{ "config_general": { "start_date": "2024-02-21T22-54-50.520595", "start_time": 1708556091.1041682, "end_time": 1708559837.539542, "total_evaluation_time_seconds": 3746.4353737831116, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "cdce282d00962dcc4dc317fc5786b332d370a6d4", "model_dtype": "float16", "model_memory_footprint": 15020343296, "model_num_parameters": 7241732096, "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": "Intel/neural-chat-7b-v3-3", "job_id": 253, "model_id": "Intel/neural-chat-7b-v3-3_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": "2024-02-21T18:03:21Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6533609527579876, "all_grouped_npm": 0.4871606934211402, "all_grouped": { "enem_challenge": 0.6263121063680895, "bluex": 0.5034770514603616, "oab_exams": 0.39635535307517084, "assin2_rte": 0.9140545431322211, "assin2_sts": 0.7587721518241414, "faquad_nli": 0.7147222222222223, "hatebr_offensive": 0.8653967318817455, "portuguese_hate_speech": 0.6322323153577603, "tweetsentbr": 0.4689260995001763 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6263121063680895, "harness|bluex|bluex|None|3": 0.5034770514603616, "harness|oab_exams|oab_exams|None|3": 0.39635535307517084, "harness|assin2_rte|assin2_rte|None|15": 0.9140545431322211, "harness|assin2_sts|assin2_sts|None|15": 0.7587721518241414, "harness|faquad_nli|faquad_nli|None|15": 0.7147222222222223, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8653967318817455, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6322323153577603, "harness|tweetsentbr|tweetsentbr|None|25": 0.4689260995001763 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6263121063680895, "acc,exam_id__2016_2": 0.6504065040650406, "acc,exam_id__2009": 0.6173913043478261, "acc,exam_id__2011": 0.7008547008547008, "acc,exam_id__2012": 0.6120689655172413, "acc,exam_id__2013": 0.6111111111111112, "acc,exam_id__2016": 0.5867768595041323, "acc,exam_id__2022": 0.6390977443609023, "acc,exam_id__2023": 0.6592592592592592, "acc,exam_id__2010": 0.5982905982905983, "acc,exam_id__2014": 0.6330275229357798, "acc,exam_id__2015": 0.6050420168067226, "acc,exam_id__2017": 0.5948275862068966, "main_score": 0.6263121063680895 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5034770514603616, "acc,exam_id__USP_2021": 0.4423076923076923, "acc,exam_id__UNICAMP_2021_2": 0.47058823529411764, "acc,exam_id__UNICAMP_2023": 0.6046511627906976, "acc,exam_id__UNICAMP_2021_1": 0.43478260869565216, "acc,exam_id__USP_2024": 0.6585365853658537, "acc,exam_id__UNICAMP_2018": 0.46296296296296297, "acc,exam_id__USP_2022": 0.42857142857142855, "acc,exam_id__UNICAMP_2020": 0.45454545454545453, "acc,exam_id__USP_2018": 0.3888888888888889, "acc,exam_id__USP_2020": 0.5535714285714286, "acc,exam_id__UNICAMP_2022": 0.5641025641025641, "acc,exam_id__USP_2019": 0.475, "acc,exam_id__USP_2023": 0.6590909090909091, "acc,exam_id__UNICAMP_2019": 0.58, "acc,exam_id__UNICAMP_2024": 0.4444444444444444, "main_score": 0.5034770514603616 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.39635535307517084, "acc,exam_id__2010-02": 0.43, "acc,exam_id__2016-19": 0.46153846153846156, "acc,exam_id__2015-17": 0.47435897435897434, "acc,exam_id__2016-21": 0.3625, "acc,exam_id__2017-24": 0.3625, "acc,exam_id__2012-09": 0.3116883116883117, "acc,exam_id__2011-04": 0.3625, "acc,exam_id__2017-23": 0.3875, "acc,exam_id__2011-03": 0.36363636363636365, "acc,exam_id__2012-07": 0.35, "acc,exam_id__2012-06": 0.4625, "acc,exam_id__2014-13": 0.3, "acc,exam_id__2016-20a": 0.4375, "acc,exam_id__2011-05": 0.425, "acc,exam_id__2015-18": 0.3875, "acc,exam_id__2014-15": 0.41025641025641024, "acc,exam_id__2018-25": 0.4625, "acc,exam_id__2017-22": 0.475, "acc,exam_id__2013-11": 0.4375, "acc,exam_id__2014-14": 0.425, "acc,exam_id__2013-10": 0.425, "acc,exam_id__2010-01": 0.3176470588235294, "acc,exam_id__2013-12": 0.4125, "acc,exam_id__2015-16": 0.2875, "acc,exam_id__2012-06a": 0.4375, "acc,exam_id__2016-20": 0.4125, "acc,exam_id__2012-08": 0.325, "main_score": 0.39635535307517084 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9140545431322211, "acc,all": 0.9142156862745098, "main_score": 0.9140545431322211 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.7587721518241414, "mse,all": 0.5857066993464052, "main_score": 0.7587721518241414 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7147222222222223, "acc,all": 0.7569230769230769, "main_score": 0.7147222222222223 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8653967318817455, "acc,all": 0.8657142857142858, "main_score": 0.8653967318817455 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6322323153577603, "acc,all": 0.6404230317273796, "main_score": 0.6322323153577603 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.4689260995001763, "acc,all": 0.6925373134328359, "main_score": 0.4689260995001763 } }, "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": 1620.039188243527, "min_seq_length": 1354, "max_seq_length": 2618, "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": 1719.9262865090404, "min_seq_length": 1343, "max_seq_length": 2520, "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": 1365.764464692483, "min_seq_length": 1099, "max_seq_length": 1868, "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": 1369.7455065359477, "min_seq_length": 1346, "max_seq_length": 1436, "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": 1593.7455065359477, "min_seq_length": 1570, "max_seq_length": 1660, "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": 1594.9876923076922, "min_seq_length": 1539, "max_seq_length": 1715, "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": 1305.3878571428572, "min_seq_length": 1282, "max_seq_length": 1556, "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": 1806.3360752056403, "min_seq_length": 1771, "max_seq_length": 1845, "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": 1552.2492537313433, "min_seq_length": 1531, "max_seq_length": 1647, "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 } }