{ "config_general": { "start_date": "2024-04-13T02-20-29.545335", "start_time": 1712974830.7450752, "end_time": 1712986434.2411005, "total_evaluation_time_seconds": 11603.496025323868, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "8111881006d145806bba6b72dbb51aa63a1e1242", "model_dtype": "float16", "model_memory_footprint": 15047606272, "model_num_parameters": 7255363584, "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": "Weni/WeniGPT-2.2.3-Zephyr-7B-LLM_Base_2.0.3_SFT", "job_id": 431, "model_id": "Weni/WeniGPT-2.2.3-Zephyr-7B-LLM_Base_2.0.3_SFT_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": "MistralForCausalLM", "submitted_time": "2024-04-09T02:56:38Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.4586010445427793, "all_grouped_npm": 0.21304336097277946, "all_grouped": { "enem_challenge": 0.2358292512246326, "bluex": 0.28789986091794156, "oab_exams": 0.2633257403189066, "assin2_rte": 0.8700631503510818, "assin2_sts": 0.28326240949151776, "faquad_nli": 0.446593203434771, "hatebr_offensive": 0.669133806441068, "portuguese_hate_speech": 0.5624796538973591, "tweetsentbr": 0.5088223248077351 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.2358292512246326, "harness|bluex|bluex|None|3": 0.28789986091794156, "harness|oab_exams|oab_exams|None|3": 0.2633257403189066, "harness|assin2_rte|assin2_rte|None|15": 0.8700631503510818, "harness|assin2_sts|assin2_sts|None|15": 0.28326240949151776, "harness|faquad_nli|faquad_nli|None|15": 0.446593203434771, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.669133806441068, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5624796538973591, "harness|tweetsentbr|tweetsentbr|None|25": 0.5088223248077351 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.2358292512246326, "acc,exam_id__2009": 0.24347826086956523, "acc,exam_id__2011": 0.2564102564102564, "acc,exam_id__2010": 0.20512820512820512, "acc,exam_id__2014": 0.29357798165137616, "acc,exam_id__2016": 0.18181818181818182, "acc,exam_id__2016_2": 0.21951219512195122, "acc,exam_id__2013": 0.26851851851851855, "acc,exam_id__2023": 0.11851851851851852, "acc,exam_id__2022": 0.2631578947368421, "acc,exam_id__2012": 0.2413793103448276, "acc,exam_id__2017": 0.25862068965517243, "acc,exam_id__2015": 0.3025210084033613, "main_score": 0.2358292512246326 }, "harness|bluex|bluex|None|3": { "acc,all": 0.28789986091794156, "acc,exam_id__UNICAMP_2018": 0.2777777777777778, "acc,exam_id__USP_2019": 0.3, "acc,exam_id__UNICAMP_2021_2": 0.29411764705882354, "acc,exam_id__UNICAMP_2022": 0.41025641025641024, "acc,exam_id__USP_2021": 0.19230769230769232, "acc,exam_id__UNICAMP_2024": 0.28888888888888886, "acc,exam_id__USP_2022": 0.24489795918367346, "acc,exam_id__UNICAMP_2020": 0.4, "acc,exam_id__USP_2024": 0.2926829268292683, "acc,exam_id__USP_2018": 0.2222222222222222, "acc,exam_id__USP_2023": 0.38636363636363635, "acc,exam_id__UNICAMP_2023": 0.2558139534883721, "acc,exam_id__UNICAMP_2021_1": 0.21739130434782608, "acc,exam_id__UNICAMP_2019": 0.28, "acc,exam_id__USP_2020": 0.2857142857142857, "main_score": 0.28789986091794156 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.2633257403189066, "acc,exam_id__2016-21": 0.275, "acc,exam_id__2011-05": 0.275, "acc,exam_id__2012-06": 0.2375, "acc,exam_id__2011-03": 0.2727272727272727, "acc,exam_id__2016-20a": 0.2625, "acc,exam_id__2017-22": 0.275, "acc,exam_id__2014-14": 0.25, "acc,exam_id__2012-09": 0.14285714285714285, "acc,exam_id__2014-13": 0.2625, "acc,exam_id__2018-25": 0.2625, "acc,exam_id__2014-15": 0.32051282051282054, "acc,exam_id__2012-08": 0.2375, "acc,exam_id__2016-19": 0.32051282051282054, "acc,exam_id__2017-23": 0.25, "acc,exam_id__2010-01": 0.24705882352941178, "acc,exam_id__2016-20": 0.3, "acc,exam_id__2013-12": 0.3, "acc,exam_id__2011-04": 0.2625, "acc,exam_id__2015-17": 0.2948717948717949, "acc,exam_id__2013-11": 0.3, "acc,exam_id__2012-06a": 0.2375, "acc,exam_id__2010-02": 0.23, "acc,exam_id__2012-07": 0.2875, "acc,exam_id__2015-18": 0.2875, "acc,exam_id__2015-16": 0.2, "acc,exam_id__2017-24": 0.3125, "acc,exam_id__2013-10": 0.2125, "main_score": 0.2633257403189066 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.8700631503510818, "acc,all": 0.8705065359477124, "main_score": 0.8700631503510818 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.28326240949151776, "mse,all": 1.9983509435772913, "main_score": 0.28326240949151776 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.446593203434771, "acc,all": 0.7846153846153846, "main_score": 0.446593203434771 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.669133806441068, "acc,all": 0.6942857142857143, "main_score": 0.669133806441068 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.5624796538973591, "acc,all": 0.7309048178613397, "main_score": 0.5624796538973591 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5088223248077351, "acc,all": 0.5427860696517413, "main_score": 0.5088223248077351 } }, "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": 1693.039188243527, "min_seq_length": 1427, "max_seq_length": 2691, "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": 1792.9262865090404, "min_seq_length": 1416, "max_seq_length": 2593, "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": 1438.764464692483, "min_seq_length": 1172, "max_seq_length": 1941, "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": 1646.7455065359477, "min_seq_length": 1623, "max_seq_length": 1713, "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": 1855.7455065359477, "min_seq_length": 1832, "max_seq_length": 1922, "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": 1871.9876923076922, "min_seq_length": 1816, "max_seq_length": 1992, "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": 1752.3878571428572, "min_seq_length": 1729, "max_seq_length": 2003, "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": 2253.3360752056406, "min_seq_length": 2218, "max_seq_length": 2292, "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": 1999.2492537313433, "min_seq_length": 1978, "max_seq_length": 2094, "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 } }