{ "config_general": { "start_date": "2024-03-04T09-41-26.834248", "start_time": 1709545287.6164947, "end_time": 1709587749.7725186, "total_evaluation_time_seconds": 42462.15602397919, "has_chat_template": false, "chat_type": null, "n_gpus": 2, "accelerate_num_process": null, "model_sha": "6eb5569e56644ea662b048e029de9d093e97d4b6", "model_dtype": "bfloat16", "model_memory_footprint": 144596811424, "model_num_parameters": 72287920128, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 1, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "Qwen/Qwen-72B-Chat", "job_id": 290, "model_id": "Qwen/Qwen-72B-Chat_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": "QWenLMHeadModel", "submitted_time": "2024-02-24T13:09:12Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.30800541944916443, "all_grouped_npm": -0.0016944521105141603, "all_grouped": { "enem_challenge": 0.0006997900629811056, "bluex": 0.006954102920723227, "oab_exams": 0.0, "assin2_rte": 0.45209339774557167, "assin2_sts": 0.0, "faquad_nli": 0.06975747989982865, "hatebr_offensive": 0.8440869615900215, "portuguese_hate_speech": 0.6785350340853187, "tweetsentbr": 0.719922008738035 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.0006997900629811056, "harness|bluex|bluex|None|3": 0.006954102920723227, "harness|oab_exams|oab_exams|None|3": 0.0, "harness|assin2_rte|assin2_rte|None|15": 0.45209339774557167, "harness|assin2_sts|assin2_sts|None|15": 0, "harness|faquad_nli|faquad_nli|None|15": 0.06975747989982865, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8440869615900215, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6785350340853187, "harness|tweetsentbr|tweetsentbr|None|25": 0.719922008738035 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.0006997900629811056, "acc,exam_id__2016_2": 0.0, "acc,exam_id__2022": 0.0, "acc,exam_id__2016": 0.0, "acc,exam_id__2010": 0.0, "acc,exam_id__2009": 0.0, "acc,exam_id__2015": 0.008403361344537815, "acc,exam_id__2013": 0.0, "acc,exam_id__2012": 0.0, "acc,exam_id__2017": 0.0, "acc,exam_id__2011": 0.0, "acc,exam_id__2023": 0.0, "acc,exam_id__2014": 0.0, "main_score": 0.0006997900629811056 }, "harness|bluex|bluex|None|3": { "acc,all": 0.006954102920723227, "acc,exam_id__USP_2020": 0.0, "acc,exam_id__UNICAMP_2019": 0.0, "acc,exam_id__UNICAMP_2020": 0.0, "acc,exam_id__USP_2019": 0.0, "acc,exam_id__USP_2022": 0.0, "acc,exam_id__UNICAMP_2023": 0.0, "acc,exam_id__UNICAMP_2022": 0.0, "acc,exam_id__USP_2021": 0.038461538461538464, "acc,exam_id__UNICAMP_2018": 0.018518518518518517, "acc,exam_id__USP_2018": 0.018518518518518517, "acc,exam_id__UNICAMP_2021_2": 0.0, "acc,exam_id__USP_2023": 0.022727272727272728, "acc,exam_id__UNICAMP_2024": 0.0, "acc,exam_id__UNICAMP_2021_1": 0.0, "acc,exam_id__USP_2024": 0.0, "main_score": 0.006954102920723227 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.0, "acc,exam_id__2014-14": 0.0, "acc,exam_id__2015-18": 0.0, "acc,exam_id__2010-01": 0.0, "acc,exam_id__2012-06a": 0.0, "acc,exam_id__2012-09": 0.0, "acc,exam_id__2013-12": 0.0, "acc,exam_id__2016-19": 0.0, "acc,exam_id__2012-07": 0.0, "acc,exam_id__2014-13": 0.0, "acc,exam_id__2015-17": 0.0, "acc,exam_id__2011-04": 0.0, "acc,exam_id__2018-25": 0.0, "acc,exam_id__2010-02": 0.0, "acc,exam_id__2014-15": 0.0, "acc,exam_id__2015-16": 0.0, "acc,exam_id__2016-20": 0.0, "acc,exam_id__2016-20a": 0.0, "acc,exam_id__2013-10": 0.0, "acc,exam_id__2011-03": 0.0, "acc,exam_id__2017-24": 0.0, "acc,exam_id__2017-22": 0.0, "acc,exam_id__2011-05": 0.0, "acc,exam_id__2012-08": 0.0, "acc,exam_id__2012-06": 0.0, "acc,exam_id__2013-11": 0.0, "acc,exam_id__2017-23": 0.0, "acc,exam_id__2016-21": 0.0, "main_score": 0.0 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.45209339774557167, "acc,all": 0.5992647058823529, "main_score": 0.45209339774557167 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0, "mse,all": 3.062949346405229, "main_score": 0 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.06975747989982865, "acc,all": 0.08153846153846153, "main_score": 0.06975747989982865 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8440869615900215, "acc,all": 0.8471428571428572, "main_score": 0.8440869615900215 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6785350340853187, "acc,all": 0.6968272620446534, "main_score": 0.6785350340853187 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.719922008738035, "acc,all": 0.7472636815920398, "main_score": 0.719922008738035 } }, "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": 2, "mean_seq_length": 1375.7809657102869, "min_seq_length": 1145, "max_seq_length": 2336, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.998600419874038 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 3, "non_truncated": 716, "padded": 0, "non_padded": 719, "fewshots_truncated": 3, "mean_seq_length": 1455.2378303198886, "min_seq_length": 1135, "max_seq_length": 2106, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.995827538247566 }, "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": 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": 1159.2818627450981, "min_seq_length": 1140, "max_seq_length": 1221, "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": 1365.2818627450981, "min_seq_length": 1346, "max_seq_length": 1427, "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": 1290.6876923076923, "min_seq_length": 1246, "max_seq_length": 1386, "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": 1007.6992857142857, "min_seq_length": 989, "max_seq_length": 1228, "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": 1450.62044653349, "min_seq_length": 1420, "max_seq_length": 1484, "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": 1301.0567164179104, "min_seq_length": 1283, "max_seq_length": 1349, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 5, "non_truncated": 14145, "padded": 0, "non_padded": 14150, "fewshots_truncated": 5 } }