llm_pt_leaderboard_raw_results
/
NousResearch
/Nous-Hermes-2-Yi-34B
/results_2024-02-27T03-50-28.297314.json
| { | |
| "config_general": { | |
| "start_date": "2024-02-27T03-50-28.297314", | |
| "start_time": 1709005829.2408185, | |
| "end_time": 1709059241.9813542, | |
| "total_evaluation_time_seconds": 53412.740535736084, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "fcb0a8847e76aea14aba9aa44009d4418ad7c18f", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 68912067584, | |
| "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": 4096, | |
| "max_ctx_length": 4064, | |
| "max_gen_toks": 32, | |
| "model_name": "NousResearch/Nous-Hermes-2-Yi-34B", | |
| "job_id": 268, | |
| "model_id": "NousResearch/Nous-Hermes-2-Yi-34B_eval_request_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
| "model_architectures": "LlamaForCausalLM", | |
| "submitted_time": "2024-02-27T00:37:39Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.7241873146105138, | |
| "all_grouped_npm": 0.5795863393852321, | |
| "all_grouped": { | |
| "enem_challenge": 0.7312806158152554, | |
| "bluex": 0.6578581363004172, | |
| "oab_exams": 0.5599088838268793, | |
| "assin2_rte": 0.9215044447012628, | |
| "assin2_sts": 0.7985401560561216, | |
| "faquad_nli": 0.7605236777394121, | |
| "hatebr_offensive": 0.7703803469511286, | |
| "portuguese_hate_speech": 0.6607502875554572, | |
| "tweetsentbr": 0.6569392825486907 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.7312806158152554, | |
| "harness|bluex|bluex|None|3": 0.6578581363004172, | |
| "harness|oab_exams|oab_exams|None|3": 0.5599088838268793, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9215044447012628, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7985401560561216, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7605236777394121, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7703803469511286, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6607502875554572, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.6569392825486907 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.7312806158152554, | |
| "acc,exam_id__2016_2": 0.6991869918699187, | |
| "acc,exam_id__2023": 0.725925925925926, | |
| "acc,exam_id__2014": 0.7889908256880734, | |
| "acc,exam_id__2017": 0.7155172413793104, | |
| "acc,exam_id__2009": 0.7478260869565218, | |
| "acc,exam_id__2015": 0.6890756302521008, | |
| "acc,exam_id__2016": 0.6776859504132231, | |
| "acc,exam_id__2022": 0.6917293233082706, | |
| "acc,exam_id__2012": 0.7327586206896551, | |
| "acc,exam_id__2013": 0.7314814814814815, | |
| "acc,exam_id__2011": 0.8461538461538461, | |
| "acc,exam_id__2010": 0.7435897435897436, | |
| "main_score": 0.7312806158152554 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.6578581363004172, | |
| "acc,exam_id__USP_2023": 0.7954545454545454, | |
| "acc,exam_id__UNICAMP_2023": 0.6744186046511628, | |
| "acc,exam_id__UNICAMP_2024": 0.6, | |
| "acc,exam_id__USP_2021": 0.6730769230769231, | |
| "acc,exam_id__UNICAMP_2021_2": 0.6666666666666666, | |
| "acc,exam_id__UNICAMP_2019": 0.72, | |
| "acc,exam_id__UNICAMP_2022": 0.7435897435897436, | |
| "acc,exam_id__UNICAMP_2018": 0.6296296296296297, | |
| "acc,exam_id__UNICAMP_2020": 0.5818181818181818, | |
| "acc,exam_id__USP_2020": 0.5714285714285714, | |
| "acc,exam_id__USP_2018": 0.5925925925925926, | |
| "acc,exam_id__USP_2019": 0.575, | |
| "acc,exam_id__UNICAMP_2021_1": 0.6739130434782609, | |
| "acc,exam_id__USP_2024": 0.8292682926829268, | |
| "acc,exam_id__USP_2022": 0.6122448979591837, | |
| "main_score": 0.6578581363004172 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.5599088838268793, | |
| "acc,exam_id__2012-08": 0.6, | |
| "acc,exam_id__2015-17": 0.6410256410256411, | |
| "acc,exam_id__2012-09": 0.4935064935064935, | |
| "acc,exam_id__2013-11": 0.5625, | |
| "acc,exam_id__2014-13": 0.5125, | |
| "acc,exam_id__2012-06": 0.625, | |
| "acc,exam_id__2017-24": 0.55, | |
| "acc,exam_id__2010-01": 0.4823529411764706, | |
| "acc,exam_id__2016-20a": 0.45, | |
| "acc,exam_id__2012-06a": 0.6, | |
| "acc,exam_id__2017-23": 0.5125, | |
| "acc,exam_id__2014-14": 0.6375, | |
| "acc,exam_id__2018-25": 0.55, | |
| "acc,exam_id__2013-10": 0.65, | |
| "acc,exam_id__2011-05": 0.5125, | |
| "acc,exam_id__2017-22": 0.5375, | |
| "acc,exam_id__2011-03": 0.47474747474747475, | |
| "acc,exam_id__2016-21": 0.5125, | |
| "acc,exam_id__2015-16": 0.4875, | |
| "acc,exam_id__2011-04": 0.475, | |
| "acc,exam_id__2016-20": 0.575, | |
| "acc,exam_id__2014-15": 0.6794871794871795, | |
| "acc,exam_id__2012-07": 0.6, | |
| "acc,exam_id__2016-19": 0.5512820512820513, | |
| "acc,exam_id__2015-18": 0.575, | |
| "acc,exam_id__2013-12": 0.625, | |
| "acc,exam_id__2010-02": 0.65, | |
| "main_score": 0.5599088838268793 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9215044447012628, | |
| "acc,all": 0.9215686274509803, | |
| "main_score": 0.9215044447012628 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7985401560561216, | |
| "mse,all": 0.47377902124182997, | |
| "main_score": 0.7985401560561216 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7605236777394121, | |
| "acc,all": 0.8015384615384615, | |
| "main_score": 0.7605236777394121 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.7703803469511286, | |
| "acc,all": 0.7807142857142857, | |
| "main_score": 0.7703803469511286 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6607502875554572, | |
| "acc,all": 0.6721504112808461, | |
| "main_score": 0.6607502875554572 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.6569392825486907, | |
| "acc,all": 0.7213930348258707, | |
| "main_score": 0.6569392825486907 | |
| } | |
| }, | |
| "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": 1816.6696990902728, | |
| "min_seq_length": 1522, | |
| "max_seq_length": 2832, | |
| "max_ctx_length": 4064, | |
| "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": 1930.1738525730182, | |
| "min_seq_length": 1518, | |
| "max_seq_length": 2812, | |
| "max_ctx_length": 4064, | |
| "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": 1566.7266514806379, | |
| "min_seq_length": 1266, | |
| "max_seq_length": 2104, | |
| "max_ctx_length": 4064, | |
| "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": 1664.5265522875818, | |
| "min_seq_length": 1640, | |
| "max_seq_length": 1736, | |
| "max_ctx_length": 4064, | |
| "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": 1868.5265522875818, | |
| "min_seq_length": 1844, | |
| "max_seq_length": 1940, | |
| "max_ctx_length": 4064, | |
| "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": 1923.1292307692308, | |
| "min_seq_length": 1863, | |
| "max_seq_length": 2056, | |
| "max_ctx_length": 4064, | |
| "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": 1680.9257142857143, | |
| "min_seq_length": 1653, | |
| "max_seq_length": 1959, | |
| "max_ctx_length": 4064, | |
| "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": 2208.7544065804937, | |
| "min_seq_length": 2171, | |
| "max_seq_length": 2244, | |
| "max_ctx_length": 4064, | |
| "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": 1894.844776119403, | |
| "min_seq_length": 1872, | |
| "max_seq_length": 2010, | |
| "max_ctx_length": 4064, | |
| "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 | |
| } | |
| } |