{ "config_general": { "start_date": "2024-02-21T21-51-39.369217", "start_time": 1708552299.9382358, "end_time": 1708556022.9588773, "total_evaluation_time_seconds": 3723.020641565323, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "9619fb7d2a8e25fa6b0633c0f57f7f4aa79b45c4", "model_dtype": "bfloat16", "model_memory_footprint": 14617722880, "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": 16, "max_length": 4096, "max_ctx_length": 4064, "max_gen_toks": 32, "model_name": "openchat/openchat-3.5-0106", "job_id": 253, "model_id": "openchat/openchat-3.5-0106_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": "MistralForCausalLM", "submitted_time": "2024-02-05T23:16:08Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6869470364405353, "all_grouped_npm": 0.5350961910969678, "all_grouped": { "enem_challenge": 0.6438068579426172, "bluex": 0.5271210013908206, "oab_exams": 0.44874715261959, "assin2_rte": 0.9272805921368836, "assin2_sts": 0.8316751955429375, "faquad_nli": 0.7920758364261121, "hatebr_offensive": 0.7930509518656714, "portuguese_hate_speech": 0.718759501368197, "tweetsentbr": 0.5000062386719876 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6438068579426172, "harness|bluex|bluex|None|3": 0.5271210013908206, "harness|oab_exams|oab_exams|None|3": 0.44874715261959, "harness|assin2_rte|assin2_rte|None|15": 0.9272805921368836, "harness|assin2_sts|assin2_sts|None|15": 0.8316751955429375, "harness|faquad_nli|faquad_nli|None|15": 0.7920758364261121, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7930509518656714, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.718759501368197, "harness|tweetsentbr|tweetsentbr|None|25": 0.5000062386719876 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6438068579426172, "acc,exam_id__2016_2": 0.6504065040650406, "acc,exam_id__2009": 0.6, "acc,exam_id__2011": 0.717948717948718, "acc,exam_id__2012": 0.646551724137931, "acc,exam_id__2013": 0.6574074074074074, "acc,exam_id__2016": 0.5950413223140496, "acc,exam_id__2022": 0.6616541353383458, "acc,exam_id__2023": 0.6592592592592592, "acc,exam_id__2010": 0.6410256410256411, "acc,exam_id__2014": 0.6055045871559633, "acc,exam_id__2015": 0.6050420168067226, "acc,exam_id__2017": 0.6810344827586207, "main_score": 0.6438068579426172 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5271210013908206, "acc,exam_id__USP_2021": 0.5384615384615384, "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, "acc,exam_id__UNICAMP_2023": 0.4883720930232558, "acc,exam_id__UNICAMP_2021_1": 0.43478260869565216, "acc,exam_id__USP_2024": 0.6829268292682927, "acc,exam_id__UNICAMP_2018": 0.5, "acc,exam_id__USP_2022": 0.6326530612244898, "acc,exam_id__UNICAMP_2020": 0.5272727272727272, "acc,exam_id__USP_2018": 0.4444444444444444, "acc,exam_id__USP_2020": 0.5357142857142857, "acc,exam_id__UNICAMP_2022": 0.5641025641025641, "acc,exam_id__USP_2019": 0.45, "acc,exam_id__USP_2023": 0.5681818181818182, "acc,exam_id__UNICAMP_2019": 0.54, "acc,exam_id__UNICAMP_2024": 0.5111111111111111, "main_score": 0.5271210013908206 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.44874715261959, "acc,exam_id__2010-02": 0.45, "acc,exam_id__2016-19": 0.5384615384615384, "acc,exam_id__2015-17": 0.5641025641025641, "acc,exam_id__2016-21": 0.4, "acc,exam_id__2017-24": 0.3875, "acc,exam_id__2012-09": 0.4025974025974026, "acc,exam_id__2011-04": 0.35, "acc,exam_id__2017-23": 0.4125, "acc,exam_id__2011-03": 0.37373737373737376, "acc,exam_id__2012-07": 0.4, "acc,exam_id__2012-06": 0.4375, "acc,exam_id__2014-13": 0.3875, "acc,exam_id__2016-20a": 0.375, "acc,exam_id__2011-05": 0.4375, "acc,exam_id__2015-18": 0.4875, "acc,exam_id__2014-15": 0.5256410256410257, "acc,exam_id__2018-25": 0.4625, "acc,exam_id__2017-22": 0.525, "acc,exam_id__2013-11": 0.425, "acc,exam_id__2014-14": 0.575, "acc,exam_id__2013-10": 0.4625, "acc,exam_id__2010-01": 0.4470588235294118, "acc,exam_id__2013-12": 0.5, "acc,exam_id__2015-16": 0.425, "acc,exam_id__2012-06a": 0.5, "acc,exam_id__2016-20": 0.4625, "acc,exam_id__2012-08": 0.425, "main_score": 0.44874715261959 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9272805921368836, "acc,all": 0.9272875816993464, "main_score": 0.9272805921368836 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.8316751955429375, "mse,all": 0.36165441176470575, "main_score": 0.8316751955429375 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7920758364261121, "acc,all": 0.8569230769230769, "main_score": 0.7920758364261121 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.7930509518656714, "acc,all": 0.7992857142857143, "main_score": 0.7930509518656714 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.718759501368197, "acc,all": 0.7649823736780259, "main_score": 0.718759501368197 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5000062386719876, "acc,all": 0.7029850746268657, "main_score": 0.5000062386719876 } }, "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": 1683.039188243527, "min_seq_length": 1417, "max_seq_length": 2681, "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": 1782.9262865090404, "min_seq_length": 1406, "max_seq_length": 2583, "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": 1428.764464692483, "min_seq_length": 1162, "max_seq_length": 1931, "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": 1584.7455065359477, "min_seq_length": 1561, "max_seq_length": 1651, "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": 1824.7455065359477, "min_seq_length": 1801, "max_seq_length": 1891, "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": 1825.9876923076922, "min_seq_length": 1770, "max_seq_length": 1946, "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": 1676.3878571428572, "min_seq_length": 1653, "max_seq_length": 1927, "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": 2177.3360752056406, "min_seq_length": 2142, "max_seq_length": 2216, "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": 1923.2492537313433, "min_seq_length": 1902, "max_seq_length": 2018, "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 } }