| { | |
| "config_general": { | |
| "start_date": "2024-05-26T23-29-38.848309", | |
| "start_time": 1716766179.663987, | |
| "end_time": 1716780232.6965108, | |
| "total_evaluation_time_seconds": 14053.032523870468, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "a4ca706d1bbc263b95e223a80ad68b0f125840b3", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 15020343296, | |
| "model_num_parameters": 7241732096, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 32, | |
| "max_length": 2560, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "model_name": "MTSAIR/multi_verse_model", | |
| "job_id": 752, | |
| "model_id": "MTSAIR/multi_verse_model_eval_request_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🔶 : fine-tuned/fp on domain-specific datasets", | |
| "model_architectures": "MistralForCausalLM", | |
| "submitted_time": "2024-05-25T05:37:13Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.4868679326840579, | |
| "all_grouped_npm": 0.2565051759229537, | |
| "all_grouped": { | |
| "enem_challenge": 0.05598320503848846, | |
| "bluex": 0.006954102920723227, | |
| "oab_exams": 0.0888382687927107, | |
| "assin2_rte": 0.6150413223140495, | |
| "assin2_sts": 0.7909251769543553, | |
| "faquad_nli": 0.794365153254454, | |
| "hatebr_offensive": 0.8432720746227155, | |
| "portuguese_hate_speech": 0.6891172946940052, | |
| "tweetsentbr": 0.4973147955650199 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.05598320503848846, | |
| "harness|bluex|bluex|None|3": 0.006954102920723227, | |
| "harness|oab_exams|oab_exams|None|3": 0.0888382687927107, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.6150413223140495, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7909251769543553, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.794365153254454, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8432720746227155, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6891172946940052, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.4973147955650199 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.05598320503848846, | |
| "acc,exam_id__2017": 0.0603448275862069, | |
| "acc,exam_id__2013": 0.037037037037037035, | |
| "acc,exam_id__2016": 0.04132231404958678, | |
| "acc,exam_id__2010": 0.06837606837606838, | |
| "acc,exam_id__2011": 0.06837606837606838, | |
| "acc,exam_id__2009": 0.1391304347826087, | |
| "acc,exam_id__2022": 0.022556390977443608, | |
| "acc,exam_id__2015": 0.058823529411764705, | |
| "acc,exam_id__2014": 0.027522935779816515, | |
| "acc,exam_id__2023": 0.07407407407407407, | |
| "acc,exam_id__2016_2": 0.06504065040650407, | |
| "acc,exam_id__2012": 0.008620689655172414, | |
| "main_score": 0.05598320503848846 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.006954102920723227, | |
| "acc,exam_id__UNICAMP_2019": 0.02, | |
| "acc,exam_id__USP_2021": 0.0, | |
| "acc,exam_id__UNICAMP_2024": 0.0, | |
| "acc,exam_id__USP_2019": 0.0, | |
| "acc,exam_id__UNICAMP_2022": 0.0, | |
| "acc,exam_id__USP_2018": 0.0, | |
| "acc,exam_id__UNICAMP_2020": 0.0, | |
| "acc,exam_id__USP_2022": 0.0, | |
| "acc,exam_id__USP_2023": 0.06818181818181818, | |
| "acc,exam_id__UNICAMP_2023": 0.0, | |
| "acc,exam_id__USP_2024": 0.024390243902439025, | |
| "acc,exam_id__UNICAMP_2018": 0.0, | |
| "acc,exam_id__UNICAMP_2021_1": 0.0, | |
| "acc,exam_id__USP_2020": 0.0, | |
| "acc,exam_id__UNICAMP_2021_2": 0.0, | |
| "main_score": 0.006954102920723227 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.0888382687927107, | |
| "acc,exam_id__2012-06": 0.0625, | |
| "acc,exam_id__2014-15": 0.15384615384615385, | |
| "acc,exam_id__2012-06a": 0.0375, | |
| "acc,exam_id__2010-01": 0.0, | |
| "acc,exam_id__2013-10": 0.1125, | |
| "acc,exam_id__2011-03": 0.030303030303030304, | |
| "acc,exam_id__2018-25": 0.1, | |
| "acc,exam_id__2017-23": 0.1375, | |
| "acc,exam_id__2013-11": 0.15, | |
| "acc,exam_id__2014-13": 0.075, | |
| "acc,exam_id__2017-22": 0.1375, | |
| "acc,exam_id__2010-02": 0.07, | |
| "acc,exam_id__2014-14": 0.0875, | |
| "acc,exam_id__2012-09": 0.1038961038961039, | |
| "acc,exam_id__2016-19": 0.14102564102564102, | |
| "acc,exam_id__2012-07": 0.025, | |
| "acc,exam_id__2011-04": 0.05, | |
| "acc,exam_id__2011-05": 0.0875, | |
| "acc,exam_id__2016-20a": 0.0625, | |
| "acc,exam_id__2013-12": 0.1125, | |
| "acc,exam_id__2017-24": 0.1, | |
| "acc,exam_id__2015-18": 0.1125, | |
| "acc,exam_id__2016-21": 0.0625, | |
| "acc,exam_id__2015-17": 0.15384615384615385, | |
| "acc,exam_id__2012-08": 0.0875, | |
| "acc,exam_id__2016-20": 0.0625, | |
| "acc,exam_id__2015-16": 0.1125, | |
| "main_score": 0.0888382687927107 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.6150413223140495, | |
| "acc,all": 0.9223856209150327, | |
| "main_score": 0.6150413223140495 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7909251769543553, | |
| "mse,all": 0.4085235816993464, | |
| "main_score": 0.7909251769543553 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.794365153254454, | |
| "acc,all": 0.8384615384615385, | |
| "main_score": 0.794365153254454 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.8432720746227155, | |
| "acc,all": 0.845, | |
| "main_score": 0.8432720746227155 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6891172946940052, | |
| "acc,all": 0.7309048178613397, | |
| "main_score": 0.6891172946940052 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.4973147955650199, | |
| "acc,all": 0.7074626865671642, | |
| "main_score": 0.4973147955650199 | |
| } | |
| }, | |
| "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": 2, | |
| "non_truncated": 1427, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1659.039188243527, | |
| "min_seq_length": 1393, | |
| "max_seq_length": 2657, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.998600419874038 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 2, | |
| "non_truncated": 717, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1758.9262865090404, | |
| "min_seq_length": 1382, | |
| "max_seq_length": 2559, | |
| "max_ctx_length": 2528, | |
| "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": 1404.764464692483, | |
| "min_seq_length": 1138, | |
| "max_seq_length": 1907, | |
| "max_ctx_length": 2528, | |
| "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": 1516.7455065359477, | |
| "min_seq_length": 1493, | |
| "max_seq_length": 1583, | |
| "max_ctx_length": 2528, | |
| "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": 1725.7455065359477, | |
| "min_seq_length": 1702, | |
| "max_seq_length": 1792, | |
| "max_ctx_length": 2528, | |
| "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": 1741.9876923076922, | |
| "min_seq_length": 1686, | |
| "max_seq_length": 1862, | |
| "max_ctx_length": 2528, | |
| "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": 1542.3878571428572, | |
| "min_seq_length": 1519, | |
| "max_seq_length": 1793, | |
| "max_ctx_length": 2528, | |
| "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": 2043.3360752056403, | |
| "min_seq_length": 2008, | |
| "max_seq_length": 2082, | |
| "max_ctx_length": 2528, | |
| "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": 1789.2492537313433, | |
| "min_seq_length": 1768, | |
| "max_seq_length": 1884, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 4, | |
| "non_truncated": 14146, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 4 | |
| } | |
| } |