llm_pt_leaderboard_results
/
NousResearch
/Hermes-2-Theta-Llama-3-8B
/results_2024-05-27T07-29-46.242035.json
| { | |
| "config_general": { | |
| "start_date": "2024-05-27T07-29-46.242035", | |
| "start_time": 1716794986.8632545, | |
| "end_time": 1716798949.454973, | |
| "total_evaluation_time_seconds": 3962.5917184352875, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "dd2bfa013380639acf9e8fa45ceacbc45fb44081", | |
| "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/Hermes-2-Theta-Llama-3-8B", | |
| "job_id": 743, | |
| "model_id": "NousResearch/Hermes-2-Theta-Llama-3-8B_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": "2024-05-27T04:35:42Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.7000126518753824, | |
| "all_grouped_npm": 0.5524589589565919, | |
| "all_grouped": { | |
| "enem_challenge": 0.6997900629811057, | |
| "bluex": 0.5702364394993046, | |
| "oab_exams": 0.47198177676537584, | |
| "assin2_rte": 0.9207473491333994, | |
| "assin2_sts": 0.7468943971678241, | |
| "faquad_nli": 0.7622538924128841, | |
| "hatebr_offensive": 0.7992468869348173, | |
| "portuguese_hate_speech": 0.6630305662353587, | |
| "tweetsentbr": 0.6659324957483715 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.6997900629811057, | |
| "harness|bluex|bluex|None|3": 0.5702364394993046, | |
| "harness|oab_exams|oab_exams|None|3": 0.47198177676537584, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9207473491333994, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7468943971678241, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7622538924128841, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7992468869348173, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6630305662353587, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.6659324957483715 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.6997900629811057, | |
| "acc,exam_id__2011": 0.7777777777777778, | |
| "acc,exam_id__2017": 0.6982758620689655, | |
| "acc,exam_id__2015": 0.7142857142857143, | |
| "acc,exam_id__2016": 0.6363636363636364, | |
| "acc,exam_id__2016_2": 0.6910569105691057, | |
| "acc,exam_id__2009": 0.7130434782608696, | |
| "acc,exam_id__2012": 0.7068965517241379, | |
| "acc,exam_id__2010": 0.717948717948718, | |
| "acc,exam_id__2013": 0.6574074074074074, | |
| "acc,exam_id__2014": 0.7339449541284404, | |
| "acc,exam_id__2022": 0.6466165413533834, | |
| "acc,exam_id__2023": 0.7111111111111111, | |
| "main_score": 0.6997900629811057 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.5702364394993046, | |
| "acc,exam_id__UNICAMP_2018": 0.5555555555555556, | |
| "acc,exam_id__UNICAMP_2023": 0.5348837209302325, | |
| "acc,exam_id__USP_2023": 0.6818181818181818, | |
| "acc,exam_id__UNICAMP_2024": 0.5777777777777777, | |
| "acc,exam_id__USP_2024": 0.6829268292682927, | |
| "acc,exam_id__UNICAMP_2021_1": 0.5652173913043478, | |
| "acc,exam_id__USP_2020": 0.5714285714285714, | |
| "acc,exam_id__UNICAMP_2020": 0.6181818181818182, | |
| "acc,exam_id__UNICAMP_2022": 0.5897435897435898, | |
| "acc,exam_id__UNICAMP_2019": 0.52, | |
| "acc,exam_id__UNICAMP_2021_2": 0.49019607843137253, | |
| "acc,exam_id__USP_2018": 0.48148148148148145, | |
| "acc,exam_id__USP_2021": 0.5961538461538461, | |
| "acc,exam_id__USP_2019": 0.6, | |
| "acc,exam_id__USP_2022": 0.5306122448979592, | |
| "main_score": 0.5702364394993046 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.47198177676537584, | |
| "acc,exam_id__2011-03": 0.36363636363636365, | |
| "acc,exam_id__2014-13": 0.4125, | |
| "acc,exam_id__2013-10": 0.5, | |
| "acc,exam_id__2017-24": 0.4375, | |
| "acc,exam_id__2017-22": 0.575, | |
| "acc,exam_id__2012-06a": 0.5125, | |
| "acc,exam_id__2016-20a": 0.45, | |
| "acc,exam_id__2012-09": 0.4675324675324675, | |
| "acc,exam_id__2015-16": 0.35, | |
| "acc,exam_id__2011-04": 0.45, | |
| "acc,exam_id__2012-07": 0.425, | |
| "acc,exam_id__2014-14": 0.55, | |
| "acc,exam_id__2014-15": 0.5897435897435898, | |
| "acc,exam_id__2010-02": 0.48, | |
| "acc,exam_id__2015-18": 0.45, | |
| "acc,exam_id__2016-19": 0.5, | |
| "acc,exam_id__2012-06": 0.4625, | |
| "acc,exam_id__2013-12": 0.5625, | |
| "acc,exam_id__2011-05": 0.4375, | |
| "acc,exam_id__2017-23": 0.45, | |
| "acc,exam_id__2013-11": 0.5375, | |
| "acc,exam_id__2016-20": 0.5375, | |
| "acc,exam_id__2016-21": 0.4, | |
| "acc,exam_id__2018-25": 0.4625, | |
| "acc,exam_id__2010-01": 0.36470588235294116, | |
| "acc,exam_id__2012-08": 0.4875, | |
| "acc,exam_id__2015-17": 0.5641025641025641, | |
| "main_score": 0.47198177676537584 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9207473491333994, | |
| "acc,all": 0.920751633986928, | |
| "main_score": 0.9207473491333994 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7468943971678241, | |
| "mse,all": 0.5633251633986927, | |
| "main_score": 0.7468943971678241 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7622538924128841, | |
| "acc,all": 0.8292307692307692, | |
| "main_score": 0.7622538924128841 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.7992468869348173, | |
| "acc,all": 0.805, | |
| "main_score": 0.7992468869348173 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6630305662353587, | |
| "acc,all": 0.6721504112808461, | |
| "main_score": 0.6630305662353587 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.6659324957483715, | |
| "acc,all": 0.7228855721393035, | |
| "main_score": 0.6659324957483715 | |
| } | |
| }, | |
| "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": 1411.3547935619315, | |
| "min_seq_length": 1186, | |
| "max_seq_length": 2339, | |
| "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": 1483.7719054242002, | |
| "min_seq_length": 1164, | |
| "max_seq_length": 2133, | |
| "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": 1219.3772209567198, | |
| "min_seq_length": 987, | |
| "max_seq_length": 1653, | |
| "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": 1317.5322712418301, | |
| "min_seq_length": 1298, | |
| "max_seq_length": 1381, | |
| "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": 1508.5322712418301, | |
| "min_seq_length": 1489, | |
| "max_seq_length": 1572, | |
| "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": 1446.8215384615385, | |
| "min_seq_length": 1401, | |
| "max_seq_length": 1543, | |
| "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": 1278.3878571428572, | |
| "min_seq_length": 1258, | |
| "max_seq_length": 1497, | |
| "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": 1675.4195064629848, | |
| "min_seq_length": 1645, | |
| "max_seq_length": 1707, | |
| "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": 1536.1537313432837, | |
| "min_seq_length": 1519, | |
| "max_seq_length": 1584, | |
| "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 | |
| } | |
| } |