llm_pt_leaderboard_raw_results / bigscience /bloom-3b /results_2024-02-07T01-42-50.987972.json
eduagarcia's picture
Uploading raw results for bigscience/bloom-3b
b624090 verified
raw history blame
No virus
14.2 kB
{
"config_general": {
"start_date": "2024-02-07T01-42-50.987972",
"start_time": 1707270171.8607862,
"end_time": 1707272367.9624655,
"total_evaluation_time_seconds": 2196.1016793251038,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "52bc5b43010b4844513826b8be3f78c7344c37d7",
"model_dtype": "float16",
"model_memory_footprint": 6005114880,
"model_num_parameters": 3002557440,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:2",
"batch_size": 16,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "bigscience/bloom-3b",
"job_id": 27,
"model_id": "bigscience/bloom-3b_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "BloomForCausalLM",
"submitted_time": "2024-02-05T23:04:36Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.2279866703380257,
"all_grouped_npm": -0.08159221837126322,
"all_grouped": {
"enem_challenge": 0.2001399580125962,
"bluex": 0.18776077885952713,
"oab_exams": 0.25740318906605925,
"assin2_rte": 0.3333333333333333,
"assin2_sts": 0.007784203462752267,
"faquad_nli": 0.4396551724137931,
"sparrow_pt": 0.16983005721811856
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.2001399580125962,
"harness|bluex|bluex|None|3": 0.18776077885952713,
"harness|oab_exams|oab_exams|None|3": 0.25740318906605925,
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333,
"harness|assin2_sts|assin2_sts|None|15": 0.007784203462752267,
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.046105158394226624,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.39246658566221143,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.08470470564333381,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.1560437791727024
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.2001399580125962,
"acc,exam_id__2016_2": 0.22764227642276422,
"acc,exam_id__2016": 0.2396694214876033,
"acc,exam_id__2010": 0.20512820512820512,
"acc,exam_id__2014": 0.21100917431192662,
"acc,exam_id__2023": 0.2222222222222222,
"acc,exam_id__2017": 0.1896551724137931,
"acc,exam_id__2015": 0.16806722689075632,
"acc,exam_id__2012": 0.14655172413793102,
"acc,exam_id__2022": 0.19548872180451127,
"acc,exam_id__2013": 0.17592592592592593,
"acc,exam_id__2009": 0.1826086956521739,
"acc,exam_id__2011": 0.23076923076923078,
"main_score": 0.2001399580125962
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.18776077885952713,
"acc,exam_id__USP_2019": 0.225,
"acc,exam_id__UNICAMP_2018": 0.24074074074074073,
"acc,exam_id__UNICAMP_2020": 0.16363636363636364,
"acc,exam_id__UNICAMP_2023": 0.18604651162790697,
"acc,exam_id__UNICAMP_2024": 0.24444444444444444,
"acc,exam_id__UNICAMP_2019": 0.2,
"acc,exam_id__UNICAMP_2021_2": 0.0784313725490196,
"acc,exam_id__USP_2022": 0.20408163265306123,
"acc,exam_id__USP_2020": 0.23214285714285715,
"acc,exam_id__USP_2018": 0.1111111111111111,
"acc,exam_id__USP_2021": 0.17307692307692307,
"acc,exam_id__USP_2023": 0.18181818181818182,
"acc,exam_id__USP_2024": 0.14634146341463414,
"acc,exam_id__UNICAMP_2021_1": 0.2608695652173913,
"acc,exam_id__UNICAMP_2022": 0.1794871794871795,
"main_score": 0.18776077885952713
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.25740318906605925,
"acc,exam_id__2014-13": 0.225,
"acc,exam_id__2012-07": 0.275,
"acc,exam_id__2012-09": 0.22077922077922077,
"acc,exam_id__2011-03": 0.24242424242424243,
"acc,exam_id__2012-08": 0.3375,
"acc,exam_id__2015-17": 0.23076923076923078,
"acc,exam_id__2014-15": 0.23076923076923078,
"acc,exam_id__2017-24": 0.2625,
"acc,exam_id__2015-16": 0.25,
"acc,exam_id__2017-23": 0.275,
"acc,exam_id__2011-04": 0.275,
"acc,exam_id__2010-02": 0.3,
"acc,exam_id__2016-19": 0.21794871794871795,
"acc,exam_id__2012-06": 0.2625,
"acc,exam_id__2012-06a": 0.25,
"acc,exam_id__2013-12": 0.1875,
"acc,exam_id__2017-22": 0.3,
"acc,exam_id__2010-01": 0.29411764705882354,
"acc,exam_id__2013-10": 0.1875,
"acc,exam_id__2014-14": 0.1875,
"acc,exam_id__2018-25": 0.3625,
"acc,exam_id__2016-20a": 0.3375,
"acc,exam_id__2015-18": 0.25,
"acc,exam_id__2011-05": 0.275,
"acc,exam_id__2013-11": 0.225,
"acc,exam_id__2016-20": 0.2625,
"acc,exam_id__2016-21": 0.2125,
"main_score": 0.25740318906605925
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.3333333333333333,
"acc,all": 0.5,
"main_score": 0.3333333333333333
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.007784203462752267,
"mse,all": 2.5350245098039212,
"main_score": 0.007784203462752267
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.4396551724137931,
"acc,all": 0.7846153846153846,
"main_score": 0.4396551724137931
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.046105158394226624,
"acc,all": 0.148,
"main_score": 0.046105158394226624
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"f1_macro,all": 0.39246658566221143,
"acc,all": 0.646,
"main_score": 0.39246658566221143
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"f1_macro,all": 0.08470470564333381,
"acc,all": 0.116,
"main_score": 0.08470470564333381
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.1560437791727024,
"acc,all": 0.256,
"main_score": 0.1560437791727024
}
},
"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|sparrow_pt|sparrow_emotion-2021-cortiz-por": "LM Harness task",
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": "LM Harness task",
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": "LM Harness task",
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": "LM Harness task"
},
"versions": {
"all": 0,
"harness|enem_challenge|enem_challenge": 1.0,
"harness|bluex|bluex": 1.0,
"harness|oab_exams|oab_exams": 1.4,
"harness|assin2_rte|assin2_rte": 1.0,
"harness|assin2_sts|assin2_sts": 1.0,
"harness|faquad_nli|faquad_nli": 1.0,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": 1.0,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": 1.0,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": 1.0,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": 1.0
},
"summary_tasks": {
"harness|enem_challenge|enem_challenge|None|3": {
"sample_size": 1429,
"truncated": 1,
"non_truncated": 1428,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 1,
"mean_seq_length": 1081.372988103569,
"min_seq_length": 906,
"max_seq_length": 2031,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9993002099370187
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 0,
"non_truncated": 719,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 0,
"mean_seq_length": 1037.6175243393602,
"min_seq_length": 782,
"max_seq_length": 1563,
"max_ctx_length": 2016,
"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": 870.5266514806378,
"min_seq_length": 691,
"max_seq_length": 1156,
"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": 852.9178921568628,
"min_seq_length": 838,
"max_seq_length": 899,
"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": 1023.9178921568628,
"min_seq_length": 1009,
"max_seq_length": 1070,
"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": 994.5061538461539,
"min_seq_length": 959,
"max_seq_length": 1065,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 15.0
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1221.068,
"min_seq_length": 1205,
"max_seq_length": 1247,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1147.222,
"min_seq_length": 1129,
"max_seq_length": 1183,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 960.78,
"min_seq_length": 949,
"max_seq_length": 988,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1074.998,
"min_seq_length": 1063,
"max_seq_length": 1099,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 1,
"non_truncated": 11888,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 1
}
}