{ "config_general": { "start_date": "2024-04-12T00-04-18.015443", "start_time": 1712880258.8448026, "end_time": 1712888462.6114328, "total_evaluation_time_seconds": 8203.76663017273, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "a038fb5d19a0373b5158f3c014d37ca9f82882ba", "model_dtype": "bfloat16", "model_memory_footprint": 3725320960, "model_num_parameters": 1831201280, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 1, "max_length": 2560, "max_ctx_length": 2528, "max_gen_toks": 32, "model_name": "h2oai/h2o-danube2-1.8b-base", "job_id": 417, "model_id": "h2oai/h2o-danube2-1.8b-base_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "MistralForCausalLM", "submitted_time": "2024-04-09T04:44:14Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.4405982310960892, "all_grouped_npm": 0.1771935942272168, "all_grouped": { "enem_challenge": 0.271518544436669, "bluex": 0.28372739916550765, "oab_exams": 0.26651480637813213, "assin2_rte": 0.6292397280327922, "assin2_sts": 0.26950270669436893, "faquad_nli": 0.4396551724137931, "hatebr_offensive": 0.8164863143512329, "portuguese_hate_speech": 0.49335792083652763, "tweetsentbr": 0.49538148755578 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.271518544436669, "harness|bluex|bluex|None|3": 0.28372739916550765, "harness|oab_exams|oab_exams|None|3": 0.26651480637813213, "harness|assin2_rte|assin2_rte|None|15": 0.6292397280327922, "harness|assin2_sts|assin2_sts|None|15": 0.26950270669436893, "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8164863143512329, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.49335792083652763, "harness|tweetsentbr|tweetsentbr|None|25": 0.49538148755578 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.271518544436669, "acc,exam_id__2009": 0.2608695652173913, "acc,exam_id__2016_2": 0.2764227642276423, "acc,exam_id__2017": 0.27586206896551724, "acc,exam_id__2010": 0.27350427350427353, "acc,exam_id__2014": 0.28440366972477066, "acc,exam_id__2023": 0.3037037037037037, "acc,exam_id__2016": 0.2396694214876033, "acc,exam_id__2015": 0.226890756302521, "acc,exam_id__2013": 0.3055555555555556, "acc,exam_id__2012": 0.2672413793103448, "acc,exam_id__2011": 0.24786324786324787, "acc,exam_id__2022": 0.2932330827067669, "main_score": 0.271518544436669 }, "harness|bluex|bluex|None|3": { "acc,all": 0.28372739916550765, "acc,exam_id__UNICAMP_2020": 0.21818181818181817, "acc,exam_id__UNICAMP_2023": 0.46511627906976744, "acc,exam_id__USP_2020": 0.32142857142857145, "acc,exam_id__UNICAMP_2021_1": 0.3695652173913043, "acc,exam_id__UNICAMP_2018": 0.2777777777777778, "acc,exam_id__USP_2022": 0.16326530612244897, "acc,exam_id__USP_2024": 0.2682926829268293, "acc,exam_id__UNICAMP_2022": 0.2564102564102564, "acc,exam_id__UNICAMP_2024": 0.37777777777777777, "acc,exam_id__USP_2021": 0.21153846153846154, "acc,exam_id__USP_2018": 0.25925925925925924, "acc,exam_id__UNICAMP_2019": 0.28, "acc,exam_id__UNICAMP_2021_2": 0.29411764705882354, "acc,exam_id__USP_2019": 0.325, "acc,exam_id__USP_2023": 0.20454545454545456, "main_score": 0.28372739916550765 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.26651480637813213, "acc,exam_id__2012-09": 0.2077922077922078, "acc,exam_id__2012-06": 0.2, "acc,exam_id__2012-07": 0.25, "acc,exam_id__2010-02": 0.27, "acc,exam_id__2013-11": 0.2, "acc,exam_id__2016-21": 0.275, "acc,exam_id__2017-22": 0.3125, "acc,exam_id__2016-20a": 0.275, "acc,exam_id__2013-10": 0.25, "acc,exam_id__2011-03": 0.21212121212121213, "acc,exam_id__2017-23": 0.325, "acc,exam_id__2011-04": 0.225, "acc,exam_id__2016-19": 0.2692307692307692, "acc,exam_id__2016-20": 0.325, "acc,exam_id__2017-24": 0.25, "acc,exam_id__2014-13": 0.275, "acc,exam_id__2011-05": 0.325, "acc,exam_id__2014-14": 0.2875, "acc,exam_id__2013-12": 0.275, "acc,exam_id__2012-08": 0.2375, "acc,exam_id__2014-15": 0.3333333333333333, "acc,exam_id__2015-17": 0.358974358974359, "acc,exam_id__2012-06a": 0.275, "acc,exam_id__2015-18": 0.2625, "acc,exam_id__2010-01": 0.2235294117647059, "acc,exam_id__2015-16": 0.3, "acc,exam_id__2018-25": 0.2125, "main_score": 0.26651480637813213 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.6292397280327922, "acc,all": 0.6576797385620915, "main_score": 0.6292397280327922 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.26950270669436893, "mse,all": 1.357732843137255, "main_score": 0.26950270669436893 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.4396551724137931, "acc,all": 0.7846153846153846, "main_score": 0.4396551724137931 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8164863143512329, "acc,all": 0.8178571428571428, "main_score": 0.8164863143512329 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.49335792083652763, "acc,all": 0.4935370152761457, "main_score": 0.49335792083652763 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.49538148755578, "acc,all": 0.6029850746268657, "main_score": 0.49538148755578 } }, "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": 1, "non_truncated": 1428, "padded": 0, "non_padded": 1429, "fewshots_truncated": 1, "mean_seq_length": 1619.039188243527, "min_seq_length": 1353, "max_seq_length": 2617, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9993002099370187 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 0, "non_truncated": 719, "padded": 0, "non_padded": 719, "fewshots_truncated": 0, "mean_seq_length": 1718.9262865090404, "min_seq_length": 1342, "max_seq_length": 2519, "max_ctx_length": 2528, "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": 1364.764464692483, "min_seq_length": 1098, "max_seq_length": 1867, "max_ctx_length": 2528, "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": 1368.7455065359477, "min_seq_length": 1345, "max_seq_length": 1435, "max_ctx_length": 2528, "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": 1592.7455065359477, "min_seq_length": 1569, "max_seq_length": 1659, "max_ctx_length": 2528, "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": 1593.9876923076922, "min_seq_length": 1538, "max_seq_length": 1714, "max_ctx_length": 2528, "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": 1304.3878571428572, "min_seq_length": 1281, "max_seq_length": 1555, "max_ctx_length": 2528, "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": 1805.3360752056403, "min_seq_length": 1770, "max_seq_length": 1844, "max_ctx_length": 2528, "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": 1551.2492537313433, "min_seq_length": 1530, "max_seq_length": 1646, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 1, "non_truncated": 14149, "padded": 0, "non_padded": 14150, "fewshots_truncated": 1 } }