{ "config_general": { "start_date": "2024-07-18T10-06-00.459222", "start_time": 1721297161.725259, "end_time": 1721303355.0531218, "total_evaluation_time_seconds": 6193.327862739563, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "e3032ba89a6df12b801ab3be2a29b59068aa048d", "model_dtype": "bfloat16", "model_memory_footprint": 13476839424, "model_num_parameters": 6738415616, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 1, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "OliveiraJLT/Sagui-7B-Instruct-v0.1", "job_id": 921, "model_id": "OliveiraJLT/Sagui-7B-Instruct-v0.1_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": "LlamaForCausalLM", "submitted_time": "2024-07-18T09:58:52Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.3986828384385156, "all_grouped_npm": 0.0973841405471487, "all_grouped": { "enem_challenge": 0.5136459062281316, "bluex": 0.43671766342141866, "oab_exams": 0.3621867881548975, "assin2_rte": 0.7116215451710273, "assin2_sts": 0.03155319076723917, "faquad_nli": 0.5805353659391029, "hatebr_offensive": 0.4646385620718362, "portuguese_hate_speech": 0.30384738421304563, "tweetsentbr": 0.18339913997994203 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.5136459062281316, "harness|bluex|bluex|None|3": 0.43671766342141866, "harness|oab_exams|oab_exams|None|3": 0.3621867881548975, "harness|assin2_rte|assin2_rte|None|15": 0.7116215451710273, "harness|assin2_sts|assin2_sts|None|15": 0.03155319076723917, "harness|faquad_nli|faquad_nli|None|15": 0.5805353659391029, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.4646385620718362, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.30384738421304563, "harness|tweetsentbr|tweetsentbr|None|25": 0.18339913997994203 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.5136459062281316, "acc,exam_id__2016": 0.5041322314049587, "acc,exam_id__2017": 0.47413793103448276, "acc,exam_id__2013": 0.5462962962962963, "acc,exam_id__2016_2": 0.5528455284552846, "acc,exam_id__2012": 0.49137931034482757, "acc,exam_id__2011": 0.5726495726495726, "acc,exam_id__2014": 0.5229357798165137, "acc,exam_id__2022": 0.5037593984962406, "acc,exam_id__2023": 0.45925925925925926, "acc,exam_id__2015": 0.5294117647058824, "acc,exam_id__2010": 0.5897435897435898, "acc,exam_id__2009": 0.4260869565217391, "main_score": 0.5136459062281316 }, "harness|bluex|bluex|None|3": { "acc,all": 0.43671766342141866, "acc,exam_id__USP_2019": 0.425, "acc,exam_id__UNICAMP_2018": 0.3333333333333333, "acc,exam_id__UNICAMP_2020": 0.5818181818181818, "acc,exam_id__UNICAMP_2021_2": 0.49019607843137253, "acc,exam_id__USP_2020": 0.42857142857142855, "acc,exam_id__USP_2023": 0.5, "acc,exam_id__USP_2018": 0.3148148148148148, "acc,exam_id__UNICAMP_2023": 0.5116279069767442, "acc,exam_id__UNICAMP_2024": 0.4888888888888889, "acc,exam_id__UNICAMP_2019": 0.44, "acc,exam_id__UNICAMP_2022": 0.48717948717948717, "acc,exam_id__USP_2022": 0.32653061224489793, "acc,exam_id__USP_2024": 0.4146341463414634, "acc,exam_id__UNICAMP_2021_1": 0.4782608695652174, "acc,exam_id__USP_2021": 0.36538461538461536, "main_score": 0.43671766342141866 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.3621867881548975, "acc,exam_id__2013-12": 0.375, "acc,exam_id__2015-16": 0.3125, "acc,exam_id__2011-03": 0.32323232323232326, "acc,exam_id__2017-24": 0.35, "acc,exam_id__2012-06": 0.375, "acc,exam_id__2016-20": 0.4, "acc,exam_id__2018-25": 0.3875, "acc,exam_id__2014-15": 0.4358974358974359, "acc,exam_id__2016-19": 0.358974358974359, "acc,exam_id__2011-05": 0.375, "acc,exam_id__2016-20a": 0.275, "acc,exam_id__2014-13": 0.3375, "acc,exam_id__2017-22": 0.4, "acc,exam_id__2012-06a": 0.4125, "acc,exam_id__2016-21": 0.325, "acc,exam_id__2013-10": 0.325, "acc,exam_id__2011-04": 0.325, "acc,exam_id__2012-09": 0.3116883116883117, "acc,exam_id__2015-17": 0.358974358974359, "acc,exam_id__2017-23": 0.3625, "acc,exam_id__2012-08": 0.3375, "acc,exam_id__2015-18": 0.3875, "acc,exam_id__2010-02": 0.34, "acc,exam_id__2012-07": 0.4125, "acc,exam_id__2010-01": 0.32941176470588235, "acc,exam_id__2013-11": 0.5, "acc,exam_id__2014-14": 0.3625, "main_score": 0.3621867881548975 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.7116215451710273, "acc,all": 0.7312091503267973, "main_score": 0.7116215451710273 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.03155319076723917, "mse,all": 2.7832107843137264, "main_score": 0.03155319076723917 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.5805353659391029, "acc,all": 0.7307692307692307, "main_score": 0.5805353659391029 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.4646385620718362, "acc,all": 0.5642857142857143, "main_score": 0.4646385620718362 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.30384738421304563, "acc,all": 0.4582843713278496, "main_score": 0.30384738421304563 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.18339913997994203, "acc,all": 0.31343283582089554, "main_score": 0.18339913997994203 } }, "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": 18, "non_truncated": 1411, "padded": 0, "non_padded": 1429, "fewshots_truncated": 20, "mean_seq_length": 1585.9881035689293, "min_seq_length": 1333, "max_seq_length": 2625, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.986004198740378 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 50, "non_truncated": 669, "padded": 0, "non_padded": 719, "fewshots_truncated": 63, "mean_seq_length": 1706.7426981919332, "min_seq_length": 1340, "max_seq_length": 2466, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9123783031988872 }, "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": 1358.4145785876992, "min_seq_length": 1103, "max_seq_length": 1840, "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": 1449.9889705882354, "min_seq_length": 1427, "max_seq_length": 1516, "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": 1658.9889705882354, "min_seq_length": 1636, "max_seq_length": 1725, "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": 1657.1184615384616, "min_seq_length": 1605, "max_seq_length": 1764, "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": 1504.9178571428572, "min_seq_length": 1481, "max_seq_length": 1751, "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": 52, "non_truncated": 799, "padded": 0, "non_padded": 851, "fewshots_truncated": 52, "mean_seq_length": 1996.801410105758, "min_seq_length": 1962, "max_seq_length": 2040, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 24.938895417156285 }, "harness|tweetsentbr|tweetsentbr|None|25": { "sample_size": 2010, "truncated": 0, "non_truncated": 2010, "padded": 0, "non_padded": 2010, "fewshots_truncated": 0, "mean_seq_length": 1771.6845771144278, "min_seq_length": 1750, "max_seq_length": 1889, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 120, "non_truncated": 14030, "padded": 0, "non_padded": 14150, "fewshots_truncated": 135 } }