llm_pt_leaderboard_raw_results
/
Magpie-Align
/Llama-3-8B-Magpie-Align-SFT-v0.3
/results_2024-08-12T03-10-50.370471.json
{ | |
"config_general": { | |
"start_date": "2024-08-12T03-10-50.370471", | |
"start_time": 1723432251.290564, | |
"end_time": 1723436107.3883414, | |
"total_evaluation_time_seconds": 3856.097777366638, | |
"has_chat_template": true, | |
"chat_type": "system_user_assistant", | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "d2578eb754d1c20efe604749296580f680950917", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 16060530944, | |
"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": 8, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.3", | |
"job_id": 1015, | |
"model_id": "Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.3_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": "2024-08-06T18:05:08Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.6448086131116308, | |
"all_grouped_npm": 0.46243786013359844, | |
"all_grouped": { | |
"enem_challenge": 0.6466060181945417, | |
"bluex": 0.5340751043115438, | |
"oab_exams": 0.428246013667426, | |
"assin2_rte": 0.8818500830491456, | |
"assin2_sts": 0.7136318187555281, | |
"faquad_nli": 0.6780660377358491, | |
"hatebr_offensive": 0.8563282210891179, | |
"portuguese_hate_speech": 0.446240328464855, | |
"tweetsentbr": 0.6182338927366704 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.6466060181945417, | |
"harness|bluex|bluex|None|3": 0.5340751043115438, | |
"harness|oab_exams|oab_exams|None|3": 0.428246013667426, | |
"harness|assin2_rte|assin2_rte|None|15": 0.8818500830491456, | |
"harness|assin2_sts|assin2_sts|None|15": 0.7136318187555281, | |
"harness|faquad_nli|faquad_nli|None|15": 0.6780660377358491, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8563282210891179, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.446240328464855, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.6182338927366704 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.6466060181945417, | |
"acc,exam_id__2011": 0.6923076923076923, | |
"acc,exam_id__2010": 0.6752136752136753, | |
"acc,exam_id__2009": 0.6260869565217392, | |
"acc,exam_id__2015": 0.6386554621848739, | |
"acc,exam_id__2017": 0.6810344827586207, | |
"acc,exam_id__2014": 0.6605504587155964, | |
"acc,exam_id__2022": 0.6015037593984962, | |
"acc,exam_id__2012": 0.6206896551724138, | |
"acc,exam_id__2023": 0.6814814814814815, | |
"acc,exam_id__2016_2": 0.6260162601626016, | |
"acc,exam_id__2016": 0.6033057851239669, | |
"acc,exam_id__2013": 0.6574074074074074, | |
"main_score": 0.6466060181945417 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.5340751043115438, | |
"acc,exam_id__UNICAMP_2018": 0.5185185185185185, | |
"acc,exam_id__USP_2022": 0.46938775510204084, | |
"acc,exam_id__UNICAMP_2019": 0.5, | |
"acc,exam_id__UNICAMP_2020": 0.5272727272727272, | |
"acc,exam_id__USP_2024": 0.6341463414634146, | |
"acc,exam_id__UNICAMP_2024": 0.5777777777777777, | |
"acc,exam_id__USP_2021": 0.5, | |
"acc,exam_id__UNICAMP_2021_2": 0.5294117647058824, | |
"acc,exam_id__UNICAMP_2021_1": 0.5434782608695652, | |
"acc,exam_id__UNICAMP_2022": 0.6410256410256411, | |
"acc,exam_id__USP_2023": 0.6363636363636364, | |
"acc,exam_id__UNICAMP_2023": 0.6046511627906976, | |
"acc,exam_id__USP_2018": 0.3888888888888889, | |
"acc,exam_id__USP_2020": 0.48214285714285715, | |
"acc,exam_id__USP_2019": 0.55, | |
"main_score": 0.5340751043115438 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.428246013667426, | |
"acc,exam_id__2017-24": 0.3, | |
"acc,exam_id__2013-12": 0.475, | |
"acc,exam_id__2015-18": 0.375, | |
"acc,exam_id__2018-25": 0.375, | |
"acc,exam_id__2016-19": 0.4358974358974359, | |
"acc,exam_id__2010-01": 0.3411764705882353, | |
"acc,exam_id__2016-20": 0.525, | |
"acc,exam_id__2016-21": 0.4, | |
"acc,exam_id__2011-04": 0.425, | |
"acc,exam_id__2014-15": 0.5384615384615384, | |
"acc,exam_id__2010-02": 0.35, | |
"acc,exam_id__2013-10": 0.45, | |
"acc,exam_id__2012-07": 0.45, | |
"acc,exam_id__2015-17": 0.5641025641025641, | |
"acc,exam_id__2013-11": 0.5125, | |
"acc,exam_id__2012-09": 0.3246753246753247, | |
"acc,exam_id__2015-16": 0.425, | |
"acc,exam_id__2012-08": 0.45, | |
"acc,exam_id__2011-03": 0.3838383838383838, | |
"acc,exam_id__2016-20a": 0.4125, | |
"acc,exam_id__2014-13": 0.3625, | |
"acc,exam_id__2017-23": 0.425, | |
"acc,exam_id__2012-06": 0.425, | |
"acc,exam_id__2011-05": 0.3875, | |
"acc,exam_id__2014-14": 0.525, | |
"acc,exam_id__2012-06a": 0.4625, | |
"acc,exam_id__2017-22": 0.5, | |
"main_score": 0.428246013667426 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.8818500830491456, | |
"acc,all": 0.8827614379084967, | |
"main_score": 0.8818500830491456 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.7136318187555281, | |
"mse,all": 0.6837173202614378, | |
"main_score": 0.7136318187555281 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.6780660377358491, | |
"acc,all": 0.8061538461538461, | |
"main_score": 0.6780660377358491 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.8563282210891179, | |
"acc,all": 0.8564285714285714, | |
"main_score": 0.8563282210891179 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.446240328464855, | |
"acc,all": 0.4535840188014101, | |
"main_score": 0.446240328464855 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.6182338927366704, | |
"acc,all": 0.6935323383084577, | |
"main_score": 0.6182338927366704 | |
} | |
}, | |
"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": 1484.769123783032, | |
"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 | |
} | |
} |