llm_pt_leaderboard_results
/
baichuan-inc
/Baichuan2-7B-Base
/results_2024-04-02T23-15-16.226523.json
| { | |
| "config_general": { | |
| "start_date": "2024-04-02T23-15-16.226523", | |
| "start_time": 1712099731.2281203, | |
| "end_time": 1712106888.726399, | |
| "total_evaluation_time_seconds": 7157.498278617859, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "f9d4d8dd2f7a3dbede3bda3b0cf0224e9272bbe5", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 15011946496, | |
| "model_num_parameters": 7505973248, | |
| "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": "baichuan-inc/Baichuan2-7B-Base", | |
| "job_id": 341, | |
| "model_id": "baichuan-inc/Baichuan2-7B-Base_eval_request_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🟢 : pretrained", | |
| "model_architectures": "BaichuanForCausalLM", | |
| "submitted_time": "2024-02-05T23:08:25Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.4681820328881288, | |
| "all_grouped_npm": 0.18303534924933723, | |
| "all_grouped": { | |
| "enem_challenge": 0.4926522043386984, | |
| "bluex": 0.40055632823365783, | |
| "oab_exams": 0.3712984054669704, | |
| "assin2_rte": 0.6768700922992148, | |
| "assin2_sts": 0.40858850592639795, | |
| "faquad_nli": 0.45391686964720673, | |
| "hatebr_offensive": 0.4957058514404703, | |
| "portuguese_hate_speech": 0.4419846374820458, | |
| "tweetsentbr": 0.47206540115849704 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.4926522043386984, | |
| "harness|bluex|bluex|None|3": 0.40055632823365783, | |
| "harness|oab_exams|oab_exams|None|3": 0.3712984054669704, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.6768700922992148, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.40858850592639795, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.45391686964720673, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.4957058514404703, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.4419846374820458, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.47206540115849704 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.4926522043386984, | |
| "acc,exam_id__2012": 0.5, | |
| "acc,exam_id__2013": 0.5185185185185185, | |
| "acc,exam_id__2017": 0.5258620689655172, | |
| "acc,exam_id__2016_2": 0.5609756097560976, | |
| "acc,exam_id__2015": 0.44537815126050423, | |
| "acc,exam_id__2011": 0.5213675213675214, | |
| "acc,exam_id__2009": 0.4608695652173913, | |
| "acc,exam_id__2014": 0.47706422018348627, | |
| "acc,exam_id__2010": 0.48717948717948717, | |
| "acc,exam_id__2016": 0.45454545454545453, | |
| "acc,exam_id__2022": 0.42857142857142855, | |
| "acc,exam_id__2023": 0.5333333333333333, | |
| "main_score": 0.4926522043386984 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.40055632823365783, | |
| "acc,exam_id__UNICAMP_2022": 0.38461538461538464, | |
| "acc,exam_id__UNICAMP_2020": 0.43636363636363634, | |
| "acc,exam_id__UNICAMP_2021_2": 0.35294117647058826, | |
| "acc,exam_id__UNICAMP_2019": 0.3, | |
| "acc,exam_id__USP_2020": 0.39285714285714285, | |
| "acc,exam_id__USP_2018": 0.4444444444444444, | |
| "acc,exam_id__UNICAMP_2024": 0.4888888888888889, | |
| "acc,exam_id__USP_2024": 0.4146341463414634, | |
| "acc,exam_id__USP_2022": 0.46938775510204084, | |
| "acc,exam_id__USP_2021": 0.19230769230769232, | |
| "acc,exam_id__USP_2023": 0.5454545454545454, | |
| "acc,exam_id__UNICAMP_2018": 0.35185185185185186, | |
| "acc,exam_id__UNICAMP_2021_1": 0.45652173913043476, | |
| "acc,exam_id__USP_2019": 0.425, | |
| "acc,exam_id__UNICAMP_2023": 0.3953488372093023, | |
| "main_score": 0.40055632823365783 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.3712984054669704, | |
| "acc,exam_id__2012-06": 0.4125, | |
| "acc,exam_id__2014-15": 0.4358974358974359, | |
| "acc,exam_id__2016-21": 0.325, | |
| "acc,exam_id__2012-09": 0.23376623376623376, | |
| "acc,exam_id__2013-11": 0.4, | |
| "acc,exam_id__2014-13": 0.4, | |
| "acc,exam_id__2015-18": 0.45, | |
| "acc,exam_id__2011-04": 0.3875, | |
| "acc,exam_id__2011-03": 0.3434343434343434, | |
| "acc,exam_id__2017-23": 0.325, | |
| "acc,exam_id__2012-08": 0.3, | |
| "acc,exam_id__2012-07": 0.3125, | |
| "acc,exam_id__2012-06a": 0.3375, | |
| "acc,exam_id__2014-14": 0.325, | |
| "acc,exam_id__2015-17": 0.4358974358974359, | |
| "acc,exam_id__2017-22": 0.4625, | |
| "acc,exam_id__2015-16": 0.375, | |
| "acc,exam_id__2013-12": 0.3375, | |
| "acc,exam_id__2017-24": 0.4125, | |
| "acc,exam_id__2010-02": 0.39, | |
| "acc,exam_id__2016-19": 0.44871794871794873, | |
| "acc,exam_id__2010-01": 0.3176470588235294, | |
| "acc,exam_id__2016-20": 0.475, | |
| "acc,exam_id__2018-25": 0.3875, | |
| "acc,exam_id__2016-20a": 0.3125, | |
| "acc,exam_id__2013-10": 0.35, | |
| "acc,exam_id__2011-05": 0.3375, | |
| "main_score": 0.3712984054669704 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.6768700922992148, | |
| "acc,all": 0.7005718954248366, | |
| "main_score": 0.6768700922992148 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.40858850592639795, | |
| "mse,all": 1.657843137254902, | |
| "main_score": 0.40858850592639795 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.45391686964720673, | |
| "acc,all": 0.7861538461538462, | |
| "main_score": 0.45391686964720673 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.4957058514404703, | |
| "acc,all": 0.5828571428571429, | |
| "main_score": 0.4957058514404703 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.4419846374820458, | |
| "acc,all": 0.7038777908343126, | |
| "main_score": 0.4419846374820458 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.47206540115849704, | |
| "acc,all": 0.5920398009950248, | |
| "main_score": 0.47206540115849704 | |
| } | |
| }, | |
| "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": 2, | |
| "non_truncated": 1427, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1713.3477956613017, | |
| "min_seq_length": 1431, | |
| "max_seq_length": 2744, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.998600419874038 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 3, | |
| "non_truncated": 716, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 3, | |
| "mean_seq_length": 1799.5243393602225, | |
| "min_seq_length": 1406, | |
| "max_seq_length": 2648, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.995827538247566 | |
| }, | |
| "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": 1469.0100227790433, | |
| "min_seq_length": 1181, | |
| "max_seq_length": 2022, | |
| "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": 1393.9803921568628, | |
| "min_seq_length": 1370, | |
| "max_seq_length": 1463, | |
| "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": 1629.9803921568628, | |
| "min_seq_length": 1606, | |
| "max_seq_length": 1699, | |
| "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": 1638.336923076923, | |
| "min_seq_length": 1580, | |
| "max_seq_length": 1762, | |
| "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": 1271.5492857142858, | |
| "min_seq_length": 1248, | |
| "max_seq_length": 1548, | |
| "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": 1810.5064629847238, | |
| "min_seq_length": 1774, | |
| "max_seq_length": 1845, | |
| "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": 1566.1213930348258, | |
| "min_seq_length": 1545, | |
| "max_seq_length": 1619, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 5, | |
| "non_truncated": 14145, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 5 | |
| } | |
| } |