{ "config_general": { "start_date": "2024-02-12T12-58-00.419466", "start_time": 1707742681.4548767, "end_time": 1707765430.7312908, "total_evaluation_time_seconds": 22749.27641415596, "has_chat_template": false, "chat_type": null, "n_gpus": 2, "accelerate_num_process": null, "model_sha": "c3f813a1121c95488a20132d3a4da89f4a46452f", "model_dtype": "bfloat16", "model_memory_footprint": 135049256704, "model_num_parameters": 67425001472, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 2, "max_length": 4096, "max_ctx_length": 4064, "max_gen_toks": 32, "model_name": "deepseek-ai/deepseek-llm-67b-base", "job_id": 176, "model_id": "deepseek-ai/deepseek-llm-67b-base_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-02-05T23:10:09Z", "lm_eval_model_type": "huggingface", "eval_version": "1.0.0" }, "results": { "all_grouped_average": 0.5944339438028746, "all_grouped_npm": 0.4267772506411939, "all_grouped": { "enem_challenge": 0.7333799860041987, "bluex": 0.6244784422809457, "oab_exams": 0.532118451025057, "assin2_rte": 0.6950181531654831, "assin2_sts": 0.5337084187331966, "faquad_nli": 0.6754332808144468, "sparrow_pt": 0.36690087459679466 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.7333799860041987, "harness|bluex|bluex|None|3": 0.6244784422809457, "harness|oab_exams|oab_exams|None|3": 0.532118451025057, "harness|assin2_rte|assin2_rte|None|15": 0.6950181531654831, "harness|assin2_sts|assin2_sts|None|15": 0.5337084187331966, "harness|faquad_nli|faquad_nli|None|15": 0.6754332808144468, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.08852743450201345, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.510894817930596, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.5224209601499515, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.3457602858046176 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.7333799860041987, "acc,exam_id__2011": 0.7948717948717948, "acc,exam_id__2013": 0.6944444444444444, "acc,exam_id__2017": 0.7068965517241379, "acc,exam_id__2009": 0.7130434782608696, "acc,exam_id__2012": 0.7586206896551724, "acc,exam_id__2010": 0.7521367521367521, "acc,exam_id__2023": 0.7481481481481481, "acc,exam_id__2016": 0.7107438016528925, "acc,exam_id__2022": 0.6992481203007519, "acc,exam_id__2015": 0.773109243697479, "acc,exam_id__2014": 0.7247706422018348, "acc,exam_id__2016_2": 0.7235772357723578, "main_score": 0.7333799860041987 }, "harness|bluex|bluex|None|3": { "acc,all": 0.6244784422809457, "acc,exam_id__UNICAMP_2019": 0.6, "acc,exam_id__UNICAMP_2023": 0.6046511627906976, "acc,exam_id__UNICAMP_2021_1": 0.6304347826086957, "acc,exam_id__UNICAMP_2021_2": 0.5686274509803921, "acc,exam_id__USP_2021": 0.6346153846153846, "acc,exam_id__UNICAMP_2024": 0.6444444444444445, "acc,exam_id__UNICAMP_2020": 0.5636363636363636, "acc,exam_id__USP_2023": 0.75, "acc,exam_id__USP_2024": 0.8048780487804879, "acc,exam_id__UNICAMP_2018": 0.5370370370370371, "acc,exam_id__USP_2019": 0.6, "acc,exam_id__USP_2018": 0.5740740740740741, "acc,exam_id__USP_2020": 0.625, "acc,exam_id__UNICAMP_2022": 0.6666666666666666, "acc,exam_id__USP_2022": 0.6326530612244898, "main_score": 0.6244784422809457 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.532118451025057, "acc,exam_id__2017-23": 0.4875, "acc,exam_id__2010-01": 0.4235294117647059, "acc,exam_id__2014-14": 0.5875, "acc,exam_id__2013-11": 0.5125, "acc,exam_id__2011-03": 0.5151515151515151, "acc,exam_id__2014-15": 0.5769230769230769, "acc,exam_id__2011-04": 0.425, "acc,exam_id__2015-16": 0.5375, "acc,exam_id__2012-09": 0.37662337662337664, "acc,exam_id__2012-07": 0.5375, "acc,exam_id__2018-25": 0.475, "acc,exam_id__2012-06": 0.525, "acc,exam_id__2016-21": 0.55, "acc,exam_id__2016-20": 0.575, "acc,exam_id__2012-08": 0.475, "acc,exam_id__2013-12": 0.575, "acc,exam_id__2012-06a": 0.5625, "acc,exam_id__2013-10": 0.6125, "acc,exam_id__2015-17": 0.6410256410256411, "acc,exam_id__2014-13": 0.55, "acc,exam_id__2016-20a": 0.55, "acc,exam_id__2015-18": 0.5375, "acc,exam_id__2017-22": 0.5125, "acc,exam_id__2011-05": 0.625, "acc,exam_id__2017-24": 0.5625, "acc,exam_id__2010-02": 0.56, "acc,exam_id__2016-19": 0.5, "main_score": 0.532118451025057 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.6950181531654831, "acc,all": 0.7181372549019608, "main_score": 0.6950181531654831 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.5337084187331966, "mse,all": 1.683774509803922, "main_score": 0.5337084187331966 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.6754332808144468, "acc,all": 0.8415384615384616, "main_score": 0.6754332808144468 }, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { "f1_macro,all": 0.08852743450201345, "acc,all": 0.142, "main_score": 0.08852743450201345 }, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { "f1_macro,all": 0.510894817930596, "acc,all": 0.68, "main_score": 0.510894817930596 }, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { "f1_macro,all": 0.5224209601499515, "acc,all": 0.592, "main_score": 0.5224209601499515 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "f1_macro,all": 0.3457602858046176, "acc,all": 0.396, "main_score": 0.3457602858046176 } }, "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|sparrow_pt|sparrow_emotion-2021-cortiz-por": "LM Harness task", "harness|sparrow_pt|sparrow_hate-2019-fortuna-por": "LM Harness task", "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": "LM Harness task", "harness|sparrow_pt|sparrow_sentiment-2018-brum-por": "LM Harness task" }, "versions": { "all": 0, "harness|enem_challenge|enem_challenge": 1.0, "harness|bluex|bluex": 1.0, "harness|oab_exams|oab_exams": 1.4, "harness|assin2_rte|assin2_rte": 1.0, "harness|assin2_sts|assin2_sts": 1.0, "harness|faquad_nli|faquad_nli": 1.0, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": 1.0, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por": 1.0, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": 1.0, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por": 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": 1609.0531840447866, "min_seq_length": 1347, "max_seq_length": 2592, "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": 1353.923504867872, "min_seq_length": 983, "max_seq_length": 2161, "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": 1378.713895216401, "min_seq_length": 1105, "max_seq_length": 1880, "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": 1283.6025326797385, "min_seq_length": 1260, "max_seq_length": 1354, "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": 1463.6025326797385, "min_seq_length": 1440, "max_seq_length": 1534, "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": 1541.9830769230769, "min_seq_length": 1487, "max_seq_length": 1660, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 15.0, "mean_effective_fewshot_size": 15.0 }, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { "sample_size": 500, "truncated": 0, "non_truncated": 500, "padded": 0, "non_padded": 500, "fewshots_truncated": 0, "mean_seq_length": 1685.878, "min_seq_length": 1664, "max_seq_length": 1716, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 }, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { "sample_size": 500, "truncated": 0, "non_truncated": 500, "padded": 0, "non_padded": 500, "fewshots_truncated": 0, "mean_seq_length": 1677.074, "min_seq_length": 1653, "max_seq_length": 1715, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 }, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { "sample_size": 500, "truncated": 0, "non_truncated": 500, "padded": 0, "non_padded": 500, "fewshots_truncated": 0, "mean_seq_length": 1352.518, "min_seq_length": 1335, "max_seq_length": 1390, "max_ctx_length": 4064, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "sample_size": 500, "truncated": 0, "non_truncated": 500, "padded": 0, "non_padded": 500, "fewshots_truncated": 0, "mean_seq_length": 1510.93, "min_seq_length": 1493, "max_seq_length": 1544, "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": 11889, "padded": 0, "non_padded": 11889, "fewshots_truncated": 0 } }