{ "config_general": { "start_date": "2024-02-24T03-53-59.489842", "start_time": 1708746840.3127143, "end_time": 1708762965.4743564, "total_evaluation_time_seconds": 16125.161642074585, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "f7dc28191037a297c086b5b70c6a226e2134e46d", "model_dtype": "float16", "model_memory_footprint": 16012296192, "model_num_parameters": 7737708544, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 4, "max_length": 4096, "max_ctx_length": 4064, "max_gen_toks": 32, "model_name": "internlm/internlm2-chat-7b", "job_id": 253, "model_id": "internlm/internlm2-chat-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": "InternLM2ForCausalLM", "submitted_time": "2024-02-19T12:45:53Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6981461888193505, "all_grouped_npm": 0.5569862407191862, "all_grouped": { "enem_challenge": 0.6179146256123164, "bluex": 0.5118219749652295, "oab_exams": 0.4246013667425968, "assin2_rte": 0.9101042574287174, "assin2_sts": 0.8254942285584971, "faquad_nli": 0.7825802417067815, "hatebr_offensive": 0.8812385531135531, "portuguese_hate_speech": 0.7142411704743059, "tweetsentbr": 0.6153192807721571 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6179146256123164, "harness|bluex|bluex|None|3": 0.5118219749652295, "harness|oab_exams|oab_exams|None|3": 0.4246013667425968, "harness|assin2_rte|assin2_rte|None|15": 0.9101042574287174, "harness|assin2_sts|assin2_sts|None|15": 0.8254942285584971, "harness|faquad_nli|faquad_nli|None|15": 0.7825802417067815, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8812385531135531, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7142411704743059, "harness|tweetsentbr|tweetsentbr|None|25": 0.6153192807721571 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6179146256123164, "acc,exam_id__2013": 0.5555555555555556, "acc,exam_id__2016_2": 0.6585365853658537, "acc,exam_id__2016": 0.6363636363636364, "acc,exam_id__2011": 0.7094017094017094, "acc,exam_id__2017": 0.646551724137931, "acc,exam_id__2023": 0.6222222222222222, "acc,exam_id__2014": 0.6055045871559633, "acc,exam_id__2012": 0.5689655172413793, "acc,exam_id__2009": 0.6173913043478261, "acc,exam_id__2015": 0.6050420168067226, "acc,exam_id__2022": 0.6015037593984962, "acc,exam_id__2010": 0.5811965811965812, "main_score": 0.6179146256123164 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5118219749652295, "acc,exam_id__USP_2019": 0.525, "acc,exam_id__USP_2022": 0.4897959183673469, "acc,exam_id__USP_2023": 0.6363636363636364, "acc,exam_id__UNICAMP_2018": 0.42592592592592593, "acc,exam_id__UNICAMP_2019": 0.5, "acc,exam_id__USP_2020": 0.5892857142857143, "acc,exam_id__UNICAMP_2020": 0.4909090909090909, "acc,exam_id__UNICAMP_2023": 0.5813953488372093, "acc,exam_id__USP_2021": 0.4423076923076923, "acc,exam_id__UNICAMP_2022": 0.5897435897435898, "acc,exam_id__UNICAMP_2024": 0.4666666666666667, "acc,exam_id__USP_2018": 0.3888888888888889, "acc,exam_id__UNICAMP_2021_2": 0.45098039215686275, "acc,exam_id__UNICAMP_2021_1": 0.5652173913043478, "acc,exam_id__USP_2024": 0.6097560975609756, "main_score": 0.5118219749652295 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.4246013667425968, "acc,exam_id__2016-20a": 0.375, "acc,exam_id__2012-06": 0.35, "acc,exam_id__2015-18": 0.45, "acc,exam_id__2014-14": 0.4375, "acc,exam_id__2012-07": 0.425, "acc,exam_id__2015-16": 0.45, "acc,exam_id__2011-05": 0.375, "acc,exam_id__2012-06a": 0.425, "acc,exam_id__2017-23": 0.45, "acc,exam_id__2016-19": 0.4230769230769231, "acc,exam_id__2017-24": 0.4, "acc,exam_id__2016-20": 0.45, "acc,exam_id__2017-22": 0.4625, "acc,exam_id__2013-12": 0.525, "acc,exam_id__2010-02": 0.44, "acc,exam_id__2011-03": 0.37373737373737376, "acc,exam_id__2012-08": 0.4, "acc,exam_id__2013-10": 0.375, "acc,exam_id__2016-21": 0.3875, "acc,exam_id__2014-15": 0.5769230769230769, "acc,exam_id__2018-25": 0.45, "acc,exam_id__2014-13": 0.45, "acc,exam_id__2010-01": 0.3764705882352941, "acc,exam_id__2015-17": 0.5, "acc,exam_id__2013-11": 0.4125, "acc,exam_id__2011-04": 0.375, "acc,exam_id__2012-09": 0.36363636363636365, "main_score": 0.4246013667425968 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9101042574287174, "acc,all": 0.9101307189542484, "main_score": 0.9101042574287174 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.8254942285584971, "mse,all": 0.4044134075878316, "main_score": 0.8254942285584971 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7825802417067815, "acc,all": 0.8584615384615385, "main_score": 0.7825802417067815 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8812385531135531, "acc,all": 0.8814285714285715, "main_score": 0.8812385531135531 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.7142411704743059, "acc,all": 0.736780258519389, "main_score": 0.7142411704743059 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.6153192807721571, "acc,all": 0.655223880597015, "main_score": 0.6153192807721571 } }, "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": 1681.2841147655704, "min_seq_length": 1411, "max_seq_length": 2606, "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": 1724.4075104311544, "min_seq_length": 1349, "max_seq_length": 2502, "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": 1463.90569476082, "min_seq_length": 1182, "max_seq_length": 1977, "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": 1536.9162581699347, "min_seq_length": 1513, "max_seq_length": 1614, "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": 1798.9162581699347, "min_seq_length": 1775, "max_seq_length": 1876, "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": 1753.9215384615384, "min_seq_length": 1700, "max_seq_length": 1892, "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": 1479.1128571428571, "min_seq_length": 1454, "max_seq_length": 1739, "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": 1938.6909518213865, "min_seq_length": 1904, "max_seq_length": 1973, "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": 1710.6412935323383, "min_seq_length": 1689, "max_seq_length": 1823, "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 } }