{ "config_general": { "start_date": "2024-04-13T20-34-34.878222", "start_time": 1713040478.8187847, "end_time": 1713049108.9486964, "total_evaluation_time_seconds": 8630.129911661148, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "7536176aefa9278d67256cb2f2f7a8557c2fe130", "model_dtype": "float16", "model_memory_footprint": 13548142592, "model_num_parameters": 6740512768, "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": "THUDM/agentlm-7b", "job_id": 446, "model_id": "THUDM/agentlm-7b_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": "2024-04-05T13:06:53Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.5075963307542618, "all_grouped_npm": 0.2658487926931871, "all_grouped": { "enem_challenge": 0.3806857942617215, "bluex": 0.3671766342141864, "oab_exams": 0.34715261958997723, "assin2_rte": 0.7084033613445377, "assin2_sts": 0.4390471903017725, "faquad_nli": 0.5653909896663508, "hatebr_offensive": 0.6302286113606869, "portuguese_hate_speech": 0.6072656375475982, "tweetsentbr": 0.5230161385015252 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.3806857942617215, "harness|bluex|bluex|None|3": 0.3671766342141864, "harness|oab_exams|oab_exams|None|3": 0.34715261958997723, "harness|assin2_rte|assin2_rte|None|15": 0.7084033613445377, "harness|assin2_sts|assin2_sts|None|15": 0.4390471903017725, "harness|faquad_nli|faquad_nli|None|15": 0.5653909896663508, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.6302286113606869, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6072656375475982, "harness|tweetsentbr|tweetsentbr|None|25": 0.5230161385015252 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.3806857942617215, "acc,exam_id__2013": 0.32407407407407407, "acc,exam_id__2016": 0.3140495867768595, "acc,exam_id__2010": 0.3162393162393162, "acc,exam_id__2017": 0.46551724137931033, "acc,exam_id__2012": 0.4051724137931034, "acc,exam_id__2014": 0.4036697247706422, "acc,exam_id__2016_2": 0.3902439024390244, "acc,exam_id__2009": 0.3652173913043478, "acc,exam_id__2015": 0.31932773109243695, "acc,exam_id__2011": 0.4188034188034188, "acc,exam_id__2023": 0.43703703703703706, "acc,exam_id__2022": 0.39849624060150374, "main_score": 0.3806857942617215 }, "harness|bluex|bluex|None|3": { "acc,all": 0.3671766342141864, "acc,exam_id__UNICAMP_2024": 0.37777777777777777, "acc,exam_id__UNICAMP_2019": 0.36, "acc,exam_id__UNICAMP_2021_1": 0.43478260869565216, "acc,exam_id__USP_2021": 0.40384615384615385, "acc,exam_id__UNICAMP_2022": 0.4358974358974359, "acc,exam_id__UNICAMP_2020": 0.43636363636363634, "acc,exam_id__UNICAMP_2023": 0.32558139534883723, "acc,exam_id__USP_2019": 0.325, "acc,exam_id__UNICAMP_2018": 0.37037037037037035, "acc,exam_id__USP_2020": 0.26785714285714285, "acc,exam_id__USP_2023": 0.29545454545454547, "acc,exam_id__USP_2018": 0.3148148148148148, "acc,exam_id__UNICAMP_2021_2": 0.3333333333333333, "acc,exam_id__USP_2024": 0.5121951219512195, "acc,exam_id__USP_2022": 0.3469387755102041, "main_score": 0.3671766342141864 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.34715261958997723, "acc,exam_id__2015-18": 0.3125, "acc,exam_id__2012-09": 0.36363636363636365, "acc,exam_id__2016-20a": 0.25, "acc,exam_id__2013-11": 0.4, "acc,exam_id__2014-13": 0.2125, "acc,exam_id__2016-20": 0.3875, "acc,exam_id__2014-15": 0.4230769230769231, "acc,exam_id__2014-14": 0.3625, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2015-16": 0.2625, "acc,exam_id__2017-22": 0.3625, "acc,exam_id__2018-25": 0.275, "acc,exam_id__2016-19": 0.4358974358974359, "acc,exam_id__2017-24": 0.3875, "acc,exam_id__2012-06": 0.4125, "acc,exam_id__2012-06a": 0.4125, "acc,exam_id__2013-10": 0.275, "acc,exam_id__2017-23": 0.4, "acc,exam_id__2016-21": 0.4125, "acc,exam_id__2011-04": 0.35, "acc,exam_id__2012-07": 0.3875, "acc,exam_id__2013-12": 0.275, "acc,exam_id__2012-08": 0.35, "acc,exam_id__2015-17": 0.4358974358974359, "acc,exam_id__2011-03": 0.30303030303030304, "acc,exam_id__2010-02": 0.36, "acc,exam_id__2011-05": 0.325, "main_score": 0.34715261958997723 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.7084033613445377, "acc,all": 0.7165032679738562, "main_score": 0.7084033613445377 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.4390471903017725, "mse,all": 1.0936356209150326, "main_score": 0.4390471903017725 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.5653909896663508, "acc,all": 0.6753846153846154, "main_score": 0.5653909896663508 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.6302286113606869, "acc,all": 0.6692857142857143, "main_score": 0.6302286113606869 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6072656375475982, "acc,all": 0.7332549941245593, "main_score": 0.6072656375475982 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5230161385015252, "acc,all": 0.6134328358208955, "main_score": 0.5230161385015252 } }, "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": 1, "non_truncated": 1428, "padded": 0, "non_padded": 1429, "fewshots_truncated": 1, "mean_seq_length": 1547.9881035689293, "min_seq_length": 1295, "max_seq_length": 2587, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9993002099370187 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 0, "non_truncated": 719, "padded": 0, "non_padded": 719, "fewshots_truncated": 0, "mean_seq_length": 1668.7426981919332, "min_seq_length": 1302, "max_seq_length": 2428, "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": 1320.4145785876992, "min_seq_length": 1065, "max_seq_length": 1802, "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": 1303.9889705882354, "min_seq_length": 1281, "max_seq_length": 1370, "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": 1527.9889705882354, "min_seq_length": 1505, "max_seq_length": 1594, "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": 1511.1184615384616, "min_seq_length": 1459, "max_seq_length": 1618, "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": 1268.9178571428572, "min_seq_length": 1245, "max_seq_length": 1515, "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": 1760.801410105758, "min_seq_length": 1726, "max_seq_length": 1804, "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": 1527.6845771144278, "min_seq_length": 1506, "max_seq_length": 1645, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 1, "non_truncated": 14149, "padded": 0, "non_padded": 14150, "fewshots_truncated": 1 } }