llm_pt_leaderboard_results / internlm /internlm-20b /results_2024-02-17T06-45-40.211098.json
eduagarcia's picture
Updating model internlm/internlm-20b
324b33c verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-02-17T06-45-40.211098",
"start_time": 1708152340.887094,
"end_time": 1708181855.090982,
"total_evaluation_time_seconds": 29514.203887939453,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "80729bcf52fbc4553d965926b27304ac5e156d98",
"model_dtype": "bfloat16",
"model_memory_footprint": 40429102080,
"model_num_parameters": 20088714240,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:1",
"batch_size": 2,
"max_length": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "internlm/internlm-20b",
"job_id": 232,
"model_id": "internlm/internlm-20b_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "InternLMForCausalLM",
"submitted_time": "2024-02-05T23:07:07Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.679711344567989,
"all_grouped_npm": 0.5249391006784612,
"all_grouped": {
"enem_challenge": 0.6018194541637508,
"bluex": 0.5257301808066759,
"oab_exams": 0.4405466970387244,
"assin2_rte": 0.8918518746598784,
"assin2_sts": 0.8147012269363251,
"faquad_nli": 0.774612205615942,
"hatebr_offensive": 0.8009141994772555,
"portuguese_hate_speech": 0.7324214911763549,
"tweetsentbr": 0.5348047712369928
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6018194541637508,
"harness|bluex|bluex|None|3": 0.5257301808066759,
"harness|oab_exams|oab_exams|None|3": 0.4405466970387244,
"harness|assin2_rte|assin2_rte|None|15": 0.8918518746598784,
"harness|assin2_sts|assin2_sts|None|15": 0.8147012269363251,
"harness|faquad_nli|faquad_nli|None|15": 0.774612205615942,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8009141994772555,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7324214911763549,
"harness|tweetsentbr|tweetsentbr|None|25": 0.5348047712369928
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6018194541637508,
"acc,exam_id__2023": 0.6518518518518519,
"acc,exam_id__2010": 0.5726495726495726,
"acc,exam_id__2016_2": 0.6016260162601627,
"acc,exam_id__2011": 0.7350427350427351,
"acc,exam_id__2022": 0.556390977443609,
"acc,exam_id__2015": 0.6050420168067226,
"acc,exam_id__2013": 0.5740740740740741,
"acc,exam_id__2014": 0.6055045871559633,
"acc,exam_id__2009": 0.5826086956521739,
"acc,exam_id__2016": 0.5702479338842975,
"acc,exam_id__2012": 0.5862068965517241,
"acc,exam_id__2017": 0.5775862068965517,
"main_score": 0.6018194541637508
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5257301808066759,
"acc,exam_id__UNICAMP_2020": 0.5636363636363636,
"acc,exam_id__UNICAMP_2021_2": 0.5098039215686274,
"acc,exam_id__USP_2018": 0.37037037037037035,
"acc,exam_id__UNICAMP_2023": 0.5813953488372093,
"acc,exam_id__USP_2024": 0.6585365853658537,
"acc,exam_id__UNICAMP_2021_1": 0.5652173913043478,
"acc,exam_id__USP_2020": 0.5714285714285714,
"acc,exam_id__USP_2019": 0.4,
"acc,exam_id__USP_2023": 0.6590909090909091,
"acc,exam_id__UNICAMP_2019": 0.52,
"acc,exam_id__USP_2022": 0.46938775510204084,
"acc,exam_id__UNICAMP_2024": 0.5555555555555556,
"acc,exam_id__USP_2021": 0.5384615384615384,
"acc,exam_id__UNICAMP_2022": 0.5384615384615384,
"acc,exam_id__UNICAMP_2018": 0.42592592592592593,
"main_score": 0.5257301808066759
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.4405466970387244,
"acc,exam_id__2016-20": 0.45,
"acc,exam_id__2015-17": 0.4358974358974359,
"acc,exam_id__2014-13": 0.4375,
"acc,exam_id__2018-25": 0.4,
"acc,exam_id__2017-22": 0.5,
"acc,exam_id__2014-14": 0.475,
"acc,exam_id__2013-11": 0.525,
"acc,exam_id__2015-18": 0.4375,
"acc,exam_id__2011-05": 0.4375,
"acc,exam_id__2012-08": 0.4625,
"acc,exam_id__2012-06a": 0.5,
"acc,exam_id__2017-24": 0.5,
"acc,exam_id__2012-07": 0.4,
"acc,exam_id__2016-20a": 0.4125,
"acc,exam_id__2016-21": 0.425,
"acc,exam_id__2016-19": 0.48717948717948717,
"acc,exam_id__2010-01": 0.32941176470588235,
"acc,exam_id__2011-04": 0.3625,
"acc,exam_id__2012-06": 0.4,
"acc,exam_id__2017-23": 0.475,
"acc,exam_id__2012-09": 0.36363636363636365,
"acc,exam_id__2013-12": 0.45,
"acc,exam_id__2013-10": 0.45,
"acc,exam_id__2011-03": 0.35353535353535354,
"acc,exam_id__2015-16": 0.425,
"acc,exam_id__2010-02": 0.48,
"acc,exam_id__2014-15": 0.5384615384615384,
"main_score": 0.4405466970387244
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.8918518746598784,
"acc,all": 0.8921568627450981,
"main_score": 0.8918518746598784
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.8147012269363251,
"mse,all": 0.4219526143790849,
"main_score": 0.8147012269363251
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.774612205615942,
"acc,all": 0.8492307692307692,
"main_score": 0.774612205615942
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8009141994772555,
"acc,all": 0.8064285714285714,
"main_score": 0.8009141994772555
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7324214911763549,
"acc,all": 0.7743830787309048,
"main_score": 0.7324214911763549
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.5348047712369928,
"acc,all": 0.6517412935323383,
"main_score": 0.5348047712369928
}
},
"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": 1620.962911126662,
"min_seq_length": 1352,
"max_seq_length": 2546,
"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": 1673.63421418637,
"min_seq_length": 1301,
"max_seq_length": 2445,
"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": 1410.9257403189067,
"min_seq_length": 1130,
"max_seq_length": 1925,
"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": 1372.9064542483661,
"min_seq_length": 1349,
"max_seq_length": 1450,
"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": 1649.9064542483661,
"min_seq_length": 1626,
"max_seq_length": 1727,
"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": 1584.5907692307692,
"min_seq_length": 1531,
"max_seq_length": 1722,
"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": 1166.0128571428572,
"min_seq_length": 1144,
"max_seq_length": 1426,
"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": 1668.5417156286721,
"min_seq_length": 1634,
"max_seq_length": 1700,
"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": 1421.3716417910448,
"min_seq_length": 1401,
"max_seq_length": 1469,
"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
}
}