{ "config_general": { "start_date": "2024-04-04T02-29-53.418614", "start_time": 1712197795.3722155, "end_time": 1712214057.3015323, "total_evaluation_time_seconds": 16261.92931675911, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "c292233c833e336628618a88a648727eb3dff0a7", "model_dtype": "float16", "model_memory_footprint": 41310988440, "model_num_parameters": 20554567680, "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": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "EleutherAI/gpt-neox-20b", "job_id": 369, "model_id": "EleutherAI/gpt-neox-20b_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "GPTNeoXForCausalLM", "submitted_time": "2024-02-05T23:12:26Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.28318262624553053, "all_grouped_npm": -0.10353417239456417, "all_grouped": { "enem_challenge": 0.19384184744576627, "bluex": 0.22809457579972184, "oab_exams": 0.2469248291571754, "assin2_rte": 0.3849409111254498, "assin2_sts": 0.24127351840284703, "faquad_nli": 0.4362532523850824, "hatebr_offensive": 0.3761140819964349, "portuguese_hate_speech": 0.2315040773180308, "tweetsentbr": 0.20969654257926673 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.19384184744576627, "harness|bluex|bluex|None|3": 0.22809457579972184, "harness|oab_exams|oab_exams|None|3": 0.2469248291571754, "harness|assin2_rte|assin2_rte|None|15": 0.3849409111254498, "harness|assin2_sts|assin2_sts|None|15": 0.24127351840284703, "harness|faquad_nli|faquad_nli|None|15": 0.4362532523850824, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.3761140819964349, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.2315040773180308, "harness|tweetsentbr|tweetsentbr|None|25": 0.20969654257926673 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.19384184744576627, "acc,exam_id__2013": 0.25, "acc,exam_id__2012": 0.19827586206896552, "acc,exam_id__2015": 0.18487394957983194, "acc,exam_id__2016": 0.2231404958677686, "acc,exam_id__2009": 0.11304347826086956, "acc,exam_id__2023": 0.17037037037037037, "acc,exam_id__2016_2": 0.23577235772357724, "acc,exam_id__2010": 0.21367521367521367, "acc,exam_id__2014": 0.1743119266055046, "acc,exam_id__2022": 0.19548872180451127, "acc,exam_id__2011": 0.2222222222222222, "acc,exam_id__2017": 0.14655172413793102, "main_score": 0.19384184744576627 }, "harness|bluex|bluex|None|3": { "acc,all": 0.22809457579972184, "acc,exam_id__USP_2021": 0.21153846153846154, "acc,exam_id__USP_2018": 0.16666666666666666, "acc,exam_id__UNICAMP_2023": 0.2558139534883721, "acc,exam_id__USP_2024": 0.24390243902439024, "acc,exam_id__USP_2022": 0.16326530612244897, "acc,exam_id__UNICAMP_2019": 0.3, "acc,exam_id__USP_2020": 0.125, "acc,exam_id__UNICAMP_2021_1": 0.2391304347826087, "acc,exam_id__USP_2019": 0.125, "acc,exam_id__UNICAMP_2022": 0.2564102564102564, "acc,exam_id__UNICAMP_2024": 0.28888888888888886, "acc,exam_id__UNICAMP_2021_2": 0.3137254901960784, "acc,exam_id__UNICAMP_2018": 0.2037037037037037, "acc,exam_id__USP_2023": 0.25, "acc,exam_id__UNICAMP_2020": 0.2909090909090909, "main_score": 0.22809457579972184 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.2469248291571754, "acc,exam_id__2011-03": 0.24242424242424243, "acc,exam_id__2011-04": 0.2875, "acc,exam_id__2011-05": 0.225, "acc,exam_id__2016-19": 0.2948717948717949, "acc,exam_id__2017-23": 0.2625, "acc,exam_id__2018-25": 0.225, "acc,exam_id__2012-09": 0.2597402597402597, "acc,exam_id__2017-24": 0.25, "acc,exam_id__2014-14": 0.175, "acc,exam_id__2015-17": 0.24358974358974358, "acc,exam_id__2012-07": 0.2875, "acc,exam_id__2016-20": 0.275, "acc,exam_id__2013-11": 0.225, "acc,exam_id__2016-21": 0.2125, "acc,exam_id__2012-06a": 0.2625, "acc,exam_id__2015-18": 0.2625, "acc,exam_id__2012-08": 0.2375, "acc,exam_id__2013-12": 0.225, "acc,exam_id__2012-06": 0.2375, "acc,exam_id__2015-16": 0.2375, "acc,exam_id__2013-10": 0.2375, "acc,exam_id__2014-13": 0.25, "acc,exam_id__2010-02": 0.23, "acc,exam_id__2014-15": 0.1794871794871795, "acc,exam_id__2016-20a": 0.2875, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2017-22": 0.3, "main_score": 0.2469248291571754 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.3849409111254498, "acc,all": 0.5232843137254902, "main_score": 0.3849409111254498 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.24127351840284703, "mse,all": 2.1886356209150324, "main_score": 0.24127351840284703 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.4362532523850824, "acc,all": 0.7738461538461539, "main_score": 0.4362532523850824 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.3761140819964349, "acc,all": 0.5114285714285715, "main_score": 0.3761140819964349 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.2315040773180308, "acc,all": 0.2972972972972973, "main_score": 0.2315040773180308 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.20969654257926673, "acc,all": 0.45223880597014926, "main_score": 0.20969654257926673 } }, "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": 16, "non_truncated": 1413, "padded": 0, "non_padded": 1429, "fewshots_truncated": 17, "mean_seq_length": 1559.0517844646606, "min_seq_length": 1308, "max_seq_length": 2520, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.988103568929321 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 26, "non_truncated": 693, "padded": 0, "non_padded": 719, "fewshots_truncated": 39, "mean_seq_length": 1656.076495132128, "min_seq_length": 1285, "max_seq_length": 2440, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.945757997218359 }, "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": 1340.5503416856493, "min_seq_length": 1077, "max_seq_length": 1805, "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": 1378.0061274509803, "min_seq_length": 1355, "max_seq_length": 1444, "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": 1514.0061274509803, "min_seq_length": 1491, "max_seq_length": 1580, "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": 1578.8153846153846, "min_seq_length": 1525, "max_seq_length": 1688, "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": 1292.5114285714285, "min_seq_length": 1269, "max_seq_length": 1535, "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": 1775.5558166862515, "min_seq_length": 1741, "max_seq_length": 1812, "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": 1495.2800995024875, "min_seq_length": 1475, "max_seq_length": 1554, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 42, "non_truncated": 14108, "padded": 0, "non_padded": 14150, "fewshots_truncated": 56 } }