llm_pt_leaderboard_raw_results
/
NousResearch
/Meta-Llama-3-8B
/results_2024-05-21T19-05-24.569014.json
| { | |
| "config_general": { | |
| "start_date": "2024-05-21T19-05-24.569014", | |
| "start_time": 1716318325.7648053, | |
| "end_time": 1716321740.5489323, | |
| "total_evaluation_time_seconds": 3414.784126996994, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "315b20096dc791d381d514deb5f8bd9c8d6d3061", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 16060530688, | |
| "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": "NousResearch/Meta-Llama-3-8B", | |
| "job_id": 688, | |
| "model_id": "NousResearch/Meta-Llama-3-8B_eval_request_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🟢 : pretrained", | |
| "model_architectures": "LlamaForCausalLM", | |
| "submitted_time": "2024-05-21T14:25:56Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6572802432476116, | |
| "all_grouped_npm": 0.4699464953829484, | |
| "all_grouped": { | |
| "enem_challenge": 0.6745976207137858, | |
| "bluex": 0.5730180806675939, | |
| "oab_exams": 0.4810933940774487, | |
| "assin2_rte": 0.8951198939631281, | |
| "assin2_sts": 0.766493362127982, | |
| "faquad_nli": 0.4396551724137931, | |
| "hatebr_offensive": 0.7562902556274187, | |
| "portuguese_hate_speech": 0.6242825607064018, | |
| "tweetsentbr": 0.7049718489309522 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.6745976207137858, | |
| "harness|bluex|bluex|None|3": 0.5730180806675939, | |
| "harness|oab_exams|oab_exams|None|3": 0.4810933940774487, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.8951198939631281, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.766493362127982, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7562902556274187, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6242825607064018, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.7049718489309522 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.6745976207137858, | |
| "acc,exam_id__2013": 0.6759259259259259, | |
| "acc,exam_id__2011": 0.7863247863247863, | |
| "acc,exam_id__2015": 0.6890756302521008, | |
| "acc,exam_id__2016_2": 0.6585365853658537, | |
| "acc,exam_id__2016": 0.6528925619834711, | |
| "acc,exam_id__2017": 0.7068965517241379, | |
| "acc,exam_id__2022": 0.6466165413533834, | |
| "acc,exam_id__2014": 0.6513761467889908, | |
| "acc,exam_id__2023": 0.6888888888888889, | |
| "acc,exam_id__2009": 0.6347826086956522, | |
| "acc,exam_id__2012": 0.6637931034482759, | |
| "acc,exam_id__2010": 0.6410256410256411, | |
| "main_score": 0.6745976207137858 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.5730180806675939, | |
| "acc,exam_id__USP_2022": 0.5918367346938775, | |
| "acc,exam_id__USP_2023": 0.6363636363636364, | |
| "acc,exam_id__UNICAMP_2019": 0.58, | |
| "acc,exam_id__UNICAMP_2020": 0.5454545454545454, | |
| "acc,exam_id__USP_2020": 0.625, | |
| "acc,exam_id__UNICAMP_2021_1": 0.5, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, | |
| "acc,exam_id__UNICAMP_2023": 0.627906976744186, | |
| "acc,exam_id__UNICAMP_2024": 0.7111111111111111, | |
| "acc,exam_id__UNICAMP_2022": 0.717948717948718, | |
| "acc,exam_id__USP_2021": 0.4807692307692308, | |
| "acc,exam_id__USP_2018": 0.46296296296296297, | |
| "acc,exam_id__USP_2024": 0.7073170731707317, | |
| "acc,exam_id__UNICAMP_2018": 0.46296296296296297, | |
| "acc,exam_id__USP_2019": 0.525, | |
| "main_score": 0.5730180806675939 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.4810933940774487, | |
| "acc,exam_id__2014-13": 0.4625, | |
| "acc,exam_id__2011-05": 0.5125, | |
| "acc,exam_id__2017-22": 0.6, | |
| "acc,exam_id__2016-19": 0.5512820512820513, | |
| "acc,exam_id__2010-02": 0.43, | |
| "acc,exam_id__2014-14": 0.5, | |
| "acc,exam_id__2012-07": 0.475, | |
| "acc,exam_id__2012-09": 0.44155844155844154, | |
| "acc,exam_id__2016-21": 0.35, | |
| "acc,exam_id__2016-20": 0.5625, | |
| "acc,exam_id__2012-08": 0.4375, | |
| "acc,exam_id__2017-23": 0.475, | |
| "acc,exam_id__2015-17": 0.5512820512820513, | |
| "acc,exam_id__2011-03": 0.40404040404040403, | |
| "acc,exam_id__2013-11": 0.4875, | |
| "acc,exam_id__2018-25": 0.425, | |
| "acc,exam_id__2015-18": 0.5, | |
| "acc,exam_id__2013-10": 0.475, | |
| "acc,exam_id__2016-20a": 0.475, | |
| "acc,exam_id__2017-24": 0.4625, | |
| "acc,exam_id__2010-01": 0.3176470588235294, | |
| "acc,exam_id__2011-04": 0.4875, | |
| "acc,exam_id__2012-06a": 0.5, | |
| "acc,exam_id__2012-06": 0.5375, | |
| "acc,exam_id__2014-15": 0.5769230769230769, | |
| "acc,exam_id__2015-16": 0.5, | |
| "acc,exam_id__2013-12": 0.5375, | |
| "main_score": 0.4810933940774487 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.8951198939631281, | |
| "acc,all": 0.8954248366013072, | |
| "main_score": 0.8951198939631281 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.766493362127982, | |
| "mse,all": 0.5255637254901961, | |
| "main_score": 0.766493362127982 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.4396551724137931, | |
| "acc,all": 0.7846153846153846, | |
| "main_score": 0.4396551724137931 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.7562902556274187, | |
| "acc,all": 0.7678571428571429, | |
| "main_score": 0.7562902556274187 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6242825607064018, | |
| "acc,all": 0.6462984723854289, | |
| "main_score": 0.6242825607064018 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.7049718489309522, | |
| "acc,all": 0.7383084577114428, | |
| "main_score": 0.7049718489309522 | |
| } | |
| }, | |
| "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": 1371.3547935619315, | |
| "min_seq_length": 1146, | |
| "max_seq_length": 2299, | |
| "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": 1443.769123783032, | |
| "min_seq_length": 1124, | |
| "max_seq_length": 2093, | |
| "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": 1179.3772209567198, | |
| "min_seq_length": 947, | |
| "max_seq_length": 1613, | |
| "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": 1169.5322712418301, | |
| "min_seq_length": 1150, | |
| "max_seq_length": 1233, | |
| "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": 1375.5322712418301, | |
| "min_seq_length": 1356, | |
| "max_seq_length": 1439, | |
| "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": 1298.8215384615385, | |
| "min_seq_length": 1253, | |
| "max_seq_length": 1395, | |
| "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": 1040.3878571428572, | |
| "min_seq_length": 1020, | |
| "max_seq_length": 1259, | |
| "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": 1437.4195064629848, | |
| "min_seq_length": 1407, | |
| "max_seq_length": 1469, | |
| "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": 1298.1537313432837, | |
| "min_seq_length": 1281, | |
| "max_seq_length": 1346, | |
| "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 | |
| } | |
| } |