llm_pt_leaderboard_results / THUDM /chatglm3-6b /results_2024-04-05T15-27-35.144602.json
eduagarcia's picture
Updating model THUDM/chatglm3-6b
349850c verified
raw
history blame
13.3 kB
{
"config_general": {
"start_date": "2024-04-05T15-27-35.144602",
"start_time": 1712330859.3844013,
"end_time": 1712337680.6671586,
"total_evaluation_time_seconds": 6821.282757282257,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "103caa40027ebfd8450289ca2f278eac4ff26405",
"model_dtype": "float16",
"model_memory_footprint": 12487168064,
"model_num_parameters": 6243584000,
"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": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "THUDM/chatglm3-6b",
"job_id": 390,
"model_id": "THUDM/chatglm3-6b_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": "ChatGLMModel",
"submitted_time": "2024-02-19T12:50:11Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.5044125150398121,
"all_grouped_npm": 0.24665654886160196,
"all_grouped": {
"enem_challenge": 0.43037088873338,
"bluex": 0.3560500695410292,
"oab_exams": 0.32938496583143506,
"assin2_rte": 0.5540993203540044,
"assin2_sts": 0.578670198377361,
"faquad_nli": 0.44678749965564074,
"hatebr_offensive": 0.8026874828971815,
"portuguese_hate_speech": 0.5543391521197008,
"tweetsentbr": 0.48732305784857605
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.43037088873338,
"harness|bluex|bluex|None|3": 0.3560500695410292,
"harness|oab_exams|oab_exams|None|3": 0.32938496583143506,
"harness|assin2_rte|assin2_rte|None|15": 0.5540993203540044,
"harness|assin2_sts|assin2_sts|None|15": 0.578670198377361,
"harness|faquad_nli|faquad_nli|None|15": 0.44678749965564074,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8026874828971815,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5543391521197008,
"harness|tweetsentbr|tweetsentbr|None|25": 0.48732305784857605
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.43037088873338,
"acc,exam_id__2012": 0.41379310344827586,
"acc,exam_id__2010": 0.4017094017094017,
"acc,exam_id__2011": 0.42735042735042733,
"acc,exam_id__2009": 0.41739130434782606,
"acc,exam_id__2014": 0.41284403669724773,
"acc,exam_id__2016": 0.45454545454545453,
"acc,exam_id__2017": 0.4827586206896552,
"acc,exam_id__2022": 0.40601503759398494,
"acc,exam_id__2023": 0.4148148148148148,
"acc,exam_id__2016_2": 0.3983739837398374,
"acc,exam_id__2015": 0.4789915966386555,
"acc,exam_id__2013": 0.46296296296296297,
"main_score": 0.43037088873338
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.3560500695410292,
"acc,exam_id__UNICAMP_2018": 0.3148148148148148,
"acc,exam_id__USP_2018": 0.3333333333333333,
"acc,exam_id__UNICAMP_2021_2": 0.3137254901960784,
"acc,exam_id__USP_2019": 0.25,
"acc,exam_id__USP_2022": 0.2857142857142857,
"acc,exam_id__UNICAMP_2024": 0.4666666666666667,
"acc,exam_id__UNICAMP_2019": 0.3,
"acc,exam_id__UNICAMP_2022": 0.4358974358974359,
"acc,exam_id__USP_2021": 0.38461538461538464,
"acc,exam_id__UNICAMP_2021_1": 0.3695652173913043,
"acc,exam_id__USP_2020": 0.39285714285714285,
"acc,exam_id__USP_2023": 0.4090909090909091,
"acc,exam_id__UNICAMP_2023": 0.37209302325581395,
"acc,exam_id__USP_2024": 0.36585365853658536,
"acc,exam_id__UNICAMP_2020": 0.36363636363636365,
"main_score": 0.3560500695410292
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.32938496583143506,
"acc,exam_id__2011-04": 0.325,
"acc,exam_id__2010-02": 0.4,
"acc,exam_id__2015-16": 0.3625,
"acc,exam_id__2016-20a": 0.3375,
"acc,exam_id__2011-05": 0.4,
"acc,exam_id__2012-07": 0.3875,
"acc,exam_id__2014-13": 0.3375,
"acc,exam_id__2010-01": 0.3176470588235294,
"acc,exam_id__2014-15": 0.32051282051282054,
"acc,exam_id__2016-19": 0.34615384615384615,
"acc,exam_id__2016-21": 0.3,
"acc,exam_id__2015-18": 0.2875,
"acc,exam_id__2011-03": 0.26262626262626265,
"acc,exam_id__2014-14": 0.3625,
"acc,exam_id__2016-20": 0.2875,
"acc,exam_id__2013-12": 0.3,
"acc,exam_id__2017-23": 0.3125,
"acc,exam_id__2012-06a": 0.35,
"acc,exam_id__2015-17": 0.28205128205128205,
"acc,exam_id__2012-06": 0.2875,
"acc,exam_id__2012-08": 0.3625,
"acc,exam_id__2013-10": 0.325,
"acc,exam_id__2018-25": 0.2875,
"acc,exam_id__2012-09": 0.33766233766233766,
"acc,exam_id__2013-11": 0.35,
"acc,exam_id__2017-22": 0.375,
"acc,exam_id__2017-24": 0.2875,
"main_score": 0.32938496583143506
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.5540993203540044,
"acc,all": 0.8312908496732027,
"main_score": 0.5540993203540044
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.578670198377361,
"mse,all": 1.1979901960784314,
"main_score": 0.578670198377361
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.44678749965564074,
"acc,all": 0.7538461538461538,
"main_score": 0.44678749965564074
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8026874828971815,
"acc,all": 0.8042857142857143,
"main_score": 0.8026874828971815
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.5543391521197008,
"acc,all": 0.5558166862514688,
"main_score": 0.5543391521197008
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.48732305784857605,
"acc,all": 0.5686567164179105,
"main_score": 0.48732305784857605
}
},
"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": 79,
"non_truncated": 1350,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 81,
"mean_seq_length": 1717.410076976907,
"min_seq_length": 1436,
"max_seq_length": 2734,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9433170048985304
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 144,
"non_truncated": 575,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 199,
"mean_seq_length": 1831.5452016689846,
"min_seq_length": 1434,
"max_seq_length": 2674,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.7232267037552154
},
"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": 1474.1808656036446,
"min_seq_length": 1189,
"max_seq_length": 2000,
"max_ctx_length": 2016,
"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": 1488.0543300653594,
"min_seq_length": 1464,
"max_seq_length": 1558,
"max_ctx_length": 2016,
"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": 1693.0543300653594,
"min_seq_length": 1669,
"max_seq_length": 1763,
"max_ctx_length": 2016,
"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": 1699.8892307692308,
"min_seq_length": 1641,
"max_seq_length": 1821,
"max_ctx_length": 2016,
"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": 1444.5421428571428,
"min_seq_length": 1419,
"max_seq_length": 1711,
"max_ctx_length": 2016,
"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": 1950.6580493537015,
"min_seq_length": 1914,
"max_seq_length": 1987,
"max_ctx_length": 2016,
"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": 1718.6363184079603,
"min_seq_length": 1697,
"max_seq_length": 1814,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 223,
"non_truncated": 13927,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 280
}
}