llm_pt_leaderboard_results / NousResearch /Nous-Hermes-13b /results_2024-02-28T05-28-55.109832.json
eduagarcia's picture
Updating model NousResearch/Nous-Hermes-13b
2600602 verified
raw
history blame
No virus
13.2 kB
{
"config_general": {
"start_date": "2024-02-28T05-28-55.109832",
"start_time": 1709098137.2777982,
"end_time": 1709108043.6465604,
"total_evaluation_time_seconds": 9906.368762254715,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "24e8c03148ffd1f3e469744dfc24ad2ad82848f8",
"model_dtype": "bfloat16",
"model_memory_footprint": 26065313792,
"model_num_parameters": 13015874560,
"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": "NousResearch/Nous-Hermes-13b",
"job_id": 271,
"model_id": "NousResearch/Nous-Hermes-13b_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)",
"model_architectures": "LlamaForCausalLM",
"submitted_time": "2024-02-27T00:38:36Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.5570174936492952,
"all_grouped_npm": 0.3440715321174036,
"all_grouped": {
"enem_challenge": 0.46186144156752973,
"bluex": 0.36300417246175243,
"oab_exams": 0.34350797266514804,
"assin2_rte": 0.6630418610067084,
"assin2_sts": 0.5166061482295778,
"faquad_nli": 0.6245167597351622,
"hatebr_offensive": 0.7448674633758359,
"portuguese_hate_speech": 0.7040514693096853,
"tweetsentbr": 0.591700154492257
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.46186144156752973,
"harness|bluex|bluex|None|3": 0.36300417246175243,
"harness|oab_exams|oab_exams|None|3": 0.34350797266514804,
"harness|assin2_rte|assin2_rte|None|15": 0.6630418610067084,
"harness|assin2_sts|assin2_sts|None|15": 0.5166061482295778,
"harness|faquad_nli|faquad_nli|None|15": 0.6245167597351622,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7448674633758359,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7040514693096853,
"harness|tweetsentbr|tweetsentbr|None|25": 0.591700154492257
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.46186144156752973,
"acc,exam_id__2016_2": 0.44715447154471544,
"acc,exam_id__2023": 0.5259259259259259,
"acc,exam_id__2014": 0.5045871559633027,
"acc,exam_id__2017": 0.3620689655172414,
"acc,exam_id__2009": 0.46956521739130436,
"acc,exam_id__2015": 0.44537815126050423,
"acc,exam_id__2016": 0.4462809917355372,
"acc,exam_id__2022": 0.47368421052631576,
"acc,exam_id__2012": 0.5,
"acc,exam_id__2013": 0.4722222222222222,
"acc,exam_id__2011": 0.4188034188034188,
"acc,exam_id__2010": 0.4700854700854701,
"main_score": 0.46186144156752973
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.36300417246175243,
"acc,exam_id__USP_2023": 0.3181818181818182,
"acc,exam_id__UNICAMP_2023": 0.3953488372093023,
"acc,exam_id__UNICAMP_2024": 0.5111111111111111,
"acc,exam_id__USP_2021": 0.34615384615384615,
"acc,exam_id__UNICAMP_2021_2": 0.5294117647058824,
"acc,exam_id__UNICAMP_2019": 0.34,
"acc,exam_id__UNICAMP_2022": 0.3333333333333333,
"acc,exam_id__UNICAMP_2018": 0.2777777777777778,
"acc,exam_id__UNICAMP_2020": 0.4,
"acc,exam_id__USP_2020": 0.4107142857142857,
"acc,exam_id__USP_2018": 0.3333333333333333,
"acc,exam_id__USP_2019": 0.325,
"acc,exam_id__UNICAMP_2021_1": 0.30434782608695654,
"acc,exam_id__USP_2024": 0.34146341463414637,
"acc,exam_id__USP_2022": 0.2653061224489796,
"main_score": 0.36300417246175243
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.34350797266514804,
"acc,exam_id__2012-08": 0.3125,
"acc,exam_id__2015-17": 0.41025641025641024,
"acc,exam_id__2012-09": 0.2857142857142857,
"acc,exam_id__2013-11": 0.3875,
"acc,exam_id__2014-13": 0.275,
"acc,exam_id__2012-06": 0.325,
"acc,exam_id__2017-24": 0.325,
"acc,exam_id__2010-01": 0.21176470588235294,
"acc,exam_id__2016-20a": 0.325,
"acc,exam_id__2012-06a": 0.35,
"acc,exam_id__2017-23": 0.3625,
"acc,exam_id__2014-14": 0.2875,
"acc,exam_id__2018-25": 0.4375,
"acc,exam_id__2013-10": 0.3125,
"acc,exam_id__2011-05": 0.3,
"acc,exam_id__2017-22": 0.375,
"acc,exam_id__2011-03": 0.31313131313131315,
"acc,exam_id__2016-21": 0.4125,
"acc,exam_id__2015-16": 0.4125,
"acc,exam_id__2011-04": 0.3875,
"acc,exam_id__2016-20": 0.3625,
"acc,exam_id__2014-15": 0.44871794871794873,
"acc,exam_id__2012-07": 0.325,
"acc,exam_id__2016-19": 0.34615384615384615,
"acc,exam_id__2015-18": 0.4,
"acc,exam_id__2013-12": 0.225,
"acc,exam_id__2010-02": 0.37,
"main_score": 0.34350797266514804
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.6630418610067084,
"acc,all": 0.6870915032679739,
"main_score": 0.6630418610067084
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.5166061482295778,
"mse,all": 1.276241830065359,
"main_score": 0.5166061482295778
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.6245167597351622,
"acc,all": 0.82,
"main_score": 0.6245167597351622
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.7448674633758359,
"acc,all": 0.755,
"main_score": 0.7448674633758359
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7040514693096853,
"acc,all": 0.736780258519389,
"main_score": 0.7040514693096853
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.591700154492257,
"acc,all": 0.6592039800995025,
"main_score": 0.591700154492257
}
},
"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": 13,
"non_truncated": 1416,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 15,
"mean_seq_length": 1547.9881035689293,
"min_seq_length": 1295,
"max_seq_length": 2587,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9895031490552832
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 34,
"non_truncated": 685,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 47,
"mean_seq_length": 1668.7426981919332,
"min_seq_length": 1302,
"max_seq_length": 2428,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.934631432545202
},
"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": 1320.4145785876992,
"min_seq_length": 1065,
"max_seq_length": 1802,
"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": 1303.9889705882354,
"min_seq_length": 1281,
"max_seq_length": 1370,
"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": 1527.9889705882354,
"min_seq_length": 1505,
"max_seq_length": 1594,
"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": 1511.1184615384616,
"min_seq_length": 1459,
"max_seq_length": 1618,
"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": 1268.9178571428572,
"min_seq_length": 1245,
"max_seq_length": 1515,
"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": 1760.801410105758,
"min_seq_length": 1726,
"max_seq_length": 1804,
"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": 1527.6845771144278,
"min_seq_length": 1506,
"max_seq_length": 1645,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 47,
"non_truncated": 14103,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 62
}
}