llm_pt_leaderboard_results / internlm /internlm2-chat-20b /results_2024-02-24T08-23-06.516805.json
eduagarcia's picture
Updating model internlm/internlm2-chat-20b
e432386 verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-02-24T08-23-06.516805",
"start_time": 1708762987.418738,
"end_time": 1708789938.137314,
"total_evaluation_time_seconds": 26950.718576192856,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "3f710f76f56f8c40dc5dd800dbe66f3341cb2c87",
"model_dtype": "float16",
"model_memory_footprint": 40527618048,
"model_num_parameters": 19861149696,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 2,
"max_length": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "internlm/internlm2-chat-20b",
"job_id": 253,
"model_id": "internlm/internlm2-chat-20b_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": "2024-02-19T12:46:39Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6458686427895824,
"all_grouped_npm": 0.4554919111495502,
"all_grouped": {
"enem_challenge": 0.6480055983205039,
"bluex": 0.564673157162726,
"oab_exams": 0.4369020501138952,
"assin2_rte": 0.8938164607999035,
"assin2_sts": 0.8005865862472271,
"faquad_nli": 0.5389191011031254,
"hatebr_offensive": 0.6808266922301873,
"portuguese_hate_speech": 0.6917627356286026,
"tweetsentbr": 0.5573254035000713
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6480055983205039,
"harness|bluex|bluex|None|3": 0.564673157162726,
"harness|oab_exams|oab_exams|None|3": 0.4369020501138952,
"harness|assin2_rte|assin2_rte|None|15": 0.8938164607999035,
"harness|assin2_sts|assin2_sts|None|15": 0.8005865862472271,
"harness|faquad_nli|faquad_nli|None|15": 0.5389191011031254,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.6808266922301873,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6917627356286026,
"harness|tweetsentbr|tweetsentbr|None|25": 0.5573254035000713
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6480055983205039,
"acc,exam_id__2013": 0.5555555555555556,
"acc,exam_id__2016_2": 0.6504065040650406,
"acc,exam_id__2016": 0.6198347107438017,
"acc,exam_id__2011": 0.7094017094017094,
"acc,exam_id__2017": 0.6551724137931034,
"acc,exam_id__2023": 0.6814814814814815,
"acc,exam_id__2014": 0.6330275229357798,
"acc,exam_id__2012": 0.6896551724137931,
"acc,exam_id__2009": 0.6695652173913044,
"acc,exam_id__2015": 0.6050420168067226,
"acc,exam_id__2022": 0.6390977443609023,
"acc,exam_id__2010": 0.6581196581196581,
"main_score": 0.6480055983205039
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.564673157162726,
"acc,exam_id__USP_2019": 0.55,
"acc,exam_id__USP_2022": 0.5510204081632653,
"acc,exam_id__USP_2023": 0.6363636363636364,
"acc,exam_id__UNICAMP_2018": 0.5925925925925926,
"acc,exam_id__UNICAMP_2019": 0.46,
"acc,exam_id__USP_2020": 0.5535714285714286,
"acc,exam_id__UNICAMP_2020": 0.5636363636363636,
"acc,exam_id__UNICAMP_2023": 0.6744186046511628,
"acc,exam_id__USP_2021": 0.5192307692307693,
"acc,exam_id__UNICAMP_2022": 0.5897435897435898,
"acc,exam_id__UNICAMP_2024": 0.4666666666666667,
"acc,exam_id__USP_2018": 0.5,
"acc,exam_id__UNICAMP_2021_2": 0.6078431372549019,
"acc,exam_id__UNICAMP_2021_1": 0.5217391304347826,
"acc,exam_id__USP_2024": 0.7317073170731707,
"main_score": 0.564673157162726
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.4369020501138952,
"acc,exam_id__2016-20a": 0.375,
"acc,exam_id__2012-06": 0.4,
"acc,exam_id__2015-18": 0.475,
"acc,exam_id__2014-14": 0.4375,
"acc,exam_id__2012-07": 0.425,
"acc,exam_id__2015-16": 0.4125,
"acc,exam_id__2011-05": 0.425,
"acc,exam_id__2012-06a": 0.5,
"acc,exam_id__2017-23": 0.4125,
"acc,exam_id__2016-19": 0.4358974358974359,
"acc,exam_id__2017-24": 0.525,
"acc,exam_id__2016-20": 0.4625,
"acc,exam_id__2017-22": 0.5,
"acc,exam_id__2013-12": 0.425,
"acc,exam_id__2010-02": 0.47,
"acc,exam_id__2011-03": 0.3838383838383838,
"acc,exam_id__2012-08": 0.375,
"acc,exam_id__2013-10": 0.4625,
"acc,exam_id__2016-21": 0.3625,
"acc,exam_id__2014-15": 0.5256410256410257,
"acc,exam_id__2018-25": 0.45,
"acc,exam_id__2014-13": 0.45,
"acc,exam_id__2010-01": 0.38823529411764707,
"acc,exam_id__2015-17": 0.5384615384615384,
"acc,exam_id__2013-11": 0.4,
"acc,exam_id__2011-04": 0.3875,
"acc,exam_id__2012-09": 0.4025974025974026,
"main_score": 0.4369020501138952
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.8938164607999035,
"acc,all": 0.8941993464052288,
"main_score": 0.8938164607999035
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.8005865862472271,
"mse,all": 0.40656917156862743,
"main_score": 0.8005865862472271
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.5389191011031254,
"acc,all": 0.8553846153846154,
"main_score": 0.5389191011031254
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.6808266922301873,
"acc,all": 0.7071428571428572,
"main_score": 0.6808266922301873
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.6917627356286026,
"acc,all": 0.781433607520564,
"main_score": 0.6917627356286026
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.5573254035000713,
"acc,all": 0.5796019900497512,
"main_score": 0.5573254035000713
}
},
"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
}
}