llm_pt_leaderboard_results
/
VAGOsolutions
/Llama-3-SauerkrautLM-8b-Instruct
/results_2024-05-19T22-55-30.334730.json
| { | |
| "config_general": { | |
| "start_date": "2024-05-19T22-55-30.334730", | |
| "start_time": 1716159331.088897, | |
| "end_time": 1716163870.0298204, | |
| "total_evaluation_time_seconds": 4538.940923452377, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "37127c44d7c0fb56cef817270c4b1a6802d8793a", | |
| "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": 4, | |
| "max_length": 2560, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "model_name": "VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct", | |
| "job_id": 665, | |
| "model_id": "VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct_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": "2024-05-17T15:12:16Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.687802425158504, | |
| "all_grouped_npm": 0.5349106999142944, | |
| "all_grouped": { | |
| "enem_challenge": 0.7102869139258222, | |
| "bluex": 0.5855354659248957, | |
| "oab_exams": 0.511617312072893, | |
| "assin2_rte": 0.9174464106844742, | |
| "assin2_sts": 0.7270928056226034, | |
| "faquad_nli": 0.7545670310701956, | |
| "hatebr_offensive": 0.8663024455213106, | |
| "portuguese_hate_speech": 0.6111969782184543, | |
| "tweetsentbr": 0.5061764633858858 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.7102869139258222, | |
| "harness|bluex|bluex|None|3": 0.5855354659248957, | |
| "harness|oab_exams|oab_exams|None|3": 0.511617312072893, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9174464106844742, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7270928056226034, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7545670310701956, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8663024455213106, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6111969782184543, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.5061764633858858 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.7102869139258222, | |
| "acc,exam_id__2023": 0.762962962962963, | |
| "acc,exam_id__2009": 0.7478260869565218, | |
| "acc,exam_id__2010": 0.7094017094017094, | |
| "acc,exam_id__2015": 0.7226890756302521, | |
| "acc,exam_id__2017": 0.6896551724137931, | |
| "acc,exam_id__2016_2": 0.6585365853658537, | |
| "acc,exam_id__2022": 0.6616541353383458, | |
| "acc,exam_id__2011": 0.7350427350427351, | |
| "acc,exam_id__2012": 0.7241379310344828, | |
| "acc,exam_id__2014": 0.7339449541284404, | |
| "acc,exam_id__2013": 0.6851851851851852, | |
| "acc,exam_id__2016": 0.6942148760330579, | |
| "main_score": 0.7102869139258222 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.5855354659248957, | |
| "acc,exam_id__UNICAMP_2022": 0.6923076923076923, | |
| "acc,exam_id__USP_2024": 0.6829268292682927, | |
| "acc,exam_id__USP_2022": 0.5306122448979592, | |
| "acc,exam_id__USP_2020": 0.5714285714285714, | |
| "acc,exam_id__UNICAMP_2019": 0.64, | |
| "acc,exam_id__UNICAMP_2024": 0.6444444444444445, | |
| "acc,exam_id__USP_2021": 0.5769230769230769, | |
| "acc,exam_id__USP_2023": 0.7045454545454546, | |
| "acc,exam_id__USP_2019": 0.6, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5686274509803921, | |
| "acc,exam_id__UNICAMP_2020": 0.5454545454545454, | |
| "acc,exam_id__UNICAMP_2018": 0.4444444444444444, | |
| "acc,exam_id__UNICAMP_2023": 0.627906976744186, | |
| "acc,exam_id__UNICAMP_2021_1": 0.6086956521739131, | |
| "acc,exam_id__USP_2018": 0.4444444444444444, | |
| "main_score": 0.5855354659248957 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.511617312072893, | |
| "acc,exam_id__2017-23": 0.5, | |
| "acc,exam_id__2017-24": 0.4875, | |
| "acc,exam_id__2011-04": 0.5125, | |
| "acc,exam_id__2014-14": 0.6375, | |
| "acc,exam_id__2012-09": 0.5584415584415584, | |
| "acc,exam_id__2016-19": 0.5256410256410257, | |
| "acc,exam_id__2012-08": 0.5125, | |
| "acc,exam_id__2012-06": 0.525, | |
| "acc,exam_id__2018-25": 0.5375, | |
| "acc,exam_id__2013-11": 0.5125, | |
| "acc,exam_id__2013-12": 0.5625, | |
| "acc,exam_id__2014-13": 0.425, | |
| "acc,exam_id__2015-17": 0.6410256410256411, | |
| "acc,exam_id__2017-22": 0.575, | |
| "acc,exam_id__2011-03": 0.494949494949495, | |
| "acc,exam_id__2015-16": 0.4625, | |
| "acc,exam_id__2016-20a": 0.4625, | |
| "acc,exam_id__2011-05": 0.45, | |
| "acc,exam_id__2013-10": 0.45, | |
| "acc,exam_id__2015-18": 0.525, | |
| "acc,exam_id__2012-06a": 0.5625, | |
| "acc,exam_id__2010-01": 0.3764705882352941, | |
| "acc,exam_id__2016-20": 0.55, | |
| "acc,exam_id__2014-15": 0.5641025641025641, | |
| "acc,exam_id__2010-02": 0.55, | |
| "acc,exam_id__2016-21": 0.3875, | |
| "acc,exam_id__2012-07": 0.475, | |
| "main_score": 0.511617312072893 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9174464106844742, | |
| "acc,all": 0.9174836601307189, | |
| "main_score": 0.9174464106844742 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7270928056226034, | |
| "mse,all": 0.7293872549019608, | |
| "main_score": 0.7270928056226034 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7545670310701956, | |
| "acc,all": 0.8061538461538461, | |
| "main_score": 0.7545670310701956 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.8663024455213106, | |
| "acc,all": 0.8664285714285714, | |
| "main_score": 0.8663024455213106 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6111969782184543, | |
| "acc,all": 0.6133960047003525, | |
| "main_score": 0.6111969782184543 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.5061764633858858, | |
| "acc,all": 0.7248756218905472, | |
| "main_score": 0.5061764633858858 | |
| } | |
| }, | |
| "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 | |
| } | |
| } |