{ "config_general": { "start_date": "2024-03-08T01-01-24.000401", "start_time": 1709859684.7303596, "end_time": 1709863505.5750647, "total_evaluation_time_seconds": 3820.844705104828, "has_chat_template": true, "chat_type": "user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "54078abd0ad81e60533aa0af17889b9255265d27", "model_dtype": "float16", "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:1", "batch_size": 32, "max_length": 2560, "max_ctx_length": 2528, "max_gen_toks": 32, "model_name": "cnmoro/Mistral-7B-Portuguese", "job_id": 303, "model_id": "cnmoro/Mistral-7B-Portuguese_eval_request_False_float16_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": "2024-03-04T14:21:30Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6470422904888635, "all_grouped_npm": 0.47240583552942517, "all_grouped": { "enem_challenge": 0.5808257522743177, "bluex": 0.48678720445062584, "oab_exams": 0.37084282460136675, "assin2_rte": 0.9031337575789451, "assin2_sts": 0.7654589376771873, "faquad_nli": 0.5884431791136597, "hatebr_offensive": 0.7921019662468967, "portuguese_hate_speech": 0.6886709589535317, "tweetsentbr": 0.6471160335032415 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.5808257522743177, "harness|bluex|bluex|None|3": 0.48678720445062584, "harness|oab_exams|oab_exams|None|3": 0.37084282460136675, "harness|assin2_rte|assin2_rte|None|15": 0.9031337575789451, "harness|assin2_sts|assin2_sts|None|15": 0.7654589376771873, "harness|faquad_nli|faquad_nli|None|15": 0.5884431791136597, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7921019662468967, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6886709589535317, "harness|tweetsentbr|tweetsentbr|None|25": 0.6471160335032415 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.5808257522743177, "acc,exam_id__2011": 0.6153846153846154, "acc,exam_id__2009": 0.6, "acc,exam_id__2012": 0.5948275862068966, "acc,exam_id__2016": 0.5702479338842975, "acc,exam_id__2017": 0.5431034482758621, "acc,exam_id__2022": 0.5714285714285714, "acc,exam_id__2023": 0.5851851851851851, "acc,exam_id__2013": 0.5648148148148148, "acc,exam_id__2015": 0.5630252100840336, "acc,exam_id__2010": 0.5641025641025641, "acc,exam_id__2016_2": 0.5934959349593496, "acc,exam_id__2014": 0.6055045871559633, "main_score": 0.5808257522743177 }, "harness|bluex|bluex|None|3": { "acc,all": 0.48678720445062584, "acc,exam_id__UNICAMP_2022": 0.6153846153846154, "acc,exam_id__UNICAMP_2024": 0.5555555555555556, "acc,exam_id__USP_2024": 0.7073170731707317, "acc,exam_id__UNICAMP_2021_2": 0.47058823529411764, "acc,exam_id__USP_2021": 0.40384615384615385, "acc,exam_id__UNICAMP_2020": 0.5272727272727272, "acc,exam_id__USP_2019": 0.375, "acc,exam_id__USP_2020": 0.48214285714285715, "acc,exam_id__UNICAMP_2019": 0.48, "acc,exam_id__UNICAMP_2021_1": 0.45652173913043476, "acc,exam_id__UNICAMP_2023": 0.5813953488372093, "acc,exam_id__USP_2018": 0.4074074074074074, "acc,exam_id__USP_2022": 0.42857142857142855, "acc,exam_id__USP_2023": 0.4772727272727273, "acc,exam_id__UNICAMP_2018": 0.4074074074074074, "main_score": 0.48678720445062584 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.37084282460136675, "acc,exam_id__2017-23": 0.3625, "acc,exam_id__2010-02": 0.37, "acc,exam_id__2012-06": 0.4125, "acc,exam_id__2016-20a": 0.275, "acc,exam_id__2018-25": 0.3, "acc,exam_id__2011-05": 0.3375, "acc,exam_id__2013-10": 0.375, "acc,exam_id__2015-16": 0.3125, "acc,exam_id__2013-12": 0.3625, "acc,exam_id__2016-21": 0.4, "acc,exam_id__2011-04": 0.375, "acc,exam_id__2010-01": 0.3176470588235294, "acc,exam_id__2012-07": 0.3375, "acc,exam_id__2012-08": 0.3875, "acc,exam_id__2014-13": 0.3, "acc,exam_id__2013-11": 0.375, "acc,exam_id__2015-18": 0.325, "acc,exam_id__2016-19": 0.48717948717948717, "acc,exam_id__2014-14": 0.425, "acc,exam_id__2012-09": 0.38961038961038963, "acc,exam_id__2012-06a": 0.4125, "acc,exam_id__2017-22": 0.475, "acc,exam_id__2014-15": 0.3717948717948718, "acc,exam_id__2015-17": 0.5512820512820513, "acc,exam_id__2017-24": 0.3125, "acc,exam_id__2016-20": 0.325, "acc,exam_id__2011-03": 0.35353535353535354, "main_score": 0.37084282460136675 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9031337575789451, "acc,all": 0.9031862745098039, "main_score": 0.9031337575789451 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.7654589376771873, "mse,all": 0.6662418300653595, "main_score": 0.7654589376771873 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.5884431791136597, "acc,all": 0.7830769230769231, "main_score": 0.5884431791136597 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.7921019662468967, "acc,all": 0.7971428571428572, "main_score": 0.7921019662468967 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6886709589535317, "acc,all": 0.745005875440658, "main_score": 0.6886709589535317 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.6471160335032415, "acc,all": 0.6805970149253732, "main_score": 0.6471160335032415 } }, "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": 1645.039188243527, "min_seq_length": 1379, "max_seq_length": 2643, "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": 1, "non_truncated": 718, "padded": 0, "non_padded": 719, "fewshots_truncated": 1, "mean_seq_length": 1744.9262865090404, "min_seq_length": 1368, "max_seq_length": 2545, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.998609179415855 }, "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": 1390.764464692483, "min_seq_length": 1124, "max_seq_length": 1893, "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": 1451.7455065359477, "min_seq_length": 1428, "max_seq_length": 1518, "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": 1675.7455065359477, "min_seq_length": 1652, "max_seq_length": 1742, "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": 1691.9876923076922, "min_seq_length": 1636, "max_seq_length": 1812, "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": 1462.3878571428572, "min_seq_length": 1439, "max_seq_length": 1713, "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": 1963.3360752056403, "min_seq_length": 1928, "max_seq_length": 2002, "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": 1709.2492537313433, "min_seq_length": 1688, "max_seq_length": 1804, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 3, "non_truncated": 14147, "padded": 0, "non_padded": 14150, "fewshots_truncated": 3 } }