_padded": 719, "fewshots_truncated": 238, "mean_seq_length": 1857.9638386648123, "min_seq_length": 1452, "max_seq_length": 2731, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.6689847009735743 }, "harness|oab_exams|oab_exams|None|3": { "sample_size": 2195, "truncated": 1, "non_truncated": 2194, "padded": 0, "non_padded": 2195, "fewshots_truncated": 1, "mean_seq_length": 1498.7662870159454, "min_seq_length": 1203, "max_seq_length": 2044, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9995444191343963 }, "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": 1470.575163398693, "min_seq_length": 1446, "max_seq_length": 1544, "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": 1674.575163398693, "min_seq_length": 1650, "max_seq_length": 1748, "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": 1688.2215384615386, "min_seq_length": 1627, "max_seq_length": 1817, "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": 1341.8792857142857, "min_seq_length": 1317, "max_seq_length": 1618, "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": 1881.3595769682727, "min_seq_length": 1844, "max_seq_length": 1916, "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": 1613.6587064676617, "min_seq_length": 1592, "max_seq_length": 1708, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 268, "non_truncated": 13882, "padded": 0, "non_padded": 14150, "fewshots_truncated": 335 } }