{ "config_general": { "start_date": "2024-02-23T22-19-59.816101", "start_time": 1708726800.9076824, "end_time": 1708729805.4717546, "total_evaluation_time_seconds": 3004.5640721321106, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "c118185bcd59d54c263108c24ddeadd70f577435", "model_dtype": "bfloat16", "model_memory_footprint": 17612232704, "model_num_parameters": 8537680896, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 4, "max_length": 4096, "max_ctx_length": 4064, "max_gen_toks": 32, "model_name": "eduagarcia/gemma-7b-it_no_chat_template", "job_id": 253, "model_id": "eduagarcia/gemma-7b-it_no_chat_template_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": "GemmaForCausalLM", "submitted_time": "2024-02-23T21:59:24Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.5516779270390081, "all_grouped_npm": 0.32000456969789404, "all_grouped": { "enem_challenge": 0.470258922323303, "bluex": 0.36022253129346316, "oab_exams": 0.35170842824601367, "assin2_rte": 0.8471090065645221, "assin2_sts": 0.6824898498454515, "faquad_nli": 0.38090214105688, "hatebr_offensive": 0.8272202378666258, "portuguese_hate_speech": 0.4432352615659635, "tweetsentbr": 0.601954964588851 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.470258922323303, "harness|bluex|bluex|None|3": 0.36022253129346316, "harness|oab_exams|oab_exams|None|3": 0.35170842824601367, "harness|assin2_rte|assin2_rte|None|15": 0.8471090065645221, "harness|assin2_sts|assin2_sts|None|15": 0.6824898498454515, "harness|faquad_nli|faquad_nli|None|15": 0.38090214105688, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8272202378666258, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.4432352615659635, "harness|tweetsentbr|tweetsentbr|None|25": 0.601954964588851 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.470258922323303, "acc,exam_id__2023": 0.5407407407407407, "acc,exam_id__2009": 0.45217391304347826, "acc,exam_id__2013": 0.4166666666666667, "acc,exam_id__2012": 0.4482758620689655, "acc,exam_id__2016": 0.4628099173553719, "acc,exam_id__2017": 0.4224137931034483, "acc,exam_id__2014": 0.44954128440366975, "acc,exam_id__2011": 0.5384615384615384, "acc,exam_id__2010": 0.48717948717948717, "acc,exam_id__2015": 0.40336134453781514, "acc,exam_id__2016_2": 0.4796747967479675, "acc,exam_id__2022": 0.518796992481203, "main_score": 0.470258922323303 }, "harness|bluex|bluex|None|3": { "acc,all": 0.36022253129346316, "acc,exam_id__UNICAMP_2019": 0.32, "acc,exam_id__USP_2022": 0.3673469387755102, "acc,exam_id__USP_2019": 0.25, "acc,exam_id__USP_2023": 0.36363636363636365, "acc,exam_id__USP_2024": 0.43902439024390244, "acc,exam_id__UNICAMP_2022": 0.46153846153846156, "acc,exam_id__UNICAMP_2023": 0.46511627906976744, "acc,exam_id__USP_2020": 0.42857142857142855, "acc,exam_id__USP_2018": 0.25925925925925924, "acc,exam_id__USP_2021": 0.38461538461538464, "acc,exam_id__UNICAMP_2018": 0.24074074074074073, "acc,exam_id__UNICAMP_2024": 0.4444444444444444, "acc,exam_id__UNICAMP_2021_2": 0.29411764705882354, "acc,exam_id__UNICAMP_2021_1": 0.34782608695652173, "acc,exam_id__UNICAMP_2020": 0.38181818181818183, "main_score": 0.36022253129346316 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.35170842824601367, "acc,exam_id__2016-20a": 0.35, "acc,exam_id__2011-03": 0.3434343434343434, "acc,exam_id__2012-07": 0.375, "acc,exam_id__2015-17": 0.38461538461538464, "acc,exam_id__2014-13": 0.3375, "acc,exam_id__2012-08": 0.3375, "acc,exam_id__2013-10": 0.375, "acc,exam_id__2014-15": 0.41025641025641024, "acc,exam_id__2016-20": 0.3375, "acc,exam_id__2017-24": 0.2375, "acc,exam_id__2016-19": 0.4230769230769231, "acc,exam_id__2010-02": 0.35, "acc,exam_id__2017-22": 0.4375, "acc,exam_id__2012-06a": 0.425, "acc,exam_id__2018-25": 0.35, "acc,exam_id__2014-14": 0.35, "acc,exam_id__2010-01": 0.3176470588235294, "acc,exam_id__2015-16": 0.3, "acc,exam_id__2011-05": 0.2875, "acc,exam_id__2013-11": 0.35, "acc,exam_id__2013-12": 0.35, "acc,exam_id__2012-09": 0.3246753246753247, "acc,exam_id__2012-06": 0.375, "acc,exam_id__2017-23": 0.3375, "acc,exam_id__2011-04": 0.375, "acc,exam_id__2016-21": 0.325, "acc,exam_id__2015-18": 0.3375, "main_score": 0.35170842824601367 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.8471090065645221, "acc,all": 0.8476307189542484, "main_score": 0.8471090065645221 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.6824898498454515, "mse,all": 0.5544934640522875, "main_score": 0.6824898498454515 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.38090214105688, "acc,all": 0.5676923076923077, "main_score": 0.38090214105688 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8272202378666258, "acc,all": 0.8278571428571428, "main_score": 0.8272202378666258 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.4432352615659635, "acc,all": 0.4512338425381904, "main_score": 0.4432352615659635 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.601954964588851, "acc,all": 0.6248756218905472, "main_score": 0.601954964588851 } }, "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": 1215.8278516445066, "min_seq_length": 1019, "max_seq_length": 2062, "max_ctx_length": 4064, "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": 1373.4464534075105, "min_seq_length": 1080, "max_seq_length": 1993, "max_ctx_length": 4064, "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": 987.4004555808656, "min_seq_length": 791, "max_seq_length": 1322, "max_ctx_length": 4064, "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": 1008.8839869281046, "min_seq_length": 994, "max_seq_length": 1051, "max_ctx_length": 4064, "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": 1217.8839869281046, "min_seq_length": 1203, "max_seq_length": 1260, "max_ctx_length": 4064, "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": 1094.1338461538462, "min_seq_length": 1056, "max_seq_length": 1167, "max_ctx_length": 4064, "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": 896.505, "min_seq_length": 881, "max_seq_length": 1085, "max_ctx_length": 4064, "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": 1272.13866039953, "min_seq_length": 1244, "max_seq_length": 1303, "max_ctx_length": 4064, "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": 1101.9791044776118, "min_seq_length": 1087, "max_seq_length": 1144, "max_ctx_length": 4064, "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 } }