| { | |
| "config_general": { | |
| "start_date": "2024-04-13T23-58-57.021466", | |
| "start_time": 1713052737.669775, | |
| "end_time": 1713061166.4651453, | |
| "total_evaluation_time_seconds": 8428.795370340347, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "7fabe56db91e085c9c027f56f1c654d137bdba40", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 12487168064, | |
| "model_num_parameters": 6243584000, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:5", | |
| "batch_size": 8, | |
| "max_length": 2048, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "model_name": "THUDM/chatglm2-6b", | |
| "job_id": 445, | |
| "model_id": "THUDM/chatglm2-6b_eval_request_False_float16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
| "model_architectures": "ChatGLMModel", | |
| "submitted_time": "2024-04-05T13:07:47Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.47171079944951555, | |
| "all_grouped_npm": 0.2003134959974084, | |
| "all_grouped": { | |
| "enem_challenge": 0.34989503149055284, | |
| "bluex": 0.29902642559109877, | |
| "oab_exams": 0.3120728929384966, | |
| "assin2_rte": 0.727557280580944, | |
| "assin2_sts": 0.5220053423222211, | |
| "faquad_nli": 0.4808516661274668, | |
| "hatebr_offensive": 0.5459280303030303, | |
| "portuguese_hate_speech": 0.5330574414776521, | |
| "tweetsentbr": 0.47500308421417764 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.34989503149055284, | |
| "harness|bluex|bluex|None|3": 0.29902642559109877, | |
| "harness|oab_exams|oab_exams|None|3": 0.3120728929384966, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.727557280580944, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.5220053423222211, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.4808516661274668, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.5459280303030303, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5330574414776521, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.47500308421417764 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.34989503149055284, | |
| "acc,exam_id__2015": 0.3445378151260504, | |
| "acc,exam_id__2012": 0.3706896551724138, | |
| "acc,exam_id__2016": 0.36363636363636365, | |
| "acc,exam_id__2023": 0.34814814814814815, | |
| "acc,exam_id__2013": 0.39814814814814814, | |
| "acc,exam_id__2011": 0.37606837606837606, | |
| "acc,exam_id__2014": 0.3302752293577982, | |
| "acc,exam_id__2017": 0.3879310344827586, | |
| "acc,exam_id__2016_2": 0.2926829268292683, | |
| "acc,exam_id__2022": 0.3007518796992481, | |
| "acc,exam_id__2010": 0.41025641025641024, | |
| "acc,exam_id__2009": 0.28695652173913044, | |
| "main_score": 0.34989503149055284 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.29902642559109877, | |
| "acc,exam_id__UNICAMP_2019": 0.3, | |
| "acc,exam_id__USP_2021": 0.38461538461538464, | |
| "acc,exam_id__UNICAMP_2018": 0.24074074074074073, | |
| "acc,exam_id__USP_2019": 0.275, | |
| "acc,exam_id__USP_2018": 0.25925925925925924, | |
| "acc,exam_id__UNICAMP_2021_2": 0.39215686274509803, | |
| "acc,exam_id__USP_2020": 0.375, | |
| "acc,exam_id__UNICAMP_2023": 0.3023255813953488, | |
| "acc,exam_id__USP_2023": 0.29545454545454547, | |
| "acc,exam_id__UNICAMP_2021_1": 0.34782608695652173, | |
| "acc,exam_id__UNICAMP_2022": 0.28205128205128205, | |
| "acc,exam_id__UNICAMP_2020": 0.2, | |
| "acc,exam_id__UNICAMP_2024": 0.37777777777777777, | |
| "acc,exam_id__USP_2022": 0.20408163265306123, | |
| "acc,exam_id__USP_2024": 0.24390243902439024, | |
| "main_score": 0.29902642559109877 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.3120728929384966, | |
| "acc,exam_id__2017-24": 0.2375, | |
| "acc,exam_id__2011-05": 0.375, | |
| "acc,exam_id__2011-03": 0.29292929292929293, | |
| "acc,exam_id__2014-15": 0.28205128205128205, | |
| "acc,exam_id__2016-20a": 0.3, | |
| "acc,exam_id__2016-19": 0.358974358974359, | |
| "acc,exam_id__2018-25": 0.35, | |
| "acc,exam_id__2012-09": 0.2727272727272727, | |
| "acc,exam_id__2013-10": 0.275, | |
| "acc,exam_id__2010-01": 0.32941176470588235, | |
| "acc,exam_id__2016-20": 0.3125, | |
| "acc,exam_id__2011-04": 0.3, | |
| "acc,exam_id__2014-14": 0.3125, | |
| "acc,exam_id__2015-17": 0.3717948717948718, | |
| "acc,exam_id__2015-16": 0.25, | |
| "acc,exam_id__2016-21": 0.3375, | |
| "acc,exam_id__2013-11": 0.3625, | |
| "acc,exam_id__2017-22": 0.2875, | |
| "acc,exam_id__2012-08": 0.2875, | |
| "acc,exam_id__2012-07": 0.325, | |
| "acc,exam_id__2013-12": 0.225, | |
| "acc,exam_id__2012-06": 0.3375, | |
| "acc,exam_id__2015-18": 0.275, | |
| "acc,exam_id__2010-02": 0.38, | |
| "acc,exam_id__2017-23": 0.3125, | |
| "acc,exam_id__2012-06a": 0.35, | |
| "acc,exam_id__2014-13": 0.3125, | |
| "main_score": 0.3120728929384966 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.727557280580944, | |
| "acc,all": 0.738562091503268, | |
| "main_score": 0.727557280580944 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.5220053423222211, | |
| "mse,all": 1.3049999999999997, | |
| "main_score": 0.5220053423222211 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.4808516661274668, | |
| "acc,all": 0.7569230769230769, | |
| "main_score": 0.4808516661274668 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.5459280303030303, | |
| "acc,all": 0.6085714285714285, | |
| "main_score": 0.5459280303030303 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.5330574414776521, | |
| "acc,all": 0.7074030552291422, | |
| "main_score": 0.5330574414776521 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.47500308421417764, | |
| "acc,all": 0.5860696517412936, | |
| "main_score": 0.47500308421417764 | |
| } | |
| }, | |
| "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": 68, | |
| "non_truncated": 1361, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 70, | |
| "mean_seq_length": 1701.4023792862142, | |
| "min_seq_length": 1420, | |
| "max_seq_length": 2718, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.9510146955913226 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 128, | |
| "non_truncated": 591, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 175, | |
| "mean_seq_length": 1815.538247566064, | |
| "min_seq_length": 1418, | |
| "max_seq_length": 2658, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.756606397774687 | |
| }, | |
| "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": 1458.1808656036446, | |
| "min_seq_length": 1173, | |
| "max_seq_length": 1984, | |
| "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": 1436.0506535947713, | |
| "min_seq_length": 1412, | |
| "max_seq_length": 1506, | |
| "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": 1625.0506535947713, | |
| "min_seq_length": 1601, | |
| "max_seq_length": 1695, | |
| "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": 1647.8892307692308, | |
| "min_seq_length": 1589, | |
| "max_seq_length": 1769, | |
| "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": 1336.5421428571428, | |
| "min_seq_length": 1311, | |
| "max_seq_length": 1603, | |
| "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": 1842.6580493537015, | |
| "min_seq_length": 1806, | |
| "max_seq_length": 1879, | |
| "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": 1608.6089552238807, | |
| "min_seq_length": 1587, | |
| "max_seq_length": 1704, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 196, | |
| "non_truncated": 13954, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 245 | |
| } | |
| } |