{ "config_general": { "start_date": "2024-02-21T07-59-22.606213", "start_time": 1708502363.2292912, "end_time": 1708517362.50349, "total_evaluation_time_seconds": 14999.274198770523, "has_chat_template": false, "chat_type": null, "n_gpus": 2, "accelerate_num_process": null, "model_sha": "1af27994df1287a7fac1b10d60e40ca43a22a385", "model_dtype": "float16", "model_memory_footprint": 78603124832, "model_num_parameters": 39200899072, "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": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "AI-Sweden-Models/gpt-sw3-40b", "job_id": 253, "model_id": "AI-Sweden-Models/gpt-sw3-40b_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "GPT2LMHeadModel", "submitted_time": "2024-02-05T23:15:47Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.35406676272196724, "all_grouped_npm": 0.01835378100931048, "all_grouped": { "enem_challenge": 0.2358292512246326, "bluex": 0.2809457579972184, "oab_exams": 0.2542141230068337, "assin2_rte": 0.4096747911636189, "assin2_sts": 0.17308746611294112, "faquad_nli": 0.5125406216148655, "hatebr_offensive": 0.3920230910522173, "portuguese_hate_speech": 0.4365404510655907, "tweetsentbr": 0.491745311259787 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.2358292512246326, "harness|bluex|bluex|None|3": 0.2809457579972184, "harness|oab_exams|oab_exams|None|3": 0.2542141230068337, "harness|assin2_rte|assin2_rte|None|15": 0.4096747911636189, "harness|assin2_sts|assin2_sts|None|15": 0.17308746611294112, "harness|faquad_nli|faquad_nli|None|15": 0.5125406216148655, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.3920230910522173, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.4365404510655907, "harness|tweetsentbr|tweetsentbr|None|25": 0.491745311259787 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.2358292512246326, "acc,exam_id__2013": 0.2777777777777778, "acc,exam_id__2015": 0.2689075630252101, "acc,exam_id__2016_2": 0.2845528455284553, "acc,exam_id__2011": 0.26495726495726496, "acc,exam_id__2009": 0.24347826086956523, "acc,exam_id__2016": 0.2231404958677686, "acc,exam_id__2022": 0.22556390977443608, "acc,exam_id__2014": 0.2018348623853211, "acc,exam_id__2010": 0.21367521367521367, "acc,exam_id__2023": 0.23703703703703705, "acc,exam_id__2012": 0.1810344827586207, "acc,exam_id__2017": 0.20689655172413793, "main_score": 0.2358292512246326 }, "harness|bluex|bluex|None|3": { "acc,all": 0.2809457579972184, "acc,exam_id__USP_2020": 0.2857142857142857, "acc,exam_id__USP_2018": 0.2222222222222222, "acc,exam_id__USP_2022": 0.24489795918367346, "acc,exam_id__USP_2021": 0.2692307692307692, "acc,exam_id__USP_2024": 0.14634146341463414, "acc,exam_id__UNICAMP_2022": 0.41025641025641024, "acc,exam_id__UNICAMP_2024": 0.37777777777777777, "acc,exam_id__USP_2019": 0.225, "acc,exam_id__UNICAMP_2019": 0.3, "acc,exam_id__UNICAMP_2020": 0.2909090909090909, "acc,exam_id__UNICAMP_2021_1": 0.32608695652173914, "acc,exam_id__UNICAMP_2023": 0.32558139534883723, "acc,exam_id__UNICAMP_2021_2": 0.3333333333333333, "acc,exam_id__UNICAMP_2018": 0.18518518518518517, "acc,exam_id__USP_2023": 0.29545454545454547, "main_score": 0.2809457579972184 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.2542141230068337, "acc,exam_id__2015-17": 0.28205128205128205, "acc,exam_id__2015-18": 0.225, "acc,exam_id__2017-23": 0.225, "acc,exam_id__2013-11": 0.1625, "acc,exam_id__2014-14": 0.325, "acc,exam_id__2017-22": 0.3625, "acc,exam_id__2018-25": 0.275, "acc,exam_id__2014-13": 0.275, "acc,exam_id__2014-15": 0.2564102564102564, "acc,exam_id__2016-19": 0.1794871794871795, "acc,exam_id__2011-05": 0.325, "acc,exam_id__2015-16": 0.2875, "acc,exam_id__2013-12": 0.2, "acc,exam_id__2012-06": 0.325, "acc,exam_id__2013-10": 0.2125, "acc,exam_id__2016-20a": 0.3125, "acc,exam_id__2012-09": 0.22077922077922077, "acc,exam_id__2011-03": 0.2222222222222222, "acc,exam_id__2012-06a": 0.3125, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2017-24": 0.225, "acc,exam_id__2010-02": 0.26, "acc,exam_id__2012-08": 0.2375, "acc,exam_id__2016-21": 0.225, "acc,exam_id__2016-20": 0.2375, "acc,exam_id__2011-04": 0.225, "acc,exam_id__2012-07": 0.2125, "main_score": 0.2542141230068337 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.4096747911636189, "acc,all": 0.5339052287581699, "main_score": 0.4096747911636189 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.17308746611294112, "mse,all": 2.180531045751634, "main_score": 0.17308746611294112 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.5125406216148655, "acc,all": 0.7369230769230769, "main_score": 0.5125406216148655 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.3920230910522173, "acc,all": 0.5271428571428571, "main_score": 0.3920230910522173 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.4365404510655907, "acc,all": 0.699177438307873, "main_score": 0.4365404510655907 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.491745311259787, "acc,all": 0.5228855721393035, "main_score": 0.491745311259787 } }, "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": 118, "non_truncated": 1311, "padded": 0, "non_padded": 1429, "fewshots_truncated": 122, "mean_seq_length": 1763.6738978306507, "min_seq_length": 1471, "max_seq_length": 2767, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9146256123163052 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 164, "non_truncated": 555, "padded": 0, "non_padded": 719, "fewshots_truncated": 223, "mean_seq_length": 1844.3504867872045, "min_seq_length": 1439, "max_seq_length": 2728, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.689847009735744 }, "harness|oab_exams|oab_exams|None|3": { "sample_size": 2195, "truncated": 1, "non_truncated": 2194, "padded": 0, "non_padded": 2195, "fewshots_truncated": 1, "mean_seq_length": 1498.6788154897495, "min_seq_length": 1201, "max_seq_length": 2066, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9995444191343963 }, "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": 1452.5322712418301, "min_seq_length": 1428, "max_seq_length": 1527, "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": 1709.5322712418301, "min_seq_length": 1685, "max_seq_length": 1784, "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": 1743.3892307692308, "min_seq_length": 1683, "max_seq_length": 1882, "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": 1358.7621428571429, "min_seq_length": 1333, "max_seq_length": 1633, "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": 1889.4900117508814, "min_seq_length": 1853, "max_seq_length": 1923, "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": 1570.1611940298508, "min_seq_length": 1549, "max_seq_length": 1664, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 283, "non_truncated": 13867, "padded": 0, "non_padded": 14150, "fewshots_truncated": 346 } }