{ "config_general": { "start_date": "2024-02-14T13-14-20.585602", "start_time": 1707916461.1529686, "end_time": 1707923018.9356952, "total_evaluation_time_seconds": 6557.78272652626, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "49bb1a47c0d32b4bfa6630a4eff04a857adcd4ca", "model_dtype": "float16", "model_memory_footprint": 43697871872, "model_num_parameters": 21827959296, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 8, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "NucleusAI/nucleus-22B-token-500B", "job_id": 191, "model_id": "NucleusAI/nucleus-22B-token-500B_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-02-05T23:11:04Z", "lm_eval_model_type": "huggingface", "eval_version": "1.0.0" }, "results": { "all_grouped_average": 0.2490030924510854, "all_grouped_npm": -0.05979554926598268, "all_grouped": { "enem_challenge": 0.2232330300909727, "bluex": 0.1808066759388039, "oab_exams": 0.269248291571754, "assin2_rte": 0.33965642015109887, "assin2_sts": 0.14105865232500697, "faquad_nli": 0.4396551724137931, "sparrow_pt": 0.14936340466616818 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.2232330300909727, "harness|bluex|bluex|None|3": 0.1808066759388039, "harness|oab_exams|oab_exams|None|3": 0.269248291571754, "harness|assin2_rte|assin2_rte|None|15": 0.33965642015109887, "harness|assin2_sts|assin2_sts|None|15": 0.14105865232500697, "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.007205438239920999, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.0671462829736211, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.12989801395598496 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.2232330300909727, "acc,exam_id__2015": 0.226890756302521, "acc,exam_id__2012": 0.13793103448275862, "acc,exam_id__2017": 0.2413793103448276, "acc,exam_id__2009": 0.19130434782608696, "acc,exam_id__2023": 0.26666666666666666, "acc,exam_id__2016_2": 0.25203252032520324, "acc,exam_id__2010": 0.20512820512820512, "acc,exam_id__2014": 0.24770642201834864, "acc,exam_id__2013": 0.14814814814814814, "acc,exam_id__2022": 0.24812030075187969, "acc,exam_id__2011": 0.24786324786324787, "acc,exam_id__2016": 0.24793388429752067, "main_score": 0.2232330300909727 }, "harness|bluex|bluex|None|3": { "acc,all": 0.1808066759388039, "acc,exam_id__UNICAMP_2022": 0.20512820512820512, "acc,exam_id__UNICAMP_2019": 0.16, "acc,exam_id__UNICAMP_2023": 0.2558139534883721, "acc,exam_id__UNICAMP_2018": 0.16666666666666666, "acc,exam_id__UNICAMP_2020": 0.16363636363636364, "acc,exam_id__USP_2024": 0.12195121951219512, "acc,exam_id__UNICAMP_2021_2": 0.1568627450980392, "acc,exam_id__USP_2022": 0.14285714285714285, "acc,exam_id__USP_2019": 0.225, "acc,exam_id__USP_2021": 0.19230769230769232, "acc,exam_id__USP_2023": 0.11363636363636363, "acc,exam_id__UNICAMP_2021_1": 0.2826086956521739, "acc,exam_id__UNICAMP_2024": 0.2222222222222222, "acc,exam_id__USP_2020": 0.19642857142857142, "acc,exam_id__USP_2018": 0.12962962962962962, "main_score": 0.1808066759388039 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.269248291571754, "acc,exam_id__2012-06a": 0.3, "acc,exam_id__2015-17": 0.19230769230769232, "acc,exam_id__2012-06": 0.225, "acc,exam_id__2014-15": 0.32051282051282054, "acc,exam_id__2016-20": 0.2375, "acc,exam_id__2013-10": 0.325, "acc,exam_id__2012-07": 0.3375, "acc,exam_id__2011-03": 0.2222222222222222, "acc,exam_id__2011-05": 0.2625, "acc,exam_id__2016-19": 0.23076923076923078, "acc,exam_id__2017-23": 0.275, "acc,exam_id__2017-22": 0.2375, "acc,exam_id__2018-25": 0.3, "acc,exam_id__2014-13": 0.2375, "acc,exam_id__2017-24": 0.35, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2014-14": 0.2375, "acc,exam_id__2011-04": 0.2375, "acc,exam_id__2013-12": 0.225, "acc,exam_id__2015-16": 0.25, "acc,exam_id__2016-21": 0.2625, "acc,exam_id__2013-11": 0.325, "acc,exam_id__2012-08": 0.3, "acc,exam_id__2016-20a": 0.2125, "acc,exam_id__2012-09": 0.3116883116883117, "acc,exam_id__2010-02": 0.29, "acc,exam_id__2015-18": 0.3125, "main_score": 0.269248291571754 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.33965642015109887, "acc,all": 0.502859477124183, "main_score": 0.33965642015109887 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.14105865232500697, "mse,all": 2.4182761437908504, "main_score": 0.14105865232500697 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.4396551724137931, "acc,all": 0.7846153846153846, "main_score": 0.4396551724137931 }, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { "f1_macro,all": 0.007205438239920999, "acc,all": 0.04, "main_score": 0.007205438239920999 }, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { "f1_macro,all": 0.3932038834951456, "acc,all": 0.648, "main_score": 0.3932038834951456 }, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { "f1_macro,all": 0.0671462829736211, "acc,all": 0.112, "main_score": 0.0671462829736211 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "f1_macro,all": 0.12989801395598496, "acc,all": 0.242, "main_score": 0.12989801395598496 } }, "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": 12, "non_truncated": 1417, "padded": 0, "non_padded": 1429, "fewshots_truncated": 14, "mean_seq_length": 1532.9881035689293, "min_seq_length": 1280, "max_seq_length": 2572, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9902029391182645 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 4, "non_truncated": 715, "padded": 0, "non_padded": 719, "fewshots_truncated": 4, "mean_seq_length": 1364.7426981919332, "min_seq_length": 998, "max_seq_length": 2124, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9944367176634215 }, "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": 1306.4145785876992, "min_seq_length": 1051, "max_seq_length": 1788, "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": 1182.9889705882354, "min_seq_length": 1160, "max_seq_length": 1249, "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": 1415.9889705882354, "min_seq_length": 1393, "max_seq_length": 1482, "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": 1473.1184615384616, "min_seq_length": 1421, "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|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": 1696.204, "min_seq_length": 1674, "max_seq_length": 1744, "max_ctx_length": 2016, "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": 1708.588, "min_seq_length": 1684, "max_seq_length": 1767, "max_ctx_length": 2016, "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": 1422.44, "min_seq_length": 1405, "max_seq_length": 1458, "max_ctx_length": 2016, "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": 1573.854, "min_seq_length": 1556, "max_seq_length": 1605, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 16, "non_truncated": 11873, "padded": 0, "non_padded": 11889, "fewshots_truncated": 18 } }