|
{ |
|
"config_general": { |
|
"start_date": "2024-04-04T07-01-31.332443", |
|
"start_time": 1712214092.1259136, |
|
"end_time": 1712224967.954839, |
|
"total_evaluation_time_seconds": 10875.82892537117, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "e515202d1e7750da62d245fbccb2723b9c1790f5", |
|
"model_dtype": "float16", |
|
"model_memory_footprint": 25706946560, |
|
"model_num_parameters": 12853473280, |
|
"model_is_loaded_in_4bit": null, |
|
"model_is_loaded_in_8bit": null, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:0", |
|
"batch_size": 8, |
|
"max_length": 2048, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"model_name": "facebook/opt-13b", |
|
"job_id": 370, |
|
"model_id": "facebook/opt-13b_eval_request_False_float16_Original", |
|
"model_base_model": "", |
|
"model_weight_type": "Original", |
|
"model_revision": "main", |
|
"model_private": false, |
|
"model_type": "🟢 : pretrained", |
|
"model_architectures": "OPTForCausalLM", |
|
"submitted_time": "2024-02-05T23:13:13Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.2822368258886896, |
|
"all_grouped_npm": -0.07600140575030027, |
|
"all_grouped": { |
|
"enem_challenge": 0.19454163750874737, |
|
"bluex": 0.18636995827538247, |
|
"oab_exams": 0.24510250569476083, |
|
"assin2_rte": 0.4665309623379448, |
|
"assin2_sts": 0.020511169211933078, |
|
"faquad_nli": 0.4396551724137931, |
|
"hatebr_offensive": 0.5714040447709018, |
|
"portuguese_hate_speech": 0.2347827795333542, |
|
"tweetsentbr": 0.18123320325138834 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.19454163750874737, |
|
"harness|bluex|bluex|None|3": 0.18636995827538247, |
|
"harness|oab_exams|oab_exams|None|3": 0.24510250569476083, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.4665309623379448, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.020511169211933078, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.5714040447709018, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.2347827795333542, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.18123320325138834 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.19454163750874737, |
|
"acc,exam_id__2013": 0.1574074074074074, |
|
"acc,exam_id__2012": 0.1896551724137931, |
|
"acc,exam_id__2015": 0.15966386554621848, |
|
"acc,exam_id__2016": 0.18181818181818182, |
|
"acc,exam_id__2009": 0.1826086956521739, |
|
"acc,exam_id__2023": 0.25925925925925924, |
|
"acc,exam_id__2016_2": 0.1951219512195122, |
|
"acc,exam_id__2010": 0.1623931623931624, |
|
"acc,exam_id__2014": 0.1926605504587156, |
|
"acc,exam_id__2022": 0.20300751879699247, |
|
"acc,exam_id__2011": 0.21367521367521367, |
|
"acc,exam_id__2017": 0.22413793103448276, |
|
"main_score": 0.19454163750874737 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.18636995827538247, |
|
"acc,exam_id__USP_2021": 0.21153846153846154, |
|
"acc,exam_id__USP_2018": 0.12962962962962962, |
|
"acc,exam_id__UNICAMP_2023": 0.3023255813953488, |
|
"acc,exam_id__USP_2024": 0.12195121951219512, |
|
"acc,exam_id__USP_2022": 0.1836734693877551, |
|
"acc,exam_id__UNICAMP_2019": 0.18, |
|
"acc,exam_id__USP_2020": 0.21428571428571427, |
|
"acc,exam_id__UNICAMP_2021_1": 0.2826086956521739, |
|
"acc,exam_id__USP_2019": 0.25, |
|
"acc,exam_id__UNICAMP_2022": 0.1794871794871795, |
|
"acc,exam_id__UNICAMP_2024": 0.2222222222222222, |
|
"acc,exam_id__UNICAMP_2021_2": 0.13725490196078433, |
|
"acc,exam_id__UNICAMP_2018": 0.14814814814814814, |
|
"acc,exam_id__USP_2023": 0.11363636363636363, |
|
"acc,exam_id__UNICAMP_2020": 0.14545454545454545, |
|
"main_score": 0.18636995827538247 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.24510250569476083, |
|
"acc,exam_id__2011-03": 0.24242424242424243, |
|
"acc,exam_id__2011-04": 0.2875, |
|
"acc,exam_id__2011-05": 0.2625, |
|
"acc,exam_id__2016-19": 0.24358974358974358, |
|
"acc,exam_id__2017-23": 0.225, |
|
"acc,exam_id__2018-25": 0.3375, |
|
"acc,exam_id__2012-09": 0.2597402597402597, |
|
"acc,exam_id__2017-24": 0.2625, |
|
"acc,exam_id__2014-14": 0.25, |
|
"acc,exam_id__2015-17": 0.24358974358974358, |
|
"acc,exam_id__2012-07": 0.1875, |
|
"acc,exam_id__2016-20": 0.2375, |
|
"acc,exam_id__2013-11": 0.1875, |
|
"acc,exam_id__2016-21": 0.225, |
|
"acc,exam_id__2012-06a": 0.2625, |
|
"acc,exam_id__2015-18": 0.2375, |
|
"acc,exam_id__2012-08": 0.225, |
|
"acc,exam_id__2013-12": 0.2, |
|
"acc,exam_id__2012-06": 0.2, |
|
"acc,exam_id__2015-16": 0.2, |
|
"acc,exam_id__2013-10": 0.2125, |
|
"acc,exam_id__2014-13": 0.275, |
|
"acc,exam_id__2010-02": 0.27, |
|
"acc,exam_id__2014-15": 0.2564102564102564, |
|
"acc,exam_id__2016-20a": 0.3125, |
|
"acc,exam_id__2010-01": 0.23529411764705882, |
|
"acc,exam_id__2017-22": 0.275, |
|
"main_score": 0.24510250569476083 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.4665309623379448, |
|
"acc,all": 0.5661764705882353, |
|
"main_score": 0.4665309623379448 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.020511169211933078, |
|
"mse,all": 2.0746977124183004, |
|
"main_score": 0.020511169211933078 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.4396551724137931, |
|
"acc,all": 0.7846153846153846, |
|
"main_score": 0.4396551724137931 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.5714040447709018, |
|
"acc,all": 0.5771428571428572, |
|
"main_score": 0.5714040447709018 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.2347827795333542, |
|
"acc,all": 0.3008225616921269, |
|
"main_score": 0.2347827795333542 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.18123320325138834, |
|
"acc,all": 0.3119402985074627, |
|
"main_score": 0.18123320325138834 |
|
} |
|
}, |
|
"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": 164, |
|
"non_truncated": 1265, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 173, |
|
"mean_seq_length": 1800.3967809657104, |
|
"min_seq_length": 1507, |
|
"max_seq_length": 2768, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.8789363191042687 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 176, |
|
"non_truncated": 543, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 232, |
|
"mean_seq_length": 1858.2475660639777, |
|
"min_seq_length": 1444, |
|
"max_seq_length": 2741, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.677329624478442 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"sample_size": 2195, |
|
"truncated": 2, |
|
"non_truncated": 2193, |
|
"padded": 0, |
|
"non_padded": 2195, |
|
"fewshots_truncated": 2, |
|
"mean_seq_length": 1555.2646924829157, |
|
"min_seq_length": 1250, |
|
"max_seq_length": 2130, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.9990888382687926 |
|
}, |
|
"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": 1494.483660130719, |
|
"min_seq_length": 1469, |
|
"max_seq_length": 1572, |
|
"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": 1649.483660130719, |
|
"min_seq_length": 1624, |
|
"max_seq_length": 1727, |
|
"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": 1752.283076923077, |
|
"min_seq_length": 1690, |
|
"max_seq_length": 1896, |
|
"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": 1329.2042857142858, |
|
"min_seq_length": 1304, |
|
"max_seq_length": 1611, |
|
"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": 1882.6110458284372, |
|
"min_seq_length": 1846, |
|
"max_seq_length": 1915, |
|
"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": 1618.4860696517412, |
|
"min_seq_length": 1597, |
|
"max_seq_length": 1670, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 342, |
|
"non_truncated": 13808, |
|
"padded": 0, |
|
"non_padded": 14150, |
|
"fewshots_truncated": 407 |
|
} |
|
} |