|
{ |
|
"config_general": { |
|
"start_date": "2024-02-22T12-20-35.811780", |
|
"start_time": 1708604436.4043214, |
|
"end_time": 1708608694.0922332, |
|
"total_evaluation_time_seconds": 4257.687911748886, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "a45aa65bbeb77c1558bc99bedc6779195462dab0", |
|
"model_dtype": "float16", |
|
"model_memory_footprint": 13316947968, |
|
"model_num_parameters": 6658473984, |
|
"model_is_loaded_in_4bit": null, |
|
"model_is_loaded_in_8bit": null, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:0", |
|
"batch_size": 16, |
|
"max_length": 2048, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"model_name": "facebook/opt-6.7b", |
|
"job_id": 253, |
|
"model_id": "facebook/opt-6.7b_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": "2024-02-05T23:13:01Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.28646973983686086, |
|
"all_grouped_npm": -0.07392776762776518, |
|
"all_grouped": { |
|
"enem_challenge": 0.18894331700489853, |
|
"bluex": 0.1905424200278164, |
|
"oab_exams": 0.2296127562642369, |
|
"assin2_rte": 0.3913233591528234, |
|
"assin2_sts": 0.0754529305698404, |
|
"faquad_nli": 0.4396551724137931, |
|
"hatebr_offensive": 0.36628945801072066, |
|
"portuguese_hate_speech": 0.5347709128774731, |
|
"tweetsentbr": 0.16163733221014545 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.18894331700489853, |
|
"harness|bluex|bluex|None|3": 0.1905424200278164, |
|
"harness|oab_exams|oab_exams|None|3": 0.2296127562642369, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.3913233591528234, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.0754529305698404, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.36628945801072066, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5347709128774731, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.16163733221014545 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.18894331700489853, |
|
"acc,exam_id__2016": 0.2066115702479339, |
|
"acc,exam_id__2012": 0.1810344827586207, |
|
"acc,exam_id__2013": 0.14814814814814814, |
|
"acc,exam_id__2010": 0.1452991452991453, |
|
"acc,exam_id__2017": 0.20689655172413793, |
|
"acc,exam_id__2022": 0.21052631578947367, |
|
"acc,exam_id__2009": 0.1826086956521739, |
|
"acc,exam_id__2011": 0.18803418803418803, |
|
"acc,exam_id__2023": 0.2518518518518518, |
|
"acc,exam_id__2014": 0.1926605504587156, |
|
"acc,exam_id__2015": 0.13445378151260504, |
|
"acc,exam_id__2016_2": 0.2032520325203252, |
|
"main_score": 0.18894331700489853 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.1905424200278164, |
|
"acc,exam_id__USP_2019": 0.25, |
|
"acc,exam_id__USP_2021": 0.19230769230769232, |
|
"acc,exam_id__UNICAMP_2023": 0.3023255813953488, |
|
"acc,exam_id__USP_2023": 0.11363636363636363, |
|
"acc,exam_id__UNICAMP_2020": 0.18181818181818182, |
|
"acc,exam_id__USP_2024": 0.12195121951219512, |
|
"acc,exam_id__UNICAMP_2021_1": 0.30434782608695654, |
|
"acc,exam_id__UNICAMP_2021_2": 0.13725490196078433, |
|
"acc,exam_id__UNICAMP_2018": 0.2037037037037037, |
|
"acc,exam_id__USP_2018": 0.12962962962962962, |
|
"acc,exam_id__USP_2020": 0.19642857142857142, |
|
"acc,exam_id__UNICAMP_2022": 0.23076923076923078, |
|
"acc,exam_id__USP_2022": 0.1836734693877551, |
|
"acc,exam_id__UNICAMP_2024": 0.17777777777777778, |
|
"acc,exam_id__UNICAMP_2019": 0.16, |
|
"main_score": 0.1905424200278164 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.2296127562642369, |
|
"acc,exam_id__2011-03": 0.24242424242424243, |
|
"acc,exam_id__2014-15": 0.21794871794871795, |
|
"acc,exam_id__2011-05": 0.25, |
|
"acc,exam_id__2014-14": 0.225, |
|
"acc,exam_id__2018-25": 0.2875, |
|
"acc,exam_id__2015-17": 0.24358974358974358, |
|
"acc,exam_id__2015-18": 0.25, |
|
"acc,exam_id__2012-07": 0.1375, |
|
"acc,exam_id__2014-13": 0.2375, |
|
"acc,exam_id__2017-24": 0.25, |
|
"acc,exam_id__2012-06a": 0.2375, |
|
"acc,exam_id__2013-11": 0.1625, |
|
"acc,exam_id__2015-16": 0.2375, |
|
"acc,exam_id__2017-22": 0.2625, |
|
"acc,exam_id__2010-02": 0.24, |
|
"acc,exam_id__2016-21": 0.2, |
|
"acc,exam_id__2011-04": 0.25, |
|
"acc,exam_id__2016-19": 0.20512820512820512, |
|
"acc,exam_id__2013-12": 0.15, |
|
"acc,exam_id__2017-23": 0.2, |
|
"acc,exam_id__2013-10": 0.2125, |
|
"acc,exam_id__2012-09": 0.24675324675324675, |
|
"acc,exam_id__2010-01": 0.25882352941176473, |
|
"acc,exam_id__2012-06": 0.2375, |
|
"acc,exam_id__2016-20": 0.225, |
|
"acc,exam_id__2016-20a": 0.3, |
|
"acc,exam_id__2012-08": 0.225, |
|
"main_score": 0.2296127562642369 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.3913233591528234, |
|
"acc,all": 0.5126633986928104, |
|
"main_score": 0.3913233591528234 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.0754529305698404, |
|
"mse,all": 2.190608660130719, |
|
"main_score": 0.0754529305698404 |
|
}, |
|
"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": 0.36628945801072066, |
|
"acc,all": 0.5114285714285715, |
|
"main_score": 0.36628945801072066 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.5347709128774731, |
|
"acc,all": 0.5558166862514688, |
|
"main_score": 0.5347709128774731 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.16163733221014545, |
|
"acc,all": 0.2990049751243781, |
|
"main_score": 0.16163733221014545 |
|
} |
|
}, |
|
"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 |
|
} |
|
} |