{ "config_general": { "start_date": "2024-06-12T10-17-20.117216", "start_time": 1718187440.7397268, "end_time": 1718224151.2203553, "total_evaluation_time_seconds": 36710.48062849045, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "94d222b8447b600b9836da4036df9490b59fe966", "model_dtype": "bfloat16", "model_memory_footprint": 16194748416, "model_num_parameters": 8030261248, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 4, "max_length": 2560, "max_ctx_length": 2528, "max_gen_toks": 32, "model_name": "MaziyarPanahi/Llama-3-8B-Instruct-v0.8", "job_id": 785, "model_id": "MaziyarPanahi/Llama-3-8B-Instruct-v0.8_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "💬 : chat (RLHF, DPO, IFT, ...)", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-05-29T09:28:12Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6884803423386436, "all_grouped_npm": 0.5355973983808373, "all_grouped": { "enem_challenge": 0.71518544436669, "bluex": 0.5924895688456189, "oab_exams": 0.5120728929384966, "assin2_rte": 0.9182337965638154, "assin2_sts": 0.7259213081034068, "faquad_nli": 0.7473170846635018, "hatebr_offensive": 0.8684640522875817, "portuguese_hate_speech": 0.6115918023075952, "tweetsentbr": 0.5050471309710864 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.71518544436669, "harness|bluex|bluex|None|3": 0.5924895688456189, "harness|oab_exams|oab_exams|None|3": 0.5120728929384966, "harness|assin2_rte|assin2_rte|None|15": 0.9182337965638154, "harness|assin2_sts|assin2_sts|None|15": 0.7259213081034068, "harness|faquad_nli|faquad_nli|None|15": 0.7473170846635018, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8684640522875817, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6115918023075952, "harness|tweetsentbr|tweetsentbr|None|25": 0.5050471309710864 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.71518544436669, "acc,exam_id__2014": 0.7339449541284404, "acc,exam_id__2009": 0.7478260869565218, "acc,exam_id__2017": 0.6896551724137931, "acc,exam_id__2016": 0.7107438016528925, "acc,exam_id__2012": 0.7155172413793104, "acc,exam_id__2013": 0.6944444444444444, "acc,exam_id__2015": 0.7310924369747899, "acc,exam_id__2023": 0.762962962962963, "acc,exam_id__2022": 0.6616541353383458, "acc,exam_id__2010": 0.7264957264957265, "acc,exam_id__2016_2": 0.6666666666666666, "acc,exam_id__2011": 0.7435897435897436, "main_score": 0.71518544436669 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5924895688456189, "acc,exam_id__USP_2023": 0.7045454545454546, "acc,exam_id__USP_2021": 0.5961538461538461, "acc,exam_id__USP_2024": 0.6829268292682927, "acc,exam_id__USP_2020": 0.5714285714285714, "acc,exam_id__UNICAMP_2024": 0.6666666666666666, "acc,exam_id__USP_2022": 0.5510204081632653, "acc,exam_id__UNICAMP_2019": 0.6, "acc,exam_id__UNICAMP_2023": 0.627906976744186, "acc,exam_id__USP_2018": 0.42592592592592593, "acc,exam_id__UNICAMP_2021_2": 0.5882352941176471, "acc,exam_id__UNICAMP_2021_1": 0.6521739130434783, "acc,exam_id__UNICAMP_2018": 0.4444444444444444, "acc,exam_id__UNICAMP_2020": 0.5454545454545454, "acc,exam_id__USP_2019": 0.65, "acc,exam_id__UNICAMP_2022": 0.6923076923076923, "main_score": 0.5924895688456189 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.5120728929384966, "acc,exam_id__2013-11": 0.525, "acc,exam_id__2011-05": 0.475, "acc,exam_id__2016-20a": 0.4375, "acc,exam_id__2018-25": 0.5375, "acc,exam_id__2014-14": 0.625, "acc,exam_id__2014-13": 0.425, "acc,exam_id__2017-23": 0.5, "acc,exam_id__2010-02": 0.56, "acc,exam_id__2015-17": 0.6282051282051282, "acc,exam_id__2012-06a": 0.575, "acc,exam_id__2012-09": 0.5064935064935064, "acc,exam_id__2016-20": 0.575, "acc,exam_id__2012-07": 0.475, "acc,exam_id__2012-08": 0.5125, "acc,exam_id__2013-10": 0.4625, "acc,exam_id__2015-16": 0.475, "acc,exam_id__2017-22": 0.575, "acc,exam_id__2012-06": 0.525, "acc,exam_id__2011-03": 0.46464646464646464, "acc,exam_id__2017-24": 0.4875, "acc,exam_id__2014-15": 0.5897435897435898, "acc,exam_id__2015-18": 0.525, "acc,exam_id__2016-19": 0.5384615384615384, "acc,exam_id__2013-12": 0.575, "acc,exam_id__2011-04": 0.5125, "acc,exam_id__2016-21": 0.3875, "acc,exam_id__2010-01": 0.36470588235294116, "main_score": 0.5120728929384966 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9182337965638154, "acc,all": 0.9183006535947712, "main_score": 0.9182337965638154 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.7259213081034068, "mse,all": 0.7093504901960784, "main_score": 0.7259213081034068 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7473170846635018, "acc,all": 0.796923076923077, "main_score": 0.7473170846635018 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8684640522875817, "acc,all": 0.8685714285714285, "main_score": 0.8684640522875817 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6115918023075952, "acc,all": 0.6133960047003525, "main_score": 0.6115918023075952 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5050471309710864, "acc,all": 0.7238805970149254, "main_score": 0.5050471309710864 } }, "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": 0, "non_truncated": 1429, "padded": 0, "non_padded": 1429, "fewshots_truncated": 0, "mean_seq_length": 1412.3547935619315, "min_seq_length": 1187, "max_seq_length": 2340, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 3.0 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 0, "non_truncated": 719, "padded": 0, "non_padded": 719, "fewshots_truncated": 0, "mean_seq_length": 1484.7719054242002, "min_seq_length": 1165, "max_seq_length": 2134, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 3.0 }, "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": 1220.3772209567198, "min_seq_length": 988, "max_seq_length": 1654, "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": 1318.5322712418301, "min_seq_length": 1299, "max_seq_length": 1382, "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": 1509.5322712418301, "min_seq_length": 1490, "max_seq_length": 1573, "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": 1447.8215384615385, "min_seq_length": 1402, "max_seq_length": 1544, "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": 1279.3878571428572, "min_seq_length": 1259, "max_seq_length": 1498, "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": 1676.4195064629848, "min_seq_length": 1646, "max_seq_length": 1708, "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": 1537.1537313432837, "min_seq_length": 1520, "max_seq_length": 1585, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 0, "non_truncated": 14150, "padded": 0, "non_padded": 14150, "fewshots_truncated": 0 } }