llm_pt_leaderboard_raw_results
/
openlm-research
/open_llama_3b_v2
/results_2024-02-16T09-14-10.452122.json
{ | |
"config_general": { | |
"start_date": "2024-02-16T09-14-10.452122", | |
"start_time": 1708074851.033915, | |
"end_time": 1708081567.0314703, | |
"total_evaluation_time_seconds": 6715.99755525589, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "bce5d60d3b0c68318862270ec4e794d83308d80a", | |
"model_dtype": "float16", | |
"model_memory_footprint": 6874251600, | |
"model_num_parameters": 3426473600, | |
"model_is_loaded_in_4bit": false, | |
"model_is_loaded_in_8bit": false, | |
"model_is_quantized": null, | |
"model_device": "cuda:1", | |
"batch_size": 32, | |
"max_length": 2048, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"model_name": "openlm-research/open_llama_3b_v2", | |
"job_id": 208, | |
"model_id": "openlm-research/open_llama_3b_v2_eval_request_False_float16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "🟢 : pretrained", | |
"model_architectures": "LlamaForCausalLM", | |
"submitted_time": "2024-02-11T13:34:18Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.0.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.2651294592598282, | |
"all_grouped_npm": -0.01930347597394789, | |
"all_grouped": { | |
"enem_challenge": 0.19244226731980407, | |
"bluex": 0.22253129346314326, | |
"oab_exams": 0.26651480637813213, | |
"assin2_rte": 0.45744669644470837, | |
"assin2_sts": 0.008272566397281897, | |
"faquad_nli": 0.43771626297577854, | |
"sparrow_pt": 0.2709823218399494 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.19244226731980407, | |
"harness|bluex|bluex|None|3": 0.22253129346314326, | |
"harness|oab_exams|oab_exams|None|3": 0.26651480637813213, | |
"harness|assin2_rte|assin2_rte|None|15": 0.45744669644470837, | |
"harness|assin2_sts|assin2_sts|None|15": 0.008272566397281897, | |
"harness|faquad_nli|faquad_nli|None|15": 0.43771626297577854, | |
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.034742010912704735, | |
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, | |
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.35668487451821984, | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.29929851843372757 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.19244226731980407, | |
"acc,exam_id__2015": 0.17647058823529413, | |
"acc,exam_id__2012": 0.27586206896551724, | |
"acc,exam_id__2017": 0.1724137931034483, | |
"acc,exam_id__2009": 0.22608695652173913, | |
"acc,exam_id__2023": 0.14814814814814814, | |
"acc,exam_id__2016_2": 0.21138211382113822, | |
"acc,exam_id__2010": 0.20512820512820512, | |
"acc,exam_id__2014": 0.1651376146788991, | |
"acc,exam_id__2013": 0.18518518518518517, | |
"acc,exam_id__2022": 0.18045112781954886, | |
"acc,exam_id__2011": 0.19658119658119658, | |
"acc,exam_id__2016": 0.17355371900826447, | |
"main_score": 0.19244226731980407 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.22253129346314326, | |
"acc,exam_id__UNICAMP_2022": 0.23076923076923078, | |
"acc,exam_id__UNICAMP_2019": 0.32, | |
"acc,exam_id__UNICAMP_2023": 0.3023255813953488, | |
"acc,exam_id__UNICAMP_2018": 0.3148148148148148, | |
"acc,exam_id__UNICAMP_2020": 0.2545454545454545, | |
"acc,exam_id__USP_2024": 0.17073170731707318, | |
"acc,exam_id__UNICAMP_2021_2": 0.27450980392156865, | |
"acc,exam_id__USP_2022": 0.22448979591836735, | |
"acc,exam_id__USP_2019": 0.175, | |
"acc,exam_id__USP_2021": 0.17307692307692307, | |
"acc,exam_id__USP_2023": 0.1590909090909091, | |
"acc,exam_id__UNICAMP_2021_1": 0.17391304347826086, | |
"acc,exam_id__UNICAMP_2024": 0.3111111111111111, | |
"acc,exam_id__USP_2020": 0.16071428571428573, | |
"acc,exam_id__USP_2018": 0.09259259259259259, | |
"main_score": 0.22253129346314326 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.26651480637813213, | |
"acc,exam_id__2012-06a": 0.25, | |
"acc,exam_id__2015-17": 0.2564102564102564, | |
"acc,exam_id__2012-06": 0.2375, | |
"acc,exam_id__2014-15": 0.32051282051282054, | |
"acc,exam_id__2016-20": 0.2375, | |
"acc,exam_id__2013-10": 0.3125, | |
"acc,exam_id__2012-07": 0.325, | |
"acc,exam_id__2011-03": 0.24242424242424243, | |
"acc,exam_id__2011-05": 0.25, | |
"acc,exam_id__2016-19": 0.2564102564102564, | |
"acc,exam_id__2017-23": 0.2125, | |
"acc,exam_id__2017-22": 0.25, | |
"acc,exam_id__2018-25": 0.2625, | |
"acc,exam_id__2014-13": 0.25, | |
"acc,exam_id__2017-24": 0.275, | |
"acc,exam_id__2010-01": 0.23529411764705882, | |
"acc,exam_id__2014-14": 0.3125, | |
"acc,exam_id__2011-04": 0.2625, | |
"acc,exam_id__2013-12": 0.275, | |
"acc,exam_id__2015-16": 0.25, | |
"acc,exam_id__2016-21": 0.3, | |
"acc,exam_id__2013-11": 0.325, | |
"acc,exam_id__2012-08": 0.3375, | |
"acc,exam_id__2016-20a": 0.225, | |
"acc,exam_id__2012-09": 0.2987012987012987, | |
"acc,exam_id__2010-02": 0.24, | |
"acc,exam_id__2015-18": 0.2125, | |
"main_score": 0.26651480637813213 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.45744669644470837, | |
"acc,all": 0.5616830065359477, | |
"main_score": 0.45744669644470837 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.008272566397281897, | |
"mse,all": 2.347291666666667, | |
"main_score": 0.008272566397281897 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.43771626297577854, | |
"acc,all": 0.7784615384615384, | |
"main_score": 0.43771626297577854 | |
}, | |
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { | |
"f1_macro,all": 0.034742010912704735, | |
"acc,all": 0.062, | |
"main_score": 0.034742010912704735 | |
}, | |
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { | |
"f1_macro,all": 0.3932038834951456, | |
"acc,all": 0.648, | |
"main_score": 0.3932038834951456 | |
}, | |
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { | |
"f1_macro,all": 0.35668487451821984, | |
"acc,all": 0.698, | |
"main_score": 0.35668487451821984 | |
}, | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { | |
"f1_macro,all": 0.29929851843372757, | |
"acc,all": 0.364, | |
"main_score": 0.29929851843372757 | |
} | |
}, | |
"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|sparrow_pt|sparrow_emotion-2021-cortiz-por": "LM Harness task", | |
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": "LM Harness task", | |
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": "LM Harness task", | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": "LM Harness task" | |
}, | |
"versions": { | |
"all": 0, | |
"harness|enem_challenge|enem_challenge": 1.0, | |
"harness|bluex|bluex": 1.0, | |
"harness|oab_exams|oab_exams": 1.4, | |
"harness|assin2_rte|assin2_rte": 1.0, | |
"harness|assin2_sts|assin2_sts": 1.0, | |
"harness|faquad_nli|faquad_nli": 1.0, | |
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": 1.0, | |
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": 1.0, | |
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": 1.0, | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": 1.0 | |
}, | |
"summary_tasks": { | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"sample_size": 1429, | |
"truncated": 80, | |
"non_truncated": 1349, | |
"padded": 0, | |
"non_padded": 1429, | |
"fewshots_truncated": 82, | |
"mean_seq_length": 1710.5661301609516, | |
"min_seq_length": 1421, | |
"max_seq_length": 2714, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.942617214835549 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 9, | |
"non_truncated": 710, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 9, | |
"mean_seq_length": 1454.9638386648123, | |
"min_seq_length": 1049, | |
"max_seq_length": 2328, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.987482614742698 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"sample_size": 2195, | |
"truncated": 1, | |
"non_truncated": 2194, | |
"padded": 0, | |
"non_padded": 2195, | |
"fewshots_truncated": 1, | |
"mean_seq_length": 1475.7662870159454, | |
"min_seq_length": 1180, | |
"max_seq_length": 2021, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.9995444191343963 | |
}, | |
"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": 1351.575163398693, | |
"min_seq_length": 1327, | |
"max_seq_length": 1425, | |
"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": 1518.575163398693, | |
"min_seq_length": 1494, | |
"max_seq_length": 1592, | |
"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": 1649.2215384615386, | |
"min_seq_length": 1588, | |
"max_seq_length": 1778, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 15.0, | |
"mean_effective_fewshot_size": 15.0 | |
}, | |
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { | |
"sample_size": 500, | |
"truncated": 0, | |
"non_truncated": 500, | |
"padded": 0, | |
"non_padded": 500, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1766.418, | |
"min_seq_length": 1742, | |
"max_seq_length": 1807, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
}, | |
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { | |
"sample_size": 500, | |
"truncated": 0, | |
"non_truncated": 500, | |
"padded": 0, | |
"non_padded": 500, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1812.832, | |
"min_seq_length": 1787, | |
"max_seq_length": 1854, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
}, | |
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { | |
"sample_size": 500, | |
"truncated": 0, | |
"non_truncated": 500, | |
"padded": 0, | |
"non_padded": 500, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1523.582, | |
"min_seq_length": 1505, | |
"max_seq_length": 1560, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
}, | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { | |
"sample_size": 500, | |
"truncated": 0, | |
"non_truncated": 500, | |
"padded": 0, | |
"non_padded": 500, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1697.95, | |
"min_seq_length": 1680, | |
"max_seq_length": 1732, | |
"max_ctx_length": 2016, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 90, | |
"non_truncated": 11799, | |
"padded": 0, | |
"non_padded": 11889, | |
"fewshots_truncated": 92 | |
} | |
} |