llm_pt_leaderboard_raw_results
/
RLHFlow
/LLaMA3-iterative-DPO-final
/results_2024-06-12T18-34-30.568502.json
{ | |
"config_general": { | |
"start_date": "2024-06-12T18-34-30.568502", | |
"start_time": 1718217271.1984994, | |
"end_time": 1718278460.8976452, | |
"total_evaluation_time_seconds": 61189.699145793915, | |
"has_chat_template": true, | |
"chat_type": "system_user_assistant", | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "360547e1086bbb02acd5f5f21e0fa256599f3b34", | |
"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": 2, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "RLHFlow/LLaMA3-iterative-DPO-final", | |
"job_id": 791, | |
"model_id": "RLHFlow/LLaMA3-iterative-DPO-final_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": "2024-06-05T14:45:43Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.6153253861685787, | |
"all_grouped_npm": 0.4020100294129658, | |
"all_grouped": { | |
"enem_challenge": 0.6738978306508048, | |
"bluex": 0.5799721835883171, | |
"oab_exams": 0.46788154897494305, | |
"assin2_rte": 0.92278946649082, | |
"assin2_sts": 0.7087993617619036, | |
"faquad_nli": 0.6838748255929838, | |
"hatebr_offensive": 0.5609080813037527, | |
"portuguese_hate_speech": 0.44299611501372915, | |
"tweetsentbr": 0.49680906213995335 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.6738978306508048, | |
"harness|bluex|bluex|None|3": 0.5799721835883171, | |
"harness|oab_exams|oab_exams|None|3": 0.46788154897494305, | |
"harness|assin2_rte|assin2_rte|None|15": 0.92278946649082, | |
"harness|assin2_sts|assin2_sts|None|15": 0.7087993617619036, | |
"harness|faquad_nli|faquad_nli|None|15": 0.6838748255929838, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.5609080813037527, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.44299611501372915, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.49680906213995335 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.6738978306508048, | |
"acc,exam_id__2017": 0.6551724137931034, | |
"acc,exam_id__2013": 0.6851851851851852, | |
"acc,exam_id__2022": 0.6691729323308271, | |
"acc,exam_id__2011": 0.7008547008547008, | |
"acc,exam_id__2009": 0.6782608695652174, | |
"acc,exam_id__2015": 0.6470588235294118, | |
"acc,exam_id__2016_2": 0.7073170731707317, | |
"acc,exam_id__2023": 0.7333333333333333, | |
"acc,exam_id__2014": 0.6513761467889908, | |
"acc,exam_id__2016": 0.628099173553719, | |
"acc,exam_id__2012": 0.646551724137931, | |
"acc,exam_id__2010": 0.6752136752136753, | |
"main_score": 0.6738978306508048 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.5799721835883171, | |
"acc,exam_id__UNICAMP_2020": 0.5636363636363636, | |
"acc,exam_id__UNICAMP_2021_1": 0.5869565217391305, | |
"acc,exam_id__USP_2019": 0.6, | |
"acc,exam_id__USP_2018": 0.5185185185185185, | |
"acc,exam_id__USP_2023": 0.6818181818181818, | |
"acc,exam_id__USP_2020": 0.6071428571428571, | |
"acc,exam_id__UNICAMP_2018": 0.5370370370370371, | |
"acc,exam_id__UNICAMP_2023": 0.5581395348837209, | |
"acc,exam_id__USP_2022": 0.6122448979591837, | |
"acc,exam_id__UNICAMP_2021_2": 0.5686274509803921, | |
"acc,exam_id__UNICAMP_2019": 0.56, | |
"acc,exam_id__USP_2024": 0.6829268292682927, | |
"acc,exam_id__UNICAMP_2022": 0.5384615384615384, | |
"acc,exam_id__UNICAMP_2024": 0.5777777777777777, | |
"acc,exam_id__USP_2021": 0.5384615384615384, | |
"main_score": 0.5799721835883171 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.46788154897494305, | |
"acc,exam_id__2011-03": 0.42424242424242425, | |
"acc,exam_id__2011-05": 0.4125, | |
"acc,exam_id__2011-04": 0.4125, | |
"acc,exam_id__2017-22": 0.575, | |
"acc,exam_id__2013-11": 0.5, | |
"acc,exam_id__2010-01": 0.4235294117647059, | |
"acc,exam_id__2012-06a": 0.4625, | |
"acc,exam_id__2013-10": 0.5, | |
"acc,exam_id__2012-07": 0.5125, | |
"acc,exam_id__2013-12": 0.5625, | |
"acc,exam_id__2017-23": 0.425, | |
"acc,exam_id__2018-25": 0.4375, | |
"acc,exam_id__2014-14": 0.5625, | |
"acc,exam_id__2016-20a": 0.425, | |
"acc,exam_id__2012-09": 0.37662337662337664, | |
"acc,exam_id__2015-16": 0.375, | |
"acc,exam_id__2017-24": 0.4125, | |
"acc,exam_id__2014-13": 0.4, | |
"acc,exam_id__2014-15": 0.6410256410256411, | |
"acc,exam_id__2016-21": 0.4375, | |
"acc,exam_id__2015-18": 0.4375, | |
"acc,exam_id__2012-08": 0.425, | |
"acc,exam_id__2010-02": 0.45, | |
"acc,exam_id__2012-06": 0.5125, | |
"acc,exam_id__2015-17": 0.5897435897435898, | |
"acc,exam_id__2016-20": 0.5, | |
"acc,exam_id__2016-19": 0.46153846153846156, | |
"main_score": 0.46788154897494305 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.92278946649082, | |
"acc,all": 0.9227941176470589, | |
"main_score": 0.92278946649082 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.7087993617619036, | |
"mse,all": 0.8367942776838234, | |
"main_score": 0.7087993617619036 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.6838748255929838, | |
"acc,all": 0.7184615384615385, | |
"main_score": 0.6838748255929838 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.5609080813037527, | |
"acc,all": 0.8428571428571429, | |
"main_score": 0.5609080813037527 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.44299611501372915, | |
"acc,all": 0.6721504112808461, | |
"main_score": 0.44299611501372915 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.49680906213995335, | |
"acc,all": 0.7139303482587065, | |
"main_score": 0.49680906213995335 | |
} | |
}, | |
"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": 1419.3547935619315, | |
"min_seq_length": 1194, | |
"max_seq_length": 2347, | |
"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": 1491.7719054242002, | |
"min_seq_length": 1172, | |
"max_seq_length": 2141, | |
"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": 1227.3772209567198, | |
"min_seq_length": 995, | |
"max_seq_length": 1661, | |
"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": 1349.5322712418301, | |
"min_seq_length": 1330, | |
"max_seq_length": 1413, | |
"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": 1540.5322712418301, | |
"min_seq_length": 1521, | |
"max_seq_length": 1604, | |
"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": 1478.8215384615385, | |
"min_seq_length": 1433, | |
"max_seq_length": 1575, | |
"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": 1330.3878571428572, | |
"min_seq_length": 1310, | |
"max_seq_length": 1549, | |
"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": 1727.4195064629848, | |
"min_seq_length": 1697, | |
"max_seq_length": 1759, | |
"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": 1588.1537313432837, | |
"min_seq_length": 1571, | |
"max_seq_length": 1636, | |
"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 | |
} | |
} |