llm_pt_leaderboard_results
/
NousResearch
/Nous-Hermes-2-SOLAR-10.7B
/results_2024-02-27T18-41-43.250837.json
| { | |
| "config_general": { | |
| "start_date": "2024-02-27T18-41-43.250837", | |
| "start_time": 1709059304.3584087, | |
| "end_time": 1709098019.747293, | |
| "total_evaluation_time_seconds": 38715.388884305954, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "14c1fbe2f71acdcd58247b30d5439bd572d52386", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 21597310976, | |
| "model_num_parameters": 10731540480, | |
| "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": 4096, | |
| "max_ctx_length": 4064, | |
| "max_gen_toks": 32, | |
| "model_name": "NousResearch/Nous-Hermes-2-SOLAR-10.7B", | |
| "job_id": 269, | |
| "model_id": "NousResearch/Nous-Hermes-2-SOLAR-10.7B_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": "2024-02-27T00:38:11Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.7163312218494068, | |
| "all_grouped_npm": 0.5786507489651551, | |
| "all_grouped": { | |
| "enem_challenge": 0.7074877536738978, | |
| "bluex": 0.5605006954102921, | |
| "oab_exams": 0.47699316628701594, | |
| "assin2_rte": 0.9177576504248857, | |
| "assin2_sts": 0.797009717894243, | |
| "faquad_nli": 0.8008578431372549, | |
| "hatebr_offensive": 0.8507132845086443, | |
| "portuguese_hate_speech": 0.6722715111363347, | |
| "tweetsentbr": 0.6633893741720925 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.7074877536738978, | |
| "harness|bluex|bluex|None|3": 0.5605006954102921, | |
| "harness|oab_exams|oab_exams|None|3": 0.47699316628701594, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9177576504248857, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.797009717894243, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.8008578431372549, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8507132845086443, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6722715111363347, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.6633893741720925 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.7074877536738978, | |
| "acc,exam_id__2016_2": 0.6666666666666666, | |
| "acc,exam_id__2023": 0.674074074074074, | |
| "acc,exam_id__2014": 0.6972477064220184, | |
| "acc,exam_id__2017": 0.7586206896551724, | |
| "acc,exam_id__2009": 0.7217391304347827, | |
| "acc,exam_id__2015": 0.6890756302521008, | |
| "acc,exam_id__2016": 0.71900826446281, | |
| "acc,exam_id__2022": 0.6691729323308271, | |
| "acc,exam_id__2012": 0.6896551724137931, | |
| "acc,exam_id__2013": 0.6666666666666666, | |
| "acc,exam_id__2011": 0.7777777777777778, | |
| "acc,exam_id__2010": 0.7692307692307693, | |
| "main_score": 0.7074877536738978 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.5605006954102921, | |
| "acc,exam_id__USP_2023": 0.6136363636363636, | |
| "acc,exam_id__UNICAMP_2023": 0.5813953488372093, | |
| "acc,exam_id__UNICAMP_2024": 0.5333333333333333, | |
| "acc,exam_id__USP_2021": 0.5192307692307693, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, | |
| "acc,exam_id__UNICAMP_2019": 0.52, | |
| "acc,exam_id__UNICAMP_2022": 0.5897435897435898, | |
| "acc,exam_id__UNICAMP_2018": 0.5740740740740741, | |
| "acc,exam_id__UNICAMP_2020": 0.5818181818181818, | |
| "acc,exam_id__USP_2020": 0.5357142857142857, | |
| "acc,exam_id__USP_2018": 0.48148148148148145, | |
| "acc,exam_id__USP_2019": 0.575, | |
| "acc,exam_id__UNICAMP_2021_1": 0.6086956521739131, | |
| "acc,exam_id__USP_2024": 0.7317073170731707, | |
| "acc,exam_id__USP_2022": 0.5102040816326531, | |
| "main_score": 0.5605006954102921 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.47699316628701594, | |
| "acc,exam_id__2012-08": 0.5, | |
| "acc,exam_id__2015-17": 0.6153846153846154, | |
| "acc,exam_id__2012-09": 0.35064935064935066, | |
| "acc,exam_id__2013-11": 0.5125, | |
| "acc,exam_id__2014-13": 0.425, | |
| "acc,exam_id__2012-06": 0.5125, | |
| "acc,exam_id__2017-24": 0.5375, | |
| "acc,exam_id__2010-01": 0.3411764705882353, | |
| "acc,exam_id__2016-20a": 0.475, | |
| "acc,exam_id__2012-06a": 0.475, | |
| "acc,exam_id__2017-23": 0.4875, | |
| "acc,exam_id__2014-14": 0.5375, | |
| "acc,exam_id__2018-25": 0.425, | |
| "acc,exam_id__2013-10": 0.5375, | |
| "acc,exam_id__2011-05": 0.55, | |
| "acc,exam_id__2017-22": 0.5375, | |
| "acc,exam_id__2011-03": 0.43434343434343436, | |
| "acc,exam_id__2016-21": 0.4, | |
| "acc,exam_id__2015-16": 0.5, | |
| "acc,exam_id__2011-04": 0.3875, | |
| "acc,exam_id__2016-20": 0.4375, | |
| "acc,exam_id__2014-15": 0.5, | |
| "acc,exam_id__2012-07": 0.4125, | |
| "acc,exam_id__2016-19": 0.4358974358974359, | |
| "acc,exam_id__2015-18": 0.5875, | |
| "acc,exam_id__2013-12": 0.5125, | |
| "acc,exam_id__2010-02": 0.47, | |
| "main_score": 0.47699316628701594 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9177576504248857, | |
| "acc,all": 0.9178921568627451, | |
| "main_score": 0.9177576504248857 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.797009717894243, | |
| "mse,all": 0.40030228758169933, | |
| "main_score": 0.797009717894243 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.8008578431372549, | |
| "acc,all": 0.8461538461538461, | |
| "main_score": 0.8008578431372549 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.8507132845086443, | |
| "acc,all": 0.8521428571428571, | |
| "main_score": 0.8507132845086443 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6722715111363347, | |
| "acc,all": 0.6874265569917744, | |
| "main_score": 0.6722715111363347 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.6633893741720925, | |
| "acc,all": 0.7164179104477612, | |
| "main_score": 0.6633893741720925 | |
| } | |
| }, | |
| "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": 1662.039188243527, | |
| "min_seq_length": 1396, | |
| "max_seq_length": 2660, | |
| "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": 1761.9262865090404, | |
| "min_seq_length": 1385, | |
| "max_seq_length": 2562, | |
| "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": 1407.764464692483, | |
| "min_seq_length": 1141, | |
| "max_seq_length": 1910, | |
| "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": 1531.7455065359477, | |
| "min_seq_length": 1508, | |
| "max_seq_length": 1598, | |
| "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": 1740.7455065359477, | |
| "min_seq_length": 1717, | |
| "max_seq_length": 1807, | |
| "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": 1756.9876923076922, | |
| "min_seq_length": 1701, | |
| "max_seq_length": 1877, | |
| "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": 1567.3878571428572, | |
| "min_seq_length": 1544, | |
| "max_seq_length": 1818, | |
| "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": 2068.3360752056406, | |
| "min_seq_length": 2033, | |
| "max_seq_length": 2107, | |
| "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": 1814.2492537313433, | |
| "min_seq_length": 1793, | |
| "max_seq_length": 1909, | |
| "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 | |
| } | |
| } |