{ "config_general": { "start_date": "2024-05-16T07-59-45.028987", "start_time": 1715846385.642403, "end_time": 1715860580.5067472, "total_evaluation_time_seconds": 14194.864344358444, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "6beb706364038ba43350d85734975377236e9546", "model_dtype": "bfloat16", "model_memory_footprint": 74921849856, "model_num_parameters": 34388917248, "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": "NousResearch/Nous-Capybara-34B", "job_id": 617, "model_id": "NousResearch/Nous-Capybara-34B_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🔶 : fine-tuned/fp on domain-specific datasets", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-04-26T07:21:50Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.7211775604034519, "all_grouped_npm": 0.5788836162044235, "all_grouped": { "enem_challenge": 0.7116864940517844, "bluex": 0.6300417246175244, "oab_exams": 0.5530751708428246, "assin2_rte": 0.9007100934823724, "assin2_sts": 0.757100596654299, "faquad_nli": 0.7731239092495636, "hatebr_offensive": 0.7408626005155765, "portuguese_hate_speech": 0.7161125319693095, "tweetsentbr": 0.7078849222478135 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.7116864940517844, "harness|bluex|bluex|None|3": 0.6300417246175244, "harness|oab_exams|oab_exams|None|3": 0.5530751708428246, "harness|assin2_rte|assin2_rte|None|15": 0.9007100934823724, "harness|assin2_sts|assin2_sts|None|15": 0.757100596654299, "harness|faquad_nli|faquad_nli|None|15": 0.7731239092495636, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7408626005155765, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7161125319693095, "harness|tweetsentbr|tweetsentbr|None|25": 0.7078849222478135 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.7116864940517844, "acc,exam_id__2010": 0.7264957264957265, "acc,exam_id__2011": 0.811965811965812, "acc,exam_id__2014": 0.6972477064220184, "acc,exam_id__2023": 0.7703703703703704, "acc,exam_id__2009": 0.6695652173913044, "acc,exam_id__2012": 0.7327586206896551, "acc,exam_id__2017": 0.6896551724137931, "acc,exam_id__2013": 0.6759259259259259, "acc,exam_id__2016": 0.6694214876033058, "acc,exam_id__2016_2": 0.6747967479674797, "acc,exam_id__2015": 0.7478991596638656, "acc,exam_id__2022": 0.6691729323308271, "main_score": 0.7116864940517844 }, "harness|bluex|bluex|None|3": { "acc,all": 0.6300417246175244, "acc,exam_id__USP_2019": 0.475, "acc,exam_id__UNICAMP_2019": 0.7, "acc,exam_id__UNICAMP_2023": 0.6046511627906976, "acc,exam_id__UNICAMP_2021_1": 0.6086956521739131, "acc,exam_id__UNICAMP_2021_2": 0.7450980392156863, "acc,exam_id__UNICAMP_2024": 0.6, "acc,exam_id__USP_2022": 0.673469387755102, "acc,exam_id__USP_2023": 0.7045454545454546, "acc,exam_id__UNICAMP_2018": 0.5925925925925926, "acc,exam_id__UNICAMP_2020": 0.6181818181818182, "acc,exam_id__USP_2020": 0.5, "acc,exam_id__USP_2018": 0.5925925925925926, "acc,exam_id__UNICAMP_2022": 0.6153846153846154, "acc,exam_id__USP_2021": 0.6346153846153846, "acc,exam_id__USP_2024": 0.8048780487804879, "main_score": 0.6300417246175244 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.5530751708428246, "acc,exam_id__2010-01": 0.4588235294117647, "acc,exam_id__2017-24": 0.5625, "acc,exam_id__2011-04": 0.4375, "acc,exam_id__2011-05": 0.5375, "acc,exam_id__2012-09": 0.5454545454545454, "acc,exam_id__2014-15": 0.7051282051282052, "acc,exam_id__2017-23": 0.5, "acc,exam_id__2016-20": 0.5625, "acc,exam_id__2013-12": 0.6, "acc,exam_id__2012-06a": 0.625, "acc,exam_id__2013-10": 0.5375, "acc,exam_id__2011-03": 0.5858585858585859, "acc,exam_id__2014-14": 0.55, "acc,exam_id__2016-19": 0.5256410256410257, "acc,exam_id__2012-07": 0.5125, "acc,exam_id__2016-20a": 0.55, "acc,exam_id__2012-06": 0.5375, "acc,exam_id__2017-22": 0.5375, "acc,exam_id__2016-21": 0.5, "acc,exam_id__2010-02": 0.62, "acc,exam_id__2018-25": 0.5375, "acc,exam_id__2013-11": 0.525, "acc,exam_id__2014-13": 0.525, "acc,exam_id__2015-16": 0.55, "acc,exam_id__2015-18": 0.6625, "acc,exam_id__2015-17": 0.6153846153846154, "acc,exam_id__2012-08": 0.5125, "main_score": 0.5530751708428246 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9007100934823724, "acc,all": 0.9007352941176471, "main_score": 0.9007100934823724 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.757100596654299, "mse,all": 0.628892973856209, "main_score": 0.757100596654299 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7731239092495636, "acc,all": 0.823076923076923, "main_score": 0.7731239092495636 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.7408626005155765, "acc,all": 0.755, "main_score": 0.7408626005155765 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.7161125319693095, "acc,all": 0.7567567567567568, "main_score": 0.7161125319693095 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.7078849222478135, "acc,all": 0.7442786069651741, "main_score": 0.7078849222478135 } }, "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": 1773.6696990902728, "min_seq_length": 1479, "max_seq_length": 2789, "max_ctx_length": 2528, "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": 5, "mean_seq_length": 1887.1738525730182, "min_seq_length": 1475, "max_seq_length": 2769, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9930458970792766 }, "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": 1523.7266514806379, "min_seq_length": 1223, "max_seq_length": 2061, "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": 1501.5265522875818, "min_seq_length": 1477, "max_seq_length": 1573, "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": 1720.5265522875818, "min_seq_length": 1696, "max_seq_length": 1792, "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": 1760.1292307692308, "min_seq_length": 1700, "max_seq_length": 1893, "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": 1417.9257142857143, "min_seq_length": 1390, "max_seq_length": 1696, "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": 1945.7544065804934, "min_seq_length": 1908, "max_seq_length": 1981, "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": 1614.844776119403, "min_seq_length": 1592, "max_seq_length": 1730, "max_ctx_length": 2528, "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": 7 } }