|
{ |
|
"config_general": { |
|
"start_date": "2024-02-14T07-17-19.452890", |
|
"start_time": 1707895040.6935632, |
|
"end_time": 1707957650.6709824, |
|
"total_evaluation_time_seconds": 62609.977419137955, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "150ebc2c4b72291e770f58e6057481c8d2ed331a", |
|
"model_dtype": "bfloat16", |
|
"model_memory_footprint": 1475336192, |
|
"model_num_parameters": 737668096, |
|
"model_is_loaded_in_4bit": false, |
|
"model_is_loaded_in_8bit": false, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:1", |
|
"batch_size": 256, |
|
"max_length": 512, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"model_name": "t5-large", |
|
"job_id": 190, |
|
"model_id": "t5-large_eval_request_False_bfloat16_Original", |
|
"model_base_model": "", |
|
"model_weight_type": "Original", |
|
"model_revision": "main", |
|
"model_private": false, |
|
"model_type": "🟢 : pretrained", |
|
"model_architectures": "T5ForConditionalGeneration", |
|
"submitted_time": "2024-02-05T23:10:49Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.0.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.1197666915572917, |
|
"all_grouped_npm": -0.26243511790837964, |
|
"all_grouped": { |
|
"enem_challenge": 0.12946116165150454, |
|
"bluex": 0.12795549374130738, |
|
"oab_exams": 0.17904328018223234, |
|
"assin2_rte": 0.22304799920442644, |
|
"assin2_sts": 0.028640141503653436, |
|
"faquad_nli": 0.0948509485094851, |
|
"sparrow_pt": 0.055367816108432645 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.12946116165150454, |
|
"harness|bluex|bluex|None|3": 0.12795549374130738, |
|
"harness|oab_exams|oab_exams|None|3": 0.17904328018223234, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.22304799920442644, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.028640141503653436, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.0948509485094851, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.008133525374904686, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.03743797306258718, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.04560439560439561, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.1302953703918431 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.12946116165150454, |
|
"acc,exam_id__2015": 0.10084033613445378, |
|
"acc,exam_id__2012": 0.15517241379310345, |
|
"acc,exam_id__2017": 0.16379310344827586, |
|
"acc,exam_id__2009": 0.14782608695652175, |
|
"acc,exam_id__2023": 0.18518518518518517, |
|
"acc,exam_id__2016_2": 0.12195121951219512, |
|
"acc,exam_id__2010": 0.08547008547008547, |
|
"acc,exam_id__2014": 0.11926605504587157, |
|
"acc,exam_id__2013": 0.12962962962962962, |
|
"acc,exam_id__2022": 0.10526315789473684, |
|
"acc,exam_id__2011": 0.11965811965811966, |
|
"acc,exam_id__2016": 0.11570247933884298, |
|
"main_score": 0.12946116165150454 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.12795549374130738, |
|
"acc,exam_id__UNICAMP_2022": 0.1282051282051282, |
|
"acc,exam_id__UNICAMP_2019": 0.16, |
|
"acc,exam_id__UNICAMP_2023": 0.16279069767441862, |
|
"acc,exam_id__UNICAMP_2018": 0.1111111111111111, |
|
"acc,exam_id__UNICAMP_2020": 0.10909090909090909, |
|
"acc,exam_id__USP_2024": 0.0975609756097561, |
|
"acc,exam_id__UNICAMP_2021_2": 0.0392156862745098, |
|
"acc,exam_id__USP_2022": 0.16326530612244897, |
|
"acc,exam_id__USP_2019": 0.2, |
|
"acc,exam_id__USP_2021": 0.1346153846153846, |
|
"acc,exam_id__USP_2023": 0.11363636363636363, |
|
"acc,exam_id__UNICAMP_2021_1": 0.21739130434782608, |
|
"acc,exam_id__UNICAMP_2024": 0.08888888888888889, |
|
"acc,exam_id__USP_2020": 0.14285714285714285, |
|
"acc,exam_id__USP_2018": 0.07407407407407407, |
|
"main_score": 0.12795549374130738 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.17904328018223234, |
|
"acc,exam_id__2012-06a": 0.1625, |
|
"acc,exam_id__2015-17": 0.19230769230769232, |
|
"acc,exam_id__2012-06": 0.1375, |
|
"acc,exam_id__2014-15": 0.20512820512820512, |
|
"acc,exam_id__2016-20": 0.2125, |
|
"acc,exam_id__2013-10": 0.1875, |
|
"acc,exam_id__2012-07": 0.15, |
|
"acc,exam_id__2011-03": 0.20202020202020202, |
|
"acc,exam_id__2011-05": 0.1625, |
|
"acc,exam_id__2016-19": 0.1282051282051282, |
|
"acc,exam_id__2017-23": 0.2125, |
|
"acc,exam_id__2017-22": 0.25, |
|
"acc,exam_id__2018-25": 0.1875, |
|
"acc,exam_id__2014-13": 0.2, |
|
"acc,exam_id__2017-24": 0.1625, |
|
"acc,exam_id__2010-01": 0.17647058823529413, |
|
"acc,exam_id__2014-14": 0.25, |
|
"acc,exam_id__2011-04": 0.15, |
|
"acc,exam_id__2013-12": 0.1375, |
|
"acc,exam_id__2015-16": 0.2375, |
|
"acc,exam_id__2016-21": 0.1625, |
|
"acc,exam_id__2013-11": 0.1, |
|
"acc,exam_id__2012-08": 0.175, |
|
"acc,exam_id__2016-20a": 0.1875, |
|
"acc,exam_id__2012-09": 0.16883116883116883, |
|
"acc,exam_id__2010-02": 0.16, |
|
"acc,exam_id__2015-18": 0.175, |
|
"main_score": 0.17904328018223234 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.22304799920442644, |
|
"acc,all": 0.4918300653594771, |
|
"main_score": 0.22304799920442644 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.028640141503653436, |
|
"mse,all": 3.018730392536584, |
|
"main_score": 0.028640141503653436 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.0948509485094851, |
|
"acc,all": 0.1076923076923077, |
|
"main_score": 0.0948509485094851 |
|
}, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { |
|
"f1_macro,all": 0.008133525374904686, |
|
"acc,all": 0.02, |
|
"main_score": 0.008133525374904686 |
|
}, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { |
|
"f1_macro,all": 0.03743797306258718, |
|
"acc,all": 0.03, |
|
"main_score": 0.03743797306258718 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { |
|
"f1_macro,all": 0.04560439560439561, |
|
"acc,all": 0.066, |
|
"main_score": 0.04560439560439561 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { |
|
"f1_macro,all": 0.1302953703918431, |
|
"acc,all": 0.142, |
|
"main_score": 0.1302953703918431 |
|
} |
|
}, |
|
"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": 1429, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 4287, |
|
"mean_seq_length": 2044.8621413575927, |
|
"min_seq_length": 1661, |
|
"max_seq_length": 3599, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 0.0 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 719, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 2151, |
|
"mean_seq_length": 1519.172461752434, |
|
"min_seq_length": 1067, |
|
"max_seq_length": 2534, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 0.008344923504867872 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"sample_size": 2195, |
|
"truncated": 2195, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 2195, |
|
"fewshots_truncated": 6585, |
|
"mean_seq_length": 1896.5220956719818, |
|
"min_seq_length": 1504, |
|
"max_seq_length": 2591, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 0.0 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"sample_size": 2448, |
|
"truncated": 2448, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 2448, |
|
"fewshots_truncated": 28762, |
|
"mean_seq_length": 1539.3235294117646, |
|
"min_seq_length": 1507, |
|
"max_seq_length": 1647, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 3.2508169934640523 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"sample_size": 2448, |
|
"truncated": 2448, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 2448, |
|
"fewshots_truncated": 29438, |
|
"mean_seq_length": 1636.3235294117646, |
|
"min_seq_length": 1604, |
|
"max_seq_length": 1744, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 2.974673202614379 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"sample_size": 650, |
|
"truncated": 650, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 650, |
|
"fewshots_truncated": 8512, |
|
"mean_seq_length": 2113.7323076923076, |
|
"min_seq_length": 2035, |
|
"max_seq_length": 2296, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 1.9046153846153846 |
|
}, |
|
"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": 11143, |
|
"mean_seq_length": 2106.734, |
|
"min_seq_length": 2075, |
|
"max_seq_length": 2155, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 2.714 |
|
}, |
|
"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": 10166, |
|
"mean_seq_length": 1940.636, |
|
"min_seq_length": 1905, |
|
"max_seq_length": 1995, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 4.668 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 500, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 9767, |
|
"mean_seq_length": 1718.8, |
|
"min_seq_length": 1693, |
|
"max_seq_length": 1770, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 5.466 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 500, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 10000, |
|
"mean_seq_length": 1964.206, |
|
"min_seq_length": 1939, |
|
"max_seq_length": 2018, |
|
"max_ctx_length": 512, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 5.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 11889, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 11889, |
|
"fewshots_truncated": 120811 |
|
} |
|
} |