{ "config_general": { "start_date": "2024-02-06T17-34-10.550582", "start_time": 1707240851.5743992, "end_time": 1707250752.6851323, "total_evaluation_time_seconds": 9901.110733032227, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "4878a7614d32b8a051ed628c8986e29e9a8ee4a3", "model_dtype": "bfloat16", "model_memory_footprint": 2211633920, "model_num_parameters": 1100048384, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:1", "batch_size": 64, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "lrds-code/samba-1.1B", "job_id": 16, "model_id": "lrds-code/samba-1.1B_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-02-05T23:03:27Z", "lm_eval_model_type": "huggingface", "eval_version": "1.0.0" }, "results": { "all_grouped_average": 0.1632692611086404, "all_grouped_npm": -0.17858284068410174, "all_grouped": { "enem_challenge": 0.08117564730580826, "bluex": 0.059805285118219746, "oab_exams": 0.15535307517084282, "assin2_rte": 0.45131674757281554, "assin2_sts": 0.10316280984073979, "faquad_nli": 0.17721518987341772, "sparrow_pt": 0.11485607287863886 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.08117564730580826, "harness|bluex|bluex|None|3": 0.059805285118219746, "harness|oab_exams|oab_exams|None|3": 0.15535307517084282, "harness|assin2_rte|assin2_rte|None|15": 0.45131674757281554, "harness|assin2_sts|assin2_sts|None|15": 0.10316280984073979, "harness|faquad_nli|faquad_nli|None|15": 0.17721518987341772, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.02507096654102099, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.013157894736842105, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.027991546741546743 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.08117564730580826, "acc,exam_id__2016_2": 0.04065040650406504, "acc,exam_id__2016": 0.10743801652892562, "acc,exam_id__2010": 0.08547008547008547, "acc,exam_id__2014": 0.10091743119266056, "acc,exam_id__2023": 0.1111111111111111, "acc,exam_id__2017": 0.1206896551724138, "acc,exam_id__2015": 0.058823529411764705, "acc,exam_id__2012": 0.10344827586206896, "acc,exam_id__2022": 0.05263157894736842, "acc,exam_id__2013": 0.06481481481481481, "acc,exam_id__2009": 0.043478260869565216, "acc,exam_id__2011": 0.08547008547008547, "main_score": 0.08117564730580826 }, "harness|bluex|bluex|None|3": { "acc,all": 0.059805285118219746, "acc,exam_id__USP_2019": 0.075, "acc,exam_id__UNICAMP_2018": 0.037037037037037035, "acc,exam_id__UNICAMP_2020": 0.07272727272727272, "acc,exam_id__UNICAMP_2023": 0.13953488372093023, "acc,exam_id__UNICAMP_2024": 0.08888888888888889, "acc,exam_id__UNICAMP_2019": 0.06, "acc,exam_id__UNICAMP_2021_2": 0.0392156862745098, "acc,exam_id__USP_2022": 0.061224489795918366, "acc,exam_id__USP_2020": 0.07142857142857142, "acc,exam_id__USP_2018": 0.018518518518518517, "acc,exam_id__USP_2021": 0.019230769230769232, "acc,exam_id__USP_2023": 0.0, "acc,exam_id__USP_2024": 0.07317073170731707, "acc,exam_id__UNICAMP_2021_1": 0.08695652173913043, "acc,exam_id__UNICAMP_2022": 0.07692307692307693, "main_score": 0.059805285118219746 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.15535307517084282, "acc,exam_id__2014-13": 0.1625, "acc,exam_id__2012-07": 0.125, "acc,exam_id__2012-09": 0.12987012987012986, "acc,exam_id__2011-03": 0.18181818181818182, "acc,exam_id__2012-08": 0.2, "acc,exam_id__2015-17": 0.15384615384615385, "acc,exam_id__2014-15": 0.14102564102564102, "acc,exam_id__2017-24": 0.0875, "acc,exam_id__2015-16": 0.15, "acc,exam_id__2017-23": 0.125, "acc,exam_id__2011-04": 0.2, "acc,exam_id__2010-02": 0.19, "acc,exam_id__2016-19": 0.1282051282051282, "acc,exam_id__2012-06": 0.2125, "acc,exam_id__2012-06a": 0.175, "acc,exam_id__2013-12": 0.125, "acc,exam_id__2017-22": 0.1375, "acc,exam_id__2010-01": 0.17647058823529413, "acc,exam_id__2013-10": 0.1875, "acc,exam_id__2014-14": 0.1625, "acc,exam_id__2018-25": 0.15, "acc,exam_id__2016-20a": 0.2, "acc,exam_id__2015-18": 0.15, "acc,exam_id__2011-05": 0.1875, "acc,exam_id__2013-11": 0.1125, "acc,exam_id__2016-20": 0.125, "acc,exam_id__2016-21": 0.1, "main_score": 0.15535307517084282 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.45131674757281554, "acc,all": 0.5171568627450981, "main_score": 0.45131674757281554 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.10316280984073979, "mse,all": 5.966230186402165, "main_score": 0.10316280984073979 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.17721518987341772, "acc,all": 0.2153846153846154, "main_score": 0.17721518987341772 }, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { "f1_macro,all": 0.02507096654102099, "acc,all": 0.054, "main_score": 0.02507096654102099 }, "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": 0.013157894736842105, "acc,all": 0.02, "main_score": 0.013157894736842105 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "f1_macro,all": 0.027991546741546743, "acc,all": 0.022, "main_score": 0.027991546741546743 } }, "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": 23, "non_truncated": 1406, "padded": 0, "non_padded": 1429, "fewshots_truncated": 25, "mean_seq_length": 1605.9881035689293, "min_seq_length": 1353, "max_seq_length": 2645, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9825052484254724 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 4, "non_truncated": 715, "padded": 0, "non_padded": 719, "fewshots_truncated": 4, "mean_seq_length": 1437.7426981919332, "min_seq_length": 1071, "max_seq_length": 2197, "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": 1379.4145785876992, "min_seq_length": 1124, "max_seq_length": 1861, "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": 1459.9889705882354, "min_seq_length": 1437, "max_seq_length": 1526, "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": 1677.9889705882354, "min_seq_length": 1655, "max_seq_length": 1744, "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": 1750.1184615384616, "min_seq_length": 1698, "max_seq_length": 1857, "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": 500, "non_truncated": 0, "padded": 0, "non_padded": 500, "fewshots_truncated": 1135, "mean_seq_length": 2146.204, "min_seq_length": 2124, "max_seq_length": 2194, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 22.73 }, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { "sample_size": 500, "truncated": 500, "non_truncated": 0, "padded": 0, "non_padded": 500, "fewshots_truncated": 1011, "mean_seq_length": 2155.588, "min_seq_length": 2131, "max_seq_length": 2214, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 22.978 }, "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": 1877.44, "min_seq_length": 1860, "max_seq_length": 1913, "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": 453, "non_truncated": 47, "padded": 0, "non_padded": 500, "fewshots_truncated": 453, "mean_seq_length": 2028.854, "min_seq_length": 2011, "max_seq_length": 2060, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 24.094 } }, "summary_general": { "truncated": 1480, "non_truncated": 10409, "padded": 0, "non_padded": 11889, "fewshots_truncated": 2628 } }