{ "config_general": { "start_date": "2024-06-13T03-15-43.142431", "start_time": 1718248543.9269292, "end_time": 1718279660.0319347, "total_evaluation_time_seconds": 31116.1050055027, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "ba96502c2b3d43cd6f416aa6dd12d820554167ba", "model_dtype": "bfloat16", "model_memory_footprint": 66098194432, "model_num_parameters": 32512218112, "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": "OpenBuddy/openbuddy-qwen1.5-32b-v21.2-32k", "job_id": 794, "model_id": "OpenBuddy/openbuddy-qwen1.5-32b-v21.2-32k_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "💬 : chat (RLHF, DPO, IFT, ...)", "model_architectures": "Qwen2ForCausalLM", "submitted_time": "2024-05-30T17:52:21Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.7444662338931516, "all_grouped_npm": 0.6195108964757851, "all_grouped": { "enem_challenge": 0.7501749475157453, "bluex": 0.6133518776077886, "oab_exams": 0.5143507972665148, "assin2_rte": 0.9221381866393468, "assin2_sts": 0.8036205393734592, "faquad_nli": 0.8168992136555427, "hatebr_offensive": 0.8860083727003879, "portuguese_hate_speech": 0.6598220108981507, "tweetsentbr": 0.7338301593814277 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.7501749475157453, "harness|bluex|bluex|None|3": 0.6133518776077886, "harness|oab_exams|oab_exams|None|3": 0.5143507972665148, "harness|assin2_rte|assin2_rte|None|15": 0.9221381866393468, "harness|assin2_sts|assin2_sts|None|15": 0.8036205393734592, "harness|faquad_nli|faquad_nli|None|15": 0.8168992136555427, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8860083727003879, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6598220108981507, "harness|tweetsentbr|tweetsentbr|None|25": 0.7338301593814277 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.7501749475157453, "acc,exam_id__2022": 0.6992481203007519, "acc,exam_id__2016": 0.7107438016528925, "acc,exam_id__2017": 0.75, "acc,exam_id__2023": 0.7777777777777778, "acc,exam_id__2011": 0.7948717948717948, "acc,exam_id__2015": 0.7058823529411765, "acc,exam_id__2012": 0.75, "acc,exam_id__2010": 0.7435897435897436, "acc,exam_id__2009": 0.808695652173913, "acc,exam_id__2013": 0.7407407407407407, "acc,exam_id__2016_2": 0.7642276422764228, "acc,exam_id__2014": 0.7614678899082569, "main_score": 0.7501749475157453 }, "harness|bluex|bluex|None|3": { "acc,all": 0.6133518776077886, "acc,exam_id__USP_2018": 0.5740740740740741, "acc,exam_id__USP_2024": 0.6585365853658537, "acc,exam_id__UNICAMP_2021_2": 0.5882352941176471, "acc,exam_id__UNICAMP_2022": 0.6666666666666666, "acc,exam_id__UNICAMP_2019": 0.66, "acc,exam_id__USP_2023": 0.7272727272727273, "acc,exam_id__UNICAMP_2021_1": 0.5869565217391305, "acc,exam_id__UNICAMP_2018": 0.5370370370370371, "acc,exam_id__USP_2020": 0.5357142857142857, "acc,exam_id__USP_2019": 0.675, "acc,exam_id__USP_2021": 0.7115384615384616, "acc,exam_id__USP_2022": 0.5102040816326531, "acc,exam_id__UNICAMP_2023": 0.6046511627906976, "acc,exam_id__UNICAMP_2024": 0.5777777777777777, "acc,exam_id__UNICAMP_2020": 0.6363636363636364, "main_score": 0.6133518776077886 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.5143507972665148, "acc,exam_id__2011-04": 0.45, "acc,exam_id__2016-19": 0.5128205128205128, "acc,exam_id__2017-24": 0.5125, "acc,exam_id__2011-03": 0.40404040404040403, "acc,exam_id__2018-25": 0.4375, "acc,exam_id__2013-12": 0.5875, "acc,exam_id__2016-21": 0.4375, "acc,exam_id__2015-16": 0.4875, "acc,exam_id__2010-02": 0.54, "acc,exam_id__2016-20": 0.5875, "acc,exam_id__2012-06": 0.5125, "acc,exam_id__2015-18": 0.5, "acc,exam_id__2014-14": 0.55, "acc,exam_id__2014-13": 0.5125, "acc,exam_id__2012-07": 0.4875, "acc,exam_id__2012-08": 0.5375, "acc,exam_id__2011-05": 0.575, "acc,exam_id__2013-10": 0.5375, "acc,exam_id__2010-01": 0.4, "acc,exam_id__2012-09": 0.45454545454545453, "acc,exam_id__2015-17": 0.6666666666666666, "acc,exam_id__2016-20a": 0.4375, "acc,exam_id__2017-22": 0.575, "acc,exam_id__2013-11": 0.55, "acc,exam_id__2014-15": 0.6923076923076923, "acc,exam_id__2012-06a": 0.4875, "acc,exam_id__2017-23": 0.4875, "main_score": 0.5143507972665148 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9221381866393468, "acc,all": 0.9223856209150327, "main_score": 0.9221381866393468 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.8036205393734592, "mse,all": 0.4840232966283583, "main_score": 0.8036205393734592 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.8168992136555427, "acc,all": 0.8553846153846154, "main_score": 0.8168992136555427 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8860083727003879, "acc,all": 0.8864285714285715, "main_score": 0.8860083727003879 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6598220108981507, "acc,all": 0.6650998824911868, "main_score": 0.6598220108981507 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.7338301593814277, "acc,all": 0.7611940298507462, "main_score": 0.7338301593814277 } }, "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": 1415.7809657102869, "min_seq_length": 1185, "max_seq_length": 2376, "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": 1495.2378303198886, "min_seq_length": 1175, "max_seq_length": 2146, "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": 1203.888382687927, "min_seq_length": 974, "max_seq_length": 1617, "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": 1307.2818627450981, "min_seq_length": 1288, "max_seq_length": 1369, "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": 1498.2818627450981, "min_seq_length": 1479, "max_seq_length": 1560, "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": 1438.6876923076923, "min_seq_length": 1394, "max_seq_length": 1534, "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": 1245.6992857142857, "min_seq_length": 1227, "max_seq_length": 1466, "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": 1688.62044653349, "min_seq_length": 1658, "max_seq_length": 1722, "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": 1539.0567164179104, "min_seq_length": 1521, "max_seq_length": 1587, "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 } }