llm_pt_leaderboard_results
/
EleutherAI
/pythia-70m-deduped
/results_2024-04-03T21-10-06.848681.json
{ | |
"config_general": { | |
"start_date": "2024-04-03T21-10-06.848681", | |
"start_time": 1712178633.60155, | |
"end_time": 1712180482.2018635, | |
"total_evaluation_time_seconds": 1848.600313425064, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "e93a9faa9c77e5d09219f6c868bfc7a1bd65593c", | |
"model_dtype": "float16", | |
"model_memory_footprint": 167592140, | |
"model_num_parameters": 70426624, | |
"model_is_loaded_in_4bit": null, | |
"model_is_loaded_in_8bit": null, | |
"model_is_quantized": null, | |
"model_device": "cuda:0", | |
"batch_size": 64, | |
"max_length": 2048, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"model_name": "EleutherAI/pythia-70m-deduped", | |
"job_id": 364, | |
"model_id": "EleutherAI/pythia-70m-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": "2024-02-05T23:11:17Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.19372334069080482, | |
"all_grouped_npm": -0.24214649119144413, | |
"all_grouped": { | |
"enem_challenge": 0.172148355493352, | |
"bluex": 0.1835883171070932, | |
"oab_exams": 0.2041002277904328, | |
"assin2_rte": 0.23382263963539596, | |
"assin2_sts": 0.02026922309956098, | |
"faquad_nli": 0.2759039805530234, | |
"hatebr_offensive": 0.28076386043861, | |
"portuguese_hate_speech": 0.24182579976211263, | |
"tweetsentbr": 0.13108766233766234 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.172148355493352, | |
"harness|bluex|bluex|None|3": 0.1835883171070932, | |
"harness|oab_exams|oab_exams|None|3": 0.2041002277904328, | |
"harness|assin2_rte|assin2_rte|None|15": 0.23382263963539596, | |
"harness|assin2_sts|assin2_sts|None|15": 0.02026922309956098, | |
"harness|faquad_nli|faquad_nli|None|15": 0.2759039805530234, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.28076386043861, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.24182579976211263, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.13108766233766234 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.172148355493352, | |
"acc,exam_id__2012": 0.16379310344827586, | |
"acc,exam_id__2011": 0.17094017094017094, | |
"acc,exam_id__2016_2": 0.14634146341463414, | |
"acc,exam_id__2017": 0.1896551724137931, | |
"acc,exam_id__2009": 0.17391304347826086, | |
"acc,exam_id__2015": 0.11764705882352941, | |
"acc,exam_id__2014": 0.1743119266055046, | |
"acc,exam_id__2022": 0.18796992481203006, | |
"acc,exam_id__2010": 0.15384615384615385, | |
"acc,exam_id__2016": 0.17355371900826447, | |
"acc,exam_id__2013": 0.12037037037037036, | |
"acc,exam_id__2023": 0.2740740740740741, | |
"main_score": 0.172148355493352 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.1835883171070932, | |
"acc,exam_id__UNICAMP_2022": 0.23076923076923078, | |
"acc,exam_id__USP_2018": 0.12962962962962962, | |
"acc,exam_id__UNICAMP_2024": 0.17777777777777778, | |
"acc,exam_id__USP_2021": 0.17307692307692307, | |
"acc,exam_id__USP_2019": 0.25, | |
"acc,exam_id__UNICAMP_2019": 0.14, | |
"acc,exam_id__UNICAMP_2021_1": 0.30434782608695654, | |
"acc,exam_id__UNICAMP_2020": 0.16363636363636364, | |
"acc,exam_id__UNICAMP_2021_2": 0.13725490196078433, | |
"acc,exam_id__USP_2022": 0.1836734693877551, | |
"acc,exam_id__UNICAMP_2018": 0.2037037037037037, | |
"acc,exam_id__UNICAMP_2023": 0.3023255813953488, | |
"acc,exam_id__USP_2023": 0.06818181818181818, | |
"acc,exam_id__USP_2024": 0.12195121951219512, | |
"acc,exam_id__USP_2020": 0.19642857142857142, | |
"main_score": 0.1835883171070932 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.2041002277904328, | |
"acc,exam_id__2012-08": 0.2, | |
"acc,exam_id__2011-04": 0.225, | |
"acc,exam_id__2016-20": 0.1875, | |
"acc,exam_id__2012-09": 0.2077922077922078, | |
"acc,exam_id__2016-20a": 0.25, | |
"acc,exam_id__2017-24": 0.2, | |
"acc,exam_id__2013-12": 0.15, | |
"acc,exam_id__2012-06a": 0.2125, | |
"acc,exam_id__2017-22": 0.225, | |
"acc,exam_id__2014-13": 0.2, | |
"acc,exam_id__2013-11": 0.1375, | |
"acc,exam_id__2015-18": 0.225, | |
"acc,exam_id__2011-03": 0.1717171717171717, | |
"acc,exam_id__2012-06": 0.2375, | |
"acc,exam_id__2011-05": 0.1875, | |
"acc,exam_id__2010-02": 0.21, | |
"acc,exam_id__2014-15": 0.19230769230769232, | |
"acc,exam_id__2015-16": 0.2, | |
"acc,exam_id__2014-14": 0.2625, | |
"acc,exam_id__2016-19": 0.1794871794871795, | |
"acc,exam_id__2017-23": 0.1875, | |
"acc,exam_id__2015-17": 0.24358974358974358, | |
"acc,exam_id__2016-21": 0.2125, | |
"acc,exam_id__2012-07": 0.1375, | |
"acc,exam_id__2013-10": 0.1875, | |
"acc,exam_id__2010-01": 0.2235294117647059, | |
"acc,exam_id__2018-25": 0.2625, | |
"main_score": 0.2041002277904328 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.23382263963539596, | |
"acc,all": 0.5053104575163399, | |
"main_score": 0.23382263963539596 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.02026922309956098, | |
"mse,all": 2.6797467320261448, | |
"main_score": 0.02026922309956098 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.2759039805530234, | |
"acc,all": 0.6984615384615385, | |
"main_score": 0.2759039805530234 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.28076386043861, | |
"acc,all": 0.48857142857142855, | |
"main_score": 0.28076386043861 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.24182579976211263, | |
"acc,all": 0.36662749706227965, | |
"main_score": 0.24182579976211263 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.13108766233766234, | |
"acc,all": 0.29502487562189056, | |
"main_score": 0.13108766233766234 | |
} | |
}, | |
"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|hatebr_offensive|hatebr_offensive": "LM Harness task", | |
"harness|portuguese_hate_speech|portuguese_hate_speech": "LM Harness task", | |
"harness|tweetsentbr|tweetsentbr": "LM Harness task" | |
}, | |
"versions": { | |
"all": 0, | |
"harness|enem_challenge|enem_challenge": 1.1, | |
"harness|bluex|bluex": 1.1, | |
"harness|oab_exams|oab_exams": 1.5, | |
"harness|assin2_rte|assin2_rte": 1.1, | |
"harness|assin2_sts|assin2_sts": 1.1, | |
"harness|faquad_nli|faquad_nli": 1.1, | |
"harness|hatebr_offensive|hatebr_offensive": 1.0, | |
"harness|portuguese_hate_speech|portuguese_hate_speech": 1.0, | |
"harness|tweetsentbr|tweetsentbr": 1.0 | |
}, | |
"summary_tasks": { | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"sample_size": 1429, | |
"truncated": 16, | |
"non_truncated": 1413, | |
"padded": 0, | |
"non_padded": 1429, | |
"fewshots_truncated": 17, | |
"mean_seq_length": 1559.0517844646606, | |
"min_seq_length": 1308, | |
"max_seq_length": 2520, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.988103568929321 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 26, | |
"non_truncated": 693, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 39, | |
"mean_seq_length": 1656.076495132128, | |
"min_seq_length": 1285, | |
"max_seq_length": 2440, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.945757997218359 | |
}, | |
"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": 1340.5503416856493, | |
"min_seq_length": 1077, | |
"max_seq_length": 1805, | |
"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": 1378.0061274509803, | |
"min_seq_length": 1355, | |
"max_seq_length": 1444, | |
"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": 1514.0061274509803, | |
"min_seq_length": 1491, | |
"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|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": 1578.8153846153846, | |
"min_seq_length": 1525, | |
"max_seq_length": 1688, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 15.0, | |
"mean_effective_fewshot_size": 15.0 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"sample_size": 1400, | |
"truncated": 0, | |
"non_truncated": 1400, | |
"padded": 0, | |
"non_padded": 1400, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1292.5114285714285, | |
"min_seq_length": 1269, | |
"max_seq_length": 1535, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"sample_size": 851, | |
"truncated": 0, | |
"non_truncated": 851, | |
"padded": 0, | |
"non_padded": 851, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1775.5558166862515, | |
"min_seq_length": 1741, | |
"max_seq_length": 1812, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"sample_size": 2010, | |
"truncated": 0, | |
"non_truncated": 2010, | |
"padded": 0, | |
"non_padded": 2010, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1495.2800995024875, | |
"min_seq_length": 1475, | |
"max_seq_length": 1554, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 42, | |
"non_truncated": 14108, | |
"padded": 0, | |
"non_padded": 14150, | |
"fewshots_truncated": 56 | |
} | |
} |