llm_pt_leaderboard_raw_results
/
internlm
/internlm2-chat-7b
/results_2024-02-24T03-53-59.489842.json
{ | |
"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 | |
} | |
} |