llm_pt_leaderboard_results
/
EleutherAI
/pythia-12b-deduped
/results_2024-02-14T18-51-32.259622.json
{ | |
"config_general": { | |
"start_date": "2024-02-14T18-51-32.259622", | |
"start_time": 1707936692.90517, | |
"end_time": 1707941904.6313593, | |
"total_evaluation_time_seconds": 5211.726189374924, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "39c1bd94f9dbe4ebd1d191f364cb33a2e5c47707", | |
"model_dtype": "float16", | |
"model_memory_footprint": 23852579144, | |
"model_num_parameters": 11846072320, | |
"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": "EleutherAI/pythia-12b-deduped", | |
"job_id": 199, | |
"model_id": "EleutherAI/pythia-12b-deduped_eval_request_False_float16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "🟢 : pretrained", | |
"model_architectures": "GPTNeoXForCausalLM", | |
"submitted_time": "2024-02-05T23:11:53Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.0.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.24771731372243738, | |
"all_grouped_npm": -0.05730030865088216, | |
"all_grouped": { | |
"enem_challenge": 0.1973407977606718, | |
"bluex": 0.22809457579972184, | |
"oab_exams": 0.23599088838268792, | |
"assin2_rte": 0.33424046164366045, | |
"assin2_sts": 0.062042189457896954, | |
"faquad_nli": 0.43771626297577854, | |
"sparrow_pt": 0.23859602003664446 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.1973407977606718, | |
"harness|bluex|bluex|None|3": 0.22809457579972184, | |
"harness|oab_exams|oab_exams|None|3": 0.23599088838268792, | |
"harness|assin2_rte|assin2_rte|None|15": 0.33424046164366045, | |
"harness|assin2_sts|assin2_sts|None|15": 0.062042189457896954, | |
"harness|faquad_nli|faquad_nli|None|15": 0.43771626297577854, | |
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.07310658184012911, | |
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, | |
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.1576027764453599, | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.33047083836594315 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.1973407977606718, | |
"acc,exam_id__2015": 0.11764705882352941, | |
"acc,exam_id__2012": 0.2413793103448276, | |
"acc,exam_id__2017": 0.20689655172413793, | |
"acc,exam_id__2009": 0.11304347826086956, | |
"acc,exam_id__2023": 0.2, | |
"acc,exam_id__2016_2": 0.22764227642276422, | |
"acc,exam_id__2010": 0.24786324786324787, | |
"acc,exam_id__2014": 0.22935779816513763, | |
"acc,exam_id__2013": 0.25, | |
"acc,exam_id__2022": 0.19548872180451127, | |
"acc,exam_id__2011": 0.1794871794871795, | |
"acc,exam_id__2016": 0.1652892561983471, | |
"main_score": 0.1973407977606718 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.22809457579972184, | |
"acc,exam_id__UNICAMP_2022": 0.41025641025641024, | |
"acc,exam_id__UNICAMP_2019": 0.38, | |
"acc,exam_id__UNICAMP_2023": 0.37209302325581395, | |
"acc,exam_id__UNICAMP_2018": 0.2037037037037037, | |
"acc,exam_id__UNICAMP_2020": 0.16363636363636364, | |
"acc,exam_id__USP_2024": 0.12195121951219512, | |
"acc,exam_id__UNICAMP_2021_2": 0.23529411764705882, | |
"acc,exam_id__USP_2022": 0.14285714285714285, | |
"acc,exam_id__USP_2019": 0.125, | |
"acc,exam_id__USP_2021": 0.17307692307692307, | |
"acc,exam_id__USP_2023": 0.11363636363636363, | |
"acc,exam_id__UNICAMP_2021_1": 0.2391304347826087, | |
"acc,exam_id__UNICAMP_2024": 0.3333333333333333, | |
"acc,exam_id__USP_2020": 0.2857142857142857, | |
"acc,exam_id__USP_2018": 0.14814814814814814, | |
"main_score": 0.22809457579972184 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.23599088838268792, | |
"acc,exam_id__2012-06a": 0.2625, | |
"acc,exam_id__2015-17": 0.2564102564102564, | |
"acc,exam_id__2012-06": 0.2375, | |
"acc,exam_id__2014-15": 0.23076923076923078, | |
"acc,exam_id__2016-20": 0.225, | |
"acc,exam_id__2013-10": 0.2, | |
"acc,exam_id__2012-07": 0.125, | |
"acc,exam_id__2011-03": 0.21212121212121213, | |
"acc,exam_id__2011-05": 0.25, | |
"acc,exam_id__2016-19": 0.20512820512820512, | |
"acc,exam_id__2017-23": 0.225, | |
"acc,exam_id__2017-22": 0.25, | |
"acc,exam_id__2018-25": 0.2875, | |
"acc,exam_id__2014-13": 0.225, | |
"acc,exam_id__2017-24": 0.1875, | |
"acc,exam_id__2010-01": 0.3058823529411765, | |
"acc,exam_id__2014-14": 0.225, | |
"acc,exam_id__2011-04": 0.25, | |
"acc,exam_id__2013-12": 0.225, | |
"acc,exam_id__2015-16": 0.275, | |
"acc,exam_id__2016-21": 0.2375, | |
"acc,exam_id__2013-11": 0.2, | |
"acc,exam_id__2012-08": 0.2625, | |
"acc,exam_id__2016-20a": 0.2875, | |
"acc,exam_id__2012-09": 0.23376623376623376, | |
"acc,exam_id__2010-02": 0.23, | |
"acc,exam_id__2015-18": 0.2625, | |
"main_score": 0.23599088838268792 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.33424046164366045, | |
"acc,all": 0.5004084967320261, | |
"main_score": 0.33424046164366045 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.062042189457896954, | |
"mse,all": 2.316580882352942, | |
"main_score": 0.062042189457896954 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.43771626297577854, | |
"acc,all": 0.7784615384615384, | |
"main_score": 0.43771626297577854 | |
}, | |
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { | |
"f1_macro,all": 0.07310658184012911, | |
"acc,all": 0.13, | |
"main_score": 0.07310658184012911 | |
}, | |
"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": 0.1576027764453599, | |
"acc,all": 0.208, | |
"main_score": 0.1576027764453599 | |
}, | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { | |
"f1_macro,all": 0.33047083836594315, | |
"acc,all": 0.346, | |
"main_score": 0.33047083836594315 | |
} | |
}, | |
"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": 15, | |
"non_truncated": 1414, | |
"padded": 0, | |
"non_padded": 1429, | |
"fewshots_truncated": 16, | |
"mean_seq_length": 1542.0517844646606, | |
"min_seq_length": 1291, | |
"max_seq_length": 2503, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.9888033589923024 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 2, | |
"non_truncated": 717, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 2, | |
"mean_seq_length": 1324.076495132128, | |
"min_seq_length": 953, | |
"max_seq_length": 2108, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.9972183588317107 | |
}, | |
"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": 1324.5503416856493, | |
"min_seq_length": 1061, | |
"max_seq_length": 1789, | |
"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": 1259.0061274509803, | |
"min_seq_length": 1236, | |
"max_seq_length": 1325, | |
"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": 1392.0061274509803, | |
"min_seq_length": 1369, | |
"max_seq_length": 1458, | |
"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": 1540.8153846153846, | |
"min_seq_length": 1487, | |
"max_seq_length": 1650, | |
"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": 1744.524, | |
"min_seq_length": 1723, | |
"max_seq_length": 1777, | |
"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": 1716.684, | |
"min_seq_length": 1693, | |
"max_seq_length": 1754, | |
"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": 1425.294, | |
"min_seq_length": 1408, | |
"max_seq_length": 1461, | |
"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": 1577.602, | |
"min_seq_length": 1560, | |
"max_seq_length": 1607, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 17, | |
"non_truncated": 11872, | |
"padded": 0, | |
"non_padded": 11889, | |
"fewshots_truncated": 18 | |
} | |
} |