llm_pt_leaderboard_results
/
argilla
/CapybaraHermes-2.5-Mistral-7B
/results_2024-03-08T11-45-00.125851.json
| { | |
| "config_general": { | |
| "start_date": "2024-03-08T11-45-00.125851", | |
| "start_time": 1709898300.7038033, | |
| "end_time": 1709906492.7408898, | |
| "total_evaluation_time_seconds": 8192.037086486816, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "d06c86726aadd8dadb92c5b9b9e3ce8ef246c471", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 15020376064, | |
| "model_num_parameters": 7241748480, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 32, | |
| "max_length": 2560, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "model_name": "argilla/CapybaraHermes-2.5-Mistral-7B", | |
| "job_id": 308, | |
| "model_id": "argilla/CapybaraHermes-2.5-Mistral-7B_eval_request_False_float16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
| "model_architectures": "MistralForCausalLM", | |
| "submitted_time": "2024-02-27T05:09:42Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6508421325259556, | |
| "all_grouped_npm": 0.48468978584541744, | |
| "all_grouped": { | |
| "enem_challenge": 0.6242127361791463, | |
| "bluex": 0.5243393602225312, | |
| "oab_exams": 0.4432801822323462, | |
| "assin2_rte": 0.9010484174855619, | |
| "assin2_sts": 0.7017862358256567, | |
| "faquad_nli": 0.7489689797382105, | |
| "hatebr_offensive": 0.7959179423530661, | |
| "portuguese_hate_speech": 0.6897412406985006, | |
| "tweetsentbr": 0.42828409799858047 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.6242127361791463, | |
| "harness|bluex|bluex|None|3": 0.5243393602225312, | |
| "harness|oab_exams|oab_exams|None|3": 0.4432801822323462, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9010484174855619, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7017862358256567, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7489689797382105, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7959179423530661, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6897412406985006, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.42828409799858047 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.6242127361791463, | |
| "acc,exam_id__2012": 0.646551724137931, | |
| "acc,exam_id__2009": 0.591304347826087, | |
| "acc,exam_id__2014": 0.6238532110091743, | |
| "acc,exam_id__2016_2": 0.5691056910569106, | |
| "acc,exam_id__2010": 0.6410256410256411, | |
| "acc,exam_id__2011": 0.7008547008547008, | |
| "acc,exam_id__2013": 0.6574074074074074, | |
| "acc,exam_id__2016": 0.6115702479338843, | |
| "acc,exam_id__2023": 0.6296296296296297, | |
| "acc,exam_id__2017": 0.646551724137931, | |
| "acc,exam_id__2022": 0.631578947368421, | |
| "acc,exam_id__2015": 0.5462184873949579, | |
| "main_score": 0.6242127361791463 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.5243393602225312, | |
| "acc,exam_id__USP_2024": 0.6829268292682927, | |
| "acc,exam_id__USP_2022": 0.46938775510204084, | |
| "acc,exam_id__USP_2023": 0.6363636363636364, | |
| "acc,exam_id__USP_2020": 0.5, | |
| "acc,exam_id__UNICAMP_2020": 0.5636363636363636, | |
| "acc,exam_id__UNICAMP_2021_1": 0.43478260869565216, | |
| "acc,exam_id__UNICAMP_2019": 0.52, | |
| "acc,exam_id__UNICAMP_2023": 0.5348837209302325, | |
| "acc,exam_id__USP_2019": 0.45, | |
| "acc,exam_id__UNICAMP_2024": 0.6222222222222222, | |
| "acc,exam_id__UNICAMP_2022": 0.6153846153846154, | |
| "acc,exam_id__USP_2021": 0.5192307692307693, | |
| "acc,exam_id__USP_2018": 0.42592592592592593, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, | |
| "acc,exam_id__UNICAMP_2018": 0.4444444444444444, | |
| "main_score": 0.5243393602225312 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.4432801822323462, | |
| "acc,exam_id__2017-24": 0.425, | |
| "acc,exam_id__2012-06": 0.4625, | |
| "acc,exam_id__2012-06a": 0.5375, | |
| "acc,exam_id__2015-17": 0.5641025641025641, | |
| "acc,exam_id__2011-04": 0.3625, | |
| "acc,exam_id__2017-23": 0.4375, | |
| "acc,exam_id__2016-20a": 0.4625, | |
| "acc,exam_id__2011-03": 0.32323232323232326, | |
| "acc,exam_id__2016-19": 0.5769230769230769, | |
| "acc,exam_id__2014-13": 0.425, | |
| "acc,exam_id__2016-20": 0.4, | |
| "acc,exam_id__2013-10": 0.4875, | |
| "acc,exam_id__2015-16": 0.425, | |
| "acc,exam_id__2013-11": 0.4375, | |
| "acc,exam_id__2015-18": 0.4125, | |
| "acc,exam_id__2013-12": 0.5125, | |
| "acc,exam_id__2014-15": 0.47435897435897434, | |
| "acc,exam_id__2012-08": 0.425, | |
| "acc,exam_id__2017-22": 0.5375, | |
| "acc,exam_id__2011-05": 0.45, | |
| "acc,exam_id__2012-07": 0.3625, | |
| "acc,exam_id__2012-09": 0.4025974025974026, | |
| "acc,exam_id__2018-25": 0.4375, | |
| "acc,exam_id__2010-01": 0.35294117647058826, | |
| "acc,exam_id__2014-14": 0.525, | |
| "acc,exam_id__2016-21": 0.4375, | |
| "acc,exam_id__2010-02": 0.37, | |
| "main_score": 0.4432801822323462 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9010484174855619, | |
| "acc,all": 0.9011437908496732, | |
| "main_score": 0.9010484174855619 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7017862358256567, | |
| "mse,all": 0.7094526143790849, | |
| "main_score": 0.7017862358256567 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7489689797382105, | |
| "acc,all": 0.8276923076923077, | |
| "main_score": 0.7489689797382105 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.7959179423530661, | |
| "acc,all": 0.8, | |
| "main_score": 0.7959179423530661 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6897412406985006, | |
| "acc,all": 0.7250293772032902, | |
| "main_score": 0.6897412406985006 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.42828409799858047, | |
| "acc,all": 0.6502487562189054, | |
| "main_score": 0.42828409799858047 | |
| } | |
| }, | |
| "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": 1662.039188243527, | |
| "min_seq_length": 1396, | |
| "max_seq_length": 2660, | |
| "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": 2, | |
| "non_truncated": 717, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1761.9262865090404, | |
| "min_seq_length": 1385, | |
| "max_seq_length": 2562, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.9972183588317107 | |
| }, | |
| "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": 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": 1531.7455065359477, | |
| "min_seq_length": 1508, | |
| "max_seq_length": 1598, | |
| "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": 1740.7455065359477, | |
| "min_seq_length": 1717, | |
| "max_seq_length": 1807, | |
| "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": 1756.9876923076922, | |
| "min_seq_length": 1701, | |
| "max_seq_length": 1877, | |
| "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": 1567.3878571428572, | |
| "min_seq_length": 1544, | |
| "max_seq_length": 1818, | |
| "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": 2068.3360752056406, | |
| "min_seq_length": 2033, | |
| "max_seq_length": 2107, | |
| "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": 1814.2492537313433, | |
| "min_seq_length": 1793, | |
| "max_seq_length": 1909, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 4, | |
| "non_truncated": 14146, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 4 | |
| } | |
| } |