{ "config_general": { "start_date": "2024-02-22T03-02-32.420657", "start_time": 1708570953.0239422, "end_time": 1708572659.9294846, "total_evaluation_time_seconds": 1706.9055423736572, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "9d067f00def958594aaa16b39a65b07d69ca655b", "model_dtype": "bfloat16", "model_memory_footprint": 5549215744, "model_num_parameters": 2506172416, "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": 4096, "max_ctx_length": 4064, "max_gen_toks": 32, "model_name": "google/gemma-2b", "job_id": 253, "model_id": "google/gemma-2b_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "GemmaForCausalLM", "submitted_time": "2024-02-21T14:27:53Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.44413621368052186, "all_grouped_npm": 0.17161625549410653, "all_grouped": { "enem_challenge": 0.25892232330300907, "bluex": 0.28929068150208626, "oab_exams": 0.28291571753986333, "assin2_rte": 0.6494380403222241, "assin2_sts": 0.3568300099073752, "faquad_nli": 0.4486979644232532, "hatebr_offensive": 0.7809708451948563, "portuguese_hate_speech": 0.3782577426682953, "tweetsentbr": 0.5519025982637341 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.25892232330300907, "harness|bluex|bluex|None|3": 0.28929068150208626, "harness|oab_exams|oab_exams|None|3": 0.28291571753986333, "harness|assin2_rte|assin2_rte|None|15": 0.6494380403222241, "harness|assin2_sts|assin2_sts|None|15": 0.3568300099073752, "harness|faquad_nli|faquad_nli|None|15": 0.4486979644232532, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7809708451948563, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.3782577426682953, "harness|tweetsentbr|tweetsentbr|None|25": 0.5519025982637341 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.25892232330300907, "acc,exam_id__2016": 0.2231404958677686, "acc,exam_id__2012": 0.22413793103448276, "acc,exam_id__2013": 0.19444444444444445, "acc,exam_id__2010": 0.2564102564102564, "acc,exam_id__2017": 0.2413793103448276, "acc,exam_id__2022": 0.2706766917293233, "acc,exam_id__2009": 0.2782608695652174, "acc,exam_id__2011": 0.2905982905982906, "acc,exam_id__2023": 0.2814814814814815, "acc,exam_id__2014": 0.3302752293577982, "acc,exam_id__2015": 0.2605042016806723, "acc,exam_id__2016_2": 0.25203252032520324, "main_score": 0.25892232330300907 }, "harness|bluex|bluex|None|3": { "acc,all": 0.28929068150208626, "acc,exam_id__USP_2019": 0.15, "acc,exam_id__USP_2021": 0.3269230769230769, "acc,exam_id__UNICAMP_2023": 0.27906976744186046, "acc,exam_id__USP_2023": 0.20454545454545456, "acc,exam_id__UNICAMP_2020": 0.2727272727272727, "acc,exam_id__USP_2024": 0.3902439024390244, "acc,exam_id__UNICAMP_2021_1": 0.2391304347826087, "acc,exam_id__UNICAMP_2021_2": 0.39215686274509803, "acc,exam_id__UNICAMP_2018": 0.3148148148148148, "acc,exam_id__USP_2018": 0.2222222222222222, "acc,exam_id__USP_2020": 0.19642857142857142, "acc,exam_id__UNICAMP_2022": 0.4358974358974359, "acc,exam_id__USP_2022": 0.16326530612244897, "acc,exam_id__UNICAMP_2024": 0.4, "acc,exam_id__UNICAMP_2019": 0.38, "main_score": 0.28929068150208626 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.28291571753986333, "acc,exam_id__2011-03": 0.26262626262626265, "acc,exam_id__2014-15": 0.34615384615384615, "acc,exam_id__2011-05": 0.2375, "acc,exam_id__2014-14": 0.2875, "acc,exam_id__2018-25": 0.3, "acc,exam_id__2015-17": 0.23076923076923078, "acc,exam_id__2015-18": 0.25, "acc,exam_id__2012-07": 0.275, "acc,exam_id__2014-13": 0.3125, "acc,exam_id__2017-24": 0.3, "acc,exam_id__2012-06a": 0.2875, "acc,exam_id__2013-11": 0.3375, "acc,exam_id__2015-16": 0.2625, "acc,exam_id__2017-22": 0.3, "acc,exam_id__2010-02": 0.28, "acc,exam_id__2016-21": 0.325, "acc,exam_id__2011-04": 0.25, "acc,exam_id__2016-19": 0.24358974358974358, "acc,exam_id__2013-12": 0.3125, "acc,exam_id__2017-23": 0.3125, "acc,exam_id__2013-10": 0.3125, "acc,exam_id__2012-09": 0.2597402597402597, "acc,exam_id__2010-01": 0.23529411764705882, "acc,exam_id__2012-06": 0.25, "acc,exam_id__2016-20": 0.275, "acc,exam_id__2016-20a": 0.2125, "acc,exam_id__2012-08": 0.3875, "main_score": 0.28291571753986333 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.6494380403222241, "acc,all": 0.6785130718954249, "main_score": 0.6494380403222241 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.3568300099073752, "mse,all": 1.70234477124183, "main_score": 0.3568300099073752 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.4486979644232532, "acc,all": 0.7723076923076924, "main_score": 0.4486979644232532 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.7809708451948563, "acc,all": 0.7814285714285715, "main_score": 0.7809708451948563 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.3782577426682953, "acc,all": 0.3983548766157462, "main_score": 0.3782577426682953 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5519025982637341, "acc,all": 0.5507462686567164, "main_score": 0.5519025982637341 } }, "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 } }