{ "config_general": { "start_date": "2024-02-17T23-07-55.801702", "start_time": 1708211276.5700896, "end_time": 1708220841.8995054, "total_evaluation_time_seconds": 9565.329415798187, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "2fbcb8c85ff353d51d61f3411121afef5df79981", "model_dtype": "float16", "model_memory_footprint": 26073681920, "model_num_parameters": 13015864320, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:1", "batch_size": 16, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "nicolasdec/cabra13b", "job_id": 247, "model_id": "nicolasdec/cabra13b_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": "LlamaForCausalLM", "submitted_time": "2024-02-05T23:03:22Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.5650071262781954, "all_grouped_npm": 0.3542760927948254, "all_grouped": { "enem_challenge": 0.48845346396081174, "bluex": 0.4089012517385257, "oab_exams": 0.3530751708428246, "assin2_rte": 0.8554620405358984, "assin2_sts": 0.5719364486772344, "faquad_nli": 0.45449901481427424, "hatebr_offensive": 0.7777544154751892, "portuguese_hate_speech": 0.6412793603198401, "tweetsentbr": 0.5337029701391601 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.48845346396081174, "harness|bluex|bluex|None|3": 0.4089012517385257, "harness|oab_exams|oab_exams|None|3": 0.3530751708428246, "harness|assin2_rte|assin2_rte|None|15": 0.8554620405358984, "harness|assin2_sts|assin2_sts|None|15": 0.5719364486772344, "harness|faquad_nli|faquad_nli|None|15": 0.45449901481427424, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7777544154751892, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6412793603198401, "harness|tweetsentbr|tweetsentbr|None|25": 0.5337029701391601 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.48845346396081174, "acc,exam_id__2023": 0.4666666666666667, "acc,exam_id__2010": 0.49572649572649574, "acc,exam_id__2016_2": 0.4959349593495935, "acc,exam_id__2011": 0.6068376068376068, "acc,exam_id__2022": 0.44360902255639095, "acc,exam_id__2015": 0.4789915966386555, "acc,exam_id__2013": 0.49074074074074076, "acc,exam_id__2014": 0.5229357798165137, "acc,exam_id__2009": 0.4, "acc,exam_id__2016": 0.4628099173553719, "acc,exam_id__2012": 0.4827586206896552, "acc,exam_id__2017": 0.5258620689655172, "main_score": 0.48845346396081174 }, "harness|bluex|bluex|None|3": { "acc,all": 0.4089012517385257, "acc,exam_id__UNICAMP_2020": 0.32727272727272727, "acc,exam_id__UNICAMP_2021_2": 0.35294117647058826, "acc,exam_id__USP_2018": 0.2962962962962963, "acc,exam_id__UNICAMP_2023": 0.4418604651162791, "acc,exam_id__USP_2024": 0.4146341463414634, "acc,exam_id__UNICAMP_2021_1": 0.43478260869565216, "acc,exam_id__USP_2020": 0.5535714285714286, "acc,exam_id__USP_2019": 0.4, "acc,exam_id__USP_2023": 0.4090909090909091, "acc,exam_id__UNICAMP_2019": 0.46, "acc,exam_id__USP_2022": 0.42857142857142855, "acc,exam_id__UNICAMP_2024": 0.5333333333333333, "acc,exam_id__USP_2021": 0.34615384615384615, "acc,exam_id__UNICAMP_2022": 0.46153846153846156, "acc,exam_id__UNICAMP_2018": 0.3148148148148148, "main_score": 0.4089012517385257 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.3530751708428246, "acc,exam_id__2016-20": 0.375, "acc,exam_id__2015-17": 0.3974358974358974, "acc,exam_id__2014-13": 0.375, "acc,exam_id__2018-25": 0.3625, "acc,exam_id__2017-22": 0.35, "acc,exam_id__2014-14": 0.35, "acc,exam_id__2013-11": 0.45, "acc,exam_id__2015-18": 0.3875, "acc,exam_id__2011-05": 0.2625, "acc,exam_id__2012-08": 0.5, "acc,exam_id__2012-06a": 0.4125, "acc,exam_id__2017-24": 0.325, "acc,exam_id__2012-07": 0.325, "acc,exam_id__2016-20a": 0.2625, "acc,exam_id__2016-21": 0.3875, "acc,exam_id__2016-19": 0.34615384615384615, "acc,exam_id__2010-01": 0.2823529411764706, "acc,exam_id__2011-04": 0.3125, "acc,exam_id__2012-06": 0.375, "acc,exam_id__2017-23": 0.3875, "acc,exam_id__2012-09": 0.37662337662337664, "acc,exam_id__2013-12": 0.325, "acc,exam_id__2013-10": 0.3, "acc,exam_id__2011-03": 0.26262626262626265, "acc,exam_id__2015-16": 0.3125, "acc,exam_id__2010-02": 0.35, "acc,exam_id__2014-15": 0.41025641025641024, "main_score": 0.3530751708428246 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.8554620405358984, "acc,all": 0.8562091503267973, "main_score": 0.8554620405358984 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.5719364486772344, "mse,all": 1.098455882352941, "main_score": 0.5719364486772344 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.45449901481427424, "acc,all": 0.7876923076923077, "main_score": 0.45449901481427424 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.7777544154751892, "acc,all": 0.7842857142857143, "main_score": 0.7777544154751892 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6412793603198401, "acc,all": 0.6580493537015276, "main_score": 0.6412793603198401 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5337029701391601, "acc,all": 0.6388059701492538, "main_score": 0.5337029701391601 } }, "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": 13, "non_truncated": 1416, "padded": 0, "non_padded": 1429, "fewshots_truncated": 15, "mean_seq_length": 1547.9881035689293, "min_seq_length": 1295, "max_seq_length": 2587, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9895031490552832 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 34, "non_truncated": 685, "padded": 0, "non_padded": 719, "fewshots_truncated": 47, "mean_seq_length": 1668.7426981919332, "min_seq_length": 1302, "max_seq_length": 2428, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.934631432545202 }, "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": 1320.4145785876992, "min_seq_length": 1065, "max_seq_length": 1802, "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": 1303.9889705882354, "min_seq_length": 1281, "max_seq_length": 1370, "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": 1527.9889705882354, "min_seq_length": 1505, "max_seq_length": 1594, "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": 1511.1184615384616, "min_seq_length": 1459, "max_seq_length": 1618, "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": 1268.9178571428572, "min_seq_length": 1245, "max_seq_length": 1515, "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": 0, "non_truncated": 851, "padded": 0, "non_padded": 851, "fewshots_truncated": 0, "mean_seq_length": 1760.801410105758, "min_seq_length": 1726, "max_seq_length": 1804, "max_ctx_length": 2016, "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": 1527.6845771144278, "min_seq_length": 1506, "max_seq_length": 1645, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 47, "non_truncated": 14103, "padded": 0, "non_padded": 14150, "fewshots_truncated": 62 } }