{ "config_general": { "start_date": "2024-04-20T16-52-41.258343", "start_time": 1713631965.1061778, "end_time": 1713636111.5300467, "total_evaluation_time_seconds": 4146.423868894577, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "c4051215126d906ac22bb67fe5edb39a921cd831", "model_dtype": "float16", "model_memory_footprint": 28337203328, "model_num_parameters": 14167290880, "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": "Qwen/Qwen-14B", "job_id": 514, "model_id": "Qwen/Qwen-14B_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "QWenLMHeadModel", "submitted_time": "2024-04-18T23:08:40Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6805267184650555, "all_grouped_npm": 0.5125880467969827, "all_grouped": { "enem_challenge": 0.6899930020993702, "bluex": 0.5549374130737135, "oab_exams": 0.503872437357631, "assin2_rte": 0.905257427983646, "assin2_sts": 0.7702794193742895, "faquad_nli": 0.5163130653349429, "hatebr_offensive": 0.8051893701611216, "portuguese_hate_speech": 0.6725982267229752, "tweetsentbr": 0.7063001040778097 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6899930020993702, "harness|bluex|bluex|None|3": 0.5549374130737135, "harness|oab_exams|oab_exams|None|3": 0.503872437357631, "harness|assin2_rte|assin2_rte|None|15": 0.905257427983646, "harness|assin2_sts|assin2_sts|None|15": 0.7702794193742895, "harness|faquad_nli|faquad_nli|None|15": 0.5163130653349429, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8051893701611216, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6725982267229752, "harness|tweetsentbr|tweetsentbr|None|25": 0.7063001040778097 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6899930020993702, "acc,exam_id__2015": 0.7142857142857143, "acc,exam_id__2013": 0.6574074074074074, "acc,exam_id__2017": 0.7155172413793104, "acc,exam_id__2023": 0.6814814814814815, "acc,exam_id__2011": 0.8205128205128205, "acc,exam_id__2016": 0.6942148760330579, "acc,exam_id__2009": 0.6782608695652174, "acc,exam_id__2012": 0.6982758620689655, "acc,exam_id__2014": 0.6788990825688074, "acc,exam_id__2022": 0.6390977443609023, "acc,exam_id__2016_2": 0.6747967479674797, "acc,exam_id__2010": 0.6324786324786325, "main_score": 0.6899930020993702 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5549374130737135, "acc,exam_id__UNICAMP_2022": 0.5384615384615384, "acc,exam_id__USP_2018": 0.48148148148148145, "acc,exam_id__UNICAMP_2023": 0.627906976744186, "acc,exam_id__USP_2021": 0.5192307692307693, "acc,exam_id__UNICAMP_2019": 0.62, "acc,exam_id__UNICAMP_2021_2": 0.47058823529411764, "acc,exam_id__USP_2022": 0.4897959183673469, "acc,exam_id__USP_2020": 0.5892857142857143, "acc,exam_id__UNICAMP_2020": 0.6, "acc,exam_id__UNICAMP_2018": 0.5370370370370371, "acc,exam_id__USP_2023": 0.6363636363636364, "acc,exam_id__USP_2024": 0.7073170731707317, "acc,exam_id__USP_2019": 0.475, "acc,exam_id__UNICAMP_2021_1": 0.5, "acc,exam_id__UNICAMP_2024": 0.5555555555555556, "main_score": 0.5549374130737135 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.503872437357631, "acc,exam_id__2010-01": 0.38823529411764707, "acc,exam_id__2015-17": 0.7051282051282052, "acc,exam_id__2011-03": 0.41414141414141414, "acc,exam_id__2014-14": 0.5625, "acc,exam_id__2014-13": 0.4625, "acc,exam_id__2014-15": 0.5897435897435898, "acc,exam_id__2011-05": 0.575, "acc,exam_id__2016-20a": 0.475, "acc,exam_id__2016-21": 0.3875, "acc,exam_id__2012-06": 0.4375, "acc,exam_id__2013-12": 0.5375, "acc,exam_id__2017-22": 0.4875, "acc,exam_id__2012-06a": 0.5375, "acc,exam_id__2016-19": 0.5128205128205128, "acc,exam_id__2010-02": 0.54, "acc,exam_id__2012-09": 0.4805194805194805, "acc,exam_id__2016-20": 0.6125, "acc,exam_id__2015-18": 0.4875, "acc,exam_id__2017-23": 0.45, "acc,exam_id__2017-24": 0.55, "acc,exam_id__2011-04": 0.4375, "acc,exam_id__2015-16": 0.4375, "acc,exam_id__2013-10": 0.5125, "acc,exam_id__2012-08": 0.55, "acc,exam_id__2012-07": 0.45, "acc,exam_id__2013-11": 0.525, "acc,exam_id__2018-25": 0.525, "main_score": 0.503872437357631 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.905257427983646, "acc,all": 0.9056372549019608, "main_score": 0.905257427983646 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.7702794193742895, "mse,all": 0.5408129084967321, "main_score": 0.7702794193742895 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.5163130653349429, "acc,all": 0.7923076923076923, "main_score": 0.5163130653349429 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8051893701611216, "acc,all": 0.81, "main_score": 0.8051893701611216 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6725982267229752, "acc,all": 0.6933019976498237, "main_score": 0.6725982267229752 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.7063001040778097, "acc,all": 0.7134328358208956, "main_score": 0.7063001040778097 } }, "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": 1375.7809657102869, "min_seq_length": 1145, "max_seq_length": 2336, "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": 1455.2378303198886, "min_seq_length": 1135, "max_seq_length": 2106, "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": 1163.888382687927, "min_seq_length": 934, "max_seq_length": 1577, "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": 1159.2818627450981, "min_seq_length": 1140, "max_seq_length": 1221, "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": 1365.2818627450981, "min_seq_length": 1346, "max_seq_length": 1427, "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": 1290.6876923076923, "min_seq_length": 1246, "max_seq_length": 1386, "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": 1007.6992857142857, "min_seq_length": 989, "max_seq_length": 1228, "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": 1450.62044653349, "min_seq_length": 1420, "max_seq_length": 1484, "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": 1411.0567164179104, "min_seq_length": 1393, "max_seq_length": 1459, "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 } }