{ "config_general": { "start_date": "2024-02-17T06-45-40.211098", "start_time": 1708152340.887094, "end_time": 1708181855.090982, "total_evaluation_time_seconds": 29514.203887939453, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "80729bcf52fbc4553d965926b27304ac5e156d98", "model_dtype": "bfloat16", "model_memory_footprint": 40429102080, "model_num_parameters": 20088714240, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:1", "batch_size": 2, "max_length": 4096, "max_ctx_length": 4064, "max_gen_toks": 32, "model_name": "internlm/internlm-20b", "job_id": 232, "model_id": "internlm/internlm-20b_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "InternLMForCausalLM", "submitted_time": "2024-02-05T23:07:07Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.679711344567989, "all_grouped_npm": 0.5249391006784612, "all_grouped": { "enem_challenge": 0.6018194541637508, "bluex": 0.5257301808066759, "oab_exams": 0.4405466970387244, "assin2_rte": 0.8918518746598784, "assin2_sts": 0.8147012269363251, "faquad_nli": 0.774612205615942, "hatebr_offensive": 0.8009141994772555, "portuguese_hate_speech": 0.7324214911763549, "tweetsentbr": 0.5348047712369928 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6018194541637508, "harness|bluex|bluex|None|3": 0.5257301808066759, "harness|oab_exams|oab_exams|None|3": 0.4405466970387244, "harness|assin2_rte|assin2_rte|None|15": 0.8918518746598784, "harness|assin2_sts|assin2_sts|None|15": 0.8147012269363251, "harness|faquad_nli|faquad_nli|None|15": 0.774612205615942, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8009141994772555, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7324214911763549, "harness|tweetsentbr|tweetsentbr|None|25": 0.5348047712369928 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6018194541637508, "acc,exam_id__2023": 0.6518518518518519, "acc,exam_id__2010": 0.5726495726495726, "acc,exam_id__2016_2": 0.6016260162601627, "acc,exam_id__2011": 0.7350427350427351, "acc,exam_id__2022": 0.556390977443609, "acc,exam_id__2015": 0.6050420168067226, "acc,exam_id__2013": 0.5740740740740741, "acc,exam_id__2014": 0.6055045871559633, "acc,exam_id__2009": 0.5826086956521739, "acc,exam_id__2016": 0.5702479338842975, "acc,exam_id__2012": 0.5862068965517241, "acc,exam_id__2017": 0.5775862068965517, "main_score": 0.6018194541637508 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5257301808066759, "acc,exam_id__UNICAMP_2020": 0.5636363636363636, "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, "acc,exam_id__USP_2018": 0.37037037037037035, "acc,exam_id__UNICAMP_2023": 0.5813953488372093, "acc,exam_id__USP_2024": 0.6585365853658537, "acc,exam_id__UNICAMP_2021_1": 0.5652173913043478, "acc,exam_id__USP_2020": 0.5714285714285714, "acc,exam_id__USP_2019": 0.4, "acc,exam_id__USP_2023": 0.6590909090909091, "acc,exam_id__UNICAMP_2019": 0.52, "acc,exam_id__USP_2022": 0.46938775510204084, "acc,exam_id__UNICAMP_2024": 0.5555555555555556, "acc,exam_id__USP_2021": 0.5384615384615384, "acc,exam_id__UNICAMP_2022": 0.5384615384615384, "acc,exam_id__UNICAMP_2018": 0.42592592592592593, "main_score": 0.5257301808066759 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.4405466970387244, "acc,exam_id__2016-20": 0.45, "acc,exam_id__2015-17": 0.4358974358974359, "acc,exam_id__2014-13": 0.4375, "acc,exam_id__2018-25": 0.4, "acc,exam_id__2017-22": 0.5, "acc,exam_id__2014-14": 0.475, "acc,exam_id__2013-11": 0.525, "acc,exam_id__2015-18": 0.4375, "acc,exam_id__2011-05": 0.4375, "acc,exam_id__2012-08": 0.4625, "acc,exam_id__2012-06a": 0.5, "acc,exam_id__2017-24": 0.5, "acc,exam_id__2012-07": 0.4, "acc,exam_id__2016-20a": 0.4125, "acc,exam_id__2016-21": 0.425, "acc,exam_id__2016-19": 0.48717948717948717, "acc,exam_id__2010-01": 0.32941176470588235, "acc,exam_id__2011-04": 0.3625, "acc,exam_id__2012-06": 0.4, "acc,exam_id__2017-23": 0.475, "acc,exam_id__2012-09": 0.36363636363636365, "acc,exam_id__2013-12": 0.45, "acc,exam_id__2013-10": 0.45, "acc,exam_id__2011-03": 0.35353535353535354, "acc,exam_id__2015-16": 0.425, "acc,exam_id__2010-02": 0.48, "acc,exam_id__2014-15": 0.5384615384615384, "main_score": 0.4405466970387244 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.8918518746598784, "acc,all": 0.8921568627450981, "main_score": 0.8918518746598784 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.8147012269363251, "mse,all": 0.4219526143790849, "main_score": 0.8147012269363251 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.774612205615942, "acc,all": 0.8492307692307692, "main_score": 0.774612205615942 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8009141994772555, "acc,all": 0.8064285714285714, "main_score": 0.8009141994772555 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.7324214911763549, "acc,all": 0.7743830787309048, "main_score": 0.7324214911763549 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5348047712369928, "acc,all": 0.6517412935323383, "main_score": 0.5348047712369928 } }, "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": 1620.962911126662, "min_seq_length": 1352, "max_seq_length": 2546, "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": 1673.63421418637, "min_seq_length": 1301, "max_seq_length": 2445, "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": 1410.9257403189067, "min_seq_length": 1130, "max_seq_length": 1925, "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": 1372.9064542483661, "min_seq_length": 1349, "max_seq_length": 1450, "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": 1649.9064542483661, "min_seq_length": 1626, "max_seq_length": 1727, "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": 1584.5907692307692, "min_seq_length": 1531, "max_seq_length": 1722, "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": 1166.0128571428572, "min_seq_length": 1144, "max_seq_length": 1426, "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": 1668.5417156286721, "min_seq_length": 1634, "max_seq_length": 1700, "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": 1421.3716417910448, "min_seq_length": 1401, "max_seq_length": 1469, "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 } }