llm_pt_leaderboard_results
/
NousResearch
/Nous-Capybara-34B
/results_2024-05-16T07-59-45.028987.json
| { | |
| "config_general": { | |
| "start_date": "2024-05-16T07-59-45.028987", | |
| "start_time": 1715846385.642403, | |
| "end_time": 1715860580.5067472, | |
| "total_evaluation_time_seconds": 14194.864344358444, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "6beb706364038ba43350d85734975377236e9546", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 74921849856, | |
| "model_num_parameters": 34388917248, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 2, | |
| "max_length": 2560, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "model_name": "NousResearch/Nous-Capybara-34B", | |
| "job_id": 617, | |
| "model_id": "NousResearch/Nous-Capybara-34B_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": "2024-04-26T07:21:50Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.7211775604034519, | |
| "all_grouped_npm": 0.5788836162044235, | |
| "all_grouped": { | |
| "enem_challenge": 0.7116864940517844, | |
| "bluex": 0.6300417246175244, | |
| "oab_exams": 0.5530751708428246, | |
| "assin2_rte": 0.9007100934823724, | |
| "assin2_sts": 0.757100596654299, | |
| "faquad_nli": 0.7731239092495636, | |
| "hatebr_offensive": 0.7408626005155765, | |
| "portuguese_hate_speech": 0.7161125319693095, | |
| "tweetsentbr": 0.7078849222478135 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.7116864940517844, | |
| "harness|bluex|bluex|None|3": 0.6300417246175244, | |
| "harness|oab_exams|oab_exams|None|3": 0.5530751708428246, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9007100934823724, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.757100596654299, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7731239092495636, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7408626005155765, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7161125319693095, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.7078849222478135 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.7116864940517844, | |
| "acc,exam_id__2010": 0.7264957264957265, | |
| "acc,exam_id__2011": 0.811965811965812, | |
| "acc,exam_id__2014": 0.6972477064220184, | |
| "acc,exam_id__2023": 0.7703703703703704, | |
| "acc,exam_id__2009": 0.6695652173913044, | |
| "acc,exam_id__2012": 0.7327586206896551, | |
| "acc,exam_id__2017": 0.6896551724137931, | |
| "acc,exam_id__2013": 0.6759259259259259, | |
| "acc,exam_id__2016": 0.6694214876033058, | |
| "acc,exam_id__2016_2": 0.6747967479674797, | |
| "acc,exam_id__2015": 0.7478991596638656, | |
| "acc,exam_id__2022": 0.6691729323308271, | |
| "main_score": 0.7116864940517844 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.6300417246175244, | |
| "acc,exam_id__USP_2019": 0.475, | |
| "acc,exam_id__UNICAMP_2019": 0.7, | |
| "acc,exam_id__UNICAMP_2023": 0.6046511627906976, | |
| "acc,exam_id__UNICAMP_2021_1": 0.6086956521739131, | |
| "acc,exam_id__UNICAMP_2021_2": 0.7450980392156863, | |
| "acc,exam_id__UNICAMP_2024": 0.6, | |
| "acc,exam_id__USP_2022": 0.673469387755102, | |
| "acc,exam_id__USP_2023": 0.7045454545454546, | |
| "acc,exam_id__UNICAMP_2018": 0.5925925925925926, | |
| "acc,exam_id__UNICAMP_2020": 0.6181818181818182, | |
| "acc,exam_id__USP_2020": 0.5, | |
| "acc,exam_id__USP_2018": 0.5925925925925926, | |
| "acc,exam_id__UNICAMP_2022": 0.6153846153846154, | |
| "acc,exam_id__USP_2021": 0.6346153846153846, | |
| "acc,exam_id__USP_2024": 0.8048780487804879, | |
| "main_score": 0.6300417246175244 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.5530751708428246, | |
| "acc,exam_id__2010-01": 0.4588235294117647, | |
| "acc,exam_id__2017-24": 0.5625, | |
| "acc,exam_id__2011-04": 0.4375, | |
| "acc,exam_id__2011-05": 0.5375, | |
| "acc,exam_id__2012-09": 0.5454545454545454, | |
| "acc,exam_id__2014-15": 0.7051282051282052, | |
| "acc,exam_id__2017-23": 0.5, | |
| "acc,exam_id__2016-20": 0.5625, | |
| "acc,exam_id__2013-12": 0.6, | |
| "acc,exam_id__2012-06a": 0.625, | |
| "acc,exam_id__2013-10": 0.5375, | |
| "acc,exam_id__2011-03": 0.5858585858585859, | |
| "acc,exam_id__2014-14": 0.55, | |
| "acc,exam_id__2016-19": 0.5256410256410257, | |
| "acc,exam_id__2012-07": 0.5125, | |
| "acc,exam_id__2016-20a": 0.55, | |
| "acc,exam_id__2012-06": 0.5375, | |
| "acc,exam_id__2017-22": 0.5375, | |
| "acc,exam_id__2016-21": 0.5, | |
| "acc,exam_id__2010-02": 0.62, | |
| "acc,exam_id__2018-25": 0.5375, | |
| "acc,exam_id__2013-11": 0.525, | |
| "acc,exam_id__2014-13": 0.525, | |
| "acc,exam_id__2015-16": 0.55, | |
| "acc,exam_id__2015-18": 0.6625, | |
| "acc,exam_id__2015-17": 0.6153846153846154, | |
| "acc,exam_id__2012-08": 0.5125, | |
| "main_score": 0.5530751708428246 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9007100934823724, | |
| "acc,all": 0.9007352941176471, | |
| "main_score": 0.9007100934823724 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.757100596654299, | |
| "mse,all": 0.628892973856209, | |
| "main_score": 0.757100596654299 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7731239092495636, | |
| "acc,all": 0.823076923076923, | |
| "main_score": 0.7731239092495636 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.7408626005155765, | |
| "acc,all": 0.755, | |
| "main_score": 0.7408626005155765 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.7161125319693095, | |
| "acc,all": 0.7567567567567568, | |
| "main_score": 0.7161125319693095 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.7078849222478135, | |
| "acc,all": 0.7442786069651741, | |
| "main_score": 0.7078849222478135 | |
| } | |
| }, | |
| "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": 1773.6696990902728, | |
| "min_seq_length": 1479, | |
| "max_seq_length": 2789, | |
| "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": 5, | |
| "mean_seq_length": 1887.1738525730182, | |
| "min_seq_length": 1475, | |
| "max_seq_length": 2769, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.9930458970792766 | |
| }, | |
| "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": 1523.7266514806379, | |
| "min_seq_length": 1223, | |
| "max_seq_length": 2061, | |
| "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": 1501.5265522875818, | |
| "min_seq_length": 1477, | |
| "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|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": 1720.5265522875818, | |
| "min_seq_length": 1696, | |
| "max_seq_length": 1792, | |
| "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": 1760.1292307692308, | |
| "min_seq_length": 1700, | |
| "max_seq_length": 1893, | |
| "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": 1417.9257142857143, | |
| "min_seq_length": 1390, | |
| "max_seq_length": 1696, | |
| "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": 1945.7544065804934, | |
| "min_seq_length": 1908, | |
| "max_seq_length": 1981, | |
| "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": 1614.844776119403, | |
| "min_seq_length": 1592, | |
| "max_seq_length": 1730, | |
| "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": 7 | |
| } | |
| } |