llm_pt_leaderboard_results / EleutherAI /gpt-neo-1.3B /results_2024-02-14T20-42-35.885763.json
eduagarcia's picture
Updating model EleutherAI/gpt-neo-1.3B
5485fc6 verified
raw
history blame
14.2 kB
{
"config_general": {
"start_date": "2024-02-14T20-42-35.885763",
"start_time": 1707943356.4398627,
"end_time": 1707945781.4752982,
"total_evaluation_time_seconds": 2425.035435438156,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "dbe59a7f4a88d01d1ba9798d78dbe3fe038792c8",
"model_dtype": "float16",
"model_memory_footprint": 2731814960,
"model_num_parameters": 1315575808,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 32,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "EleutherAI/gpt-neo-1.3B",
"job_id": 201,
"model_id": "EleutherAI/gpt-neo-1.3B_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "GPTNeoForCausalLM",
"submitted_time": "2024-02-05T23:12:06Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.23587068677639625,
"all_grouped_npm": -0.07015978644825559,
"all_grouped": {
"enem_challenge": 0.19034289713086075,
"bluex": 0.20445062586926285,
"oab_exams": 0.23462414578587698,
"assin2_rte": 0.3333333333333333,
"assin2_sts": 0.0070782273697892,
"faquad_nli": 0.4396551724137931,
"sparrow_pt": 0.24161040553185745
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.19034289713086075,
"harness|bluex|bluex|None|3": 0.20445062586926285,
"harness|oab_exams|oab_exams|None|3": 0.23462414578587698,
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333,
"harness|assin2_sts|assin2_sts|None|15": 0.0070782273697892,
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.017389478697921214,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.511469062751114,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.20418895312190466,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.23339412755648992
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.19034289713086075,
"acc,exam_id__2015": 0.20168067226890757,
"acc,exam_id__2012": 0.1724137931034483,
"acc,exam_id__2017": 0.14655172413793102,
"acc,exam_id__2009": 0.1565217391304348,
"acc,exam_id__2023": 0.16296296296296298,
"acc,exam_id__2016_2": 0.2032520325203252,
"acc,exam_id__2010": 0.20512820512820512,
"acc,exam_id__2014": 0.22018348623853212,
"acc,exam_id__2013": 0.21296296296296297,
"acc,exam_id__2022": 0.19548872180451127,
"acc,exam_id__2011": 0.19658119658119658,
"acc,exam_id__2016": 0.21487603305785125,
"main_score": 0.19034289713086075
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.20445062586926285,
"acc,exam_id__UNICAMP_2022": 0.1794871794871795,
"acc,exam_id__UNICAMP_2019": 0.18,
"acc,exam_id__UNICAMP_2023": 0.32558139534883723,
"acc,exam_id__UNICAMP_2018": 0.2222222222222222,
"acc,exam_id__UNICAMP_2020": 0.21818181818181817,
"acc,exam_id__USP_2024": 0.12195121951219512,
"acc,exam_id__UNICAMP_2021_2": 0.1568627450980392,
"acc,exam_id__USP_2022": 0.1836734693877551,
"acc,exam_id__USP_2019": 0.225,
"acc,exam_id__USP_2021": 0.19230769230769232,
"acc,exam_id__USP_2023": 0.18181818181818182,
"acc,exam_id__UNICAMP_2021_1": 0.2391304347826087,
"acc,exam_id__UNICAMP_2024": 0.26666666666666666,
"acc,exam_id__USP_2020": 0.25,
"acc,exam_id__USP_2018": 0.12962962962962962,
"main_score": 0.20445062586926285
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.23462414578587698,
"acc,exam_id__2012-06a": 0.2375,
"acc,exam_id__2015-17": 0.23076923076923078,
"acc,exam_id__2012-06": 0.2125,
"acc,exam_id__2014-15": 0.16666666666666666,
"acc,exam_id__2016-20": 0.2375,
"acc,exam_id__2013-10": 0.175,
"acc,exam_id__2012-07": 0.2625,
"acc,exam_id__2011-03": 0.2828282828282828,
"acc,exam_id__2011-05": 0.1875,
"acc,exam_id__2016-19": 0.23076923076923078,
"acc,exam_id__2017-23": 0.2125,
"acc,exam_id__2017-22": 0.2125,
"acc,exam_id__2018-25": 0.2875,
"acc,exam_id__2014-13": 0.2125,
"acc,exam_id__2017-24": 0.2375,
"acc,exam_id__2010-01": 0.21176470588235294,
"acc,exam_id__2014-14": 0.2125,
"acc,exam_id__2011-04": 0.275,
"acc,exam_id__2013-12": 0.2375,
"acc,exam_id__2015-16": 0.3125,
"acc,exam_id__2016-21": 0.2125,
"acc,exam_id__2013-11": 0.175,
"acc,exam_id__2012-08": 0.225,
"acc,exam_id__2016-20a": 0.2875,
"acc,exam_id__2012-09": 0.2727272727272727,
"acc,exam_id__2010-02": 0.26,
"acc,exam_id__2015-18": 0.25,
"main_score": 0.23462414578587698
},
"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": 0.0070782273697892,
"mse,all": 2.400126633986928,
"main_score": 0.0070782273697892
},
"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": 0.017389478697921214,
"acc,all": 0.09,
"main_score": 0.017389478697921214
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"f1_macro,all": 0.511469062751114,
"acc,all": 0.572,
"main_score": 0.511469062751114
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"f1_macro,all": 0.20418895312190466,
"acc,all": 0.292,
"main_score": 0.20418895312190466
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.23339412755648992,
"acc,all": 0.402,
"main_score": 0.23339412755648992
}
},
"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": 137,
"non_truncated": 1292,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 145,
"mean_seq_length": 1774.3967809657104,
"min_seq_length": 1481,
"max_seq_length": 2742,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.8985304408677397
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 9,
"non_truncated": 710,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 9,
"mean_seq_length": 1434.2475660639777,
"min_seq_length": 1020,
"max_seq_length": 2317,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.987482614742698
},
"harness|oab_exams|oab_exams|None|3": {
"sample_size": 2195,
"truncated": 1,
"non_truncated": 2194,
"padded": 0,
"non_padded": 2195,
"fewshots_truncated": 1,
"mean_seq_length": 1530.2646924829157,
"min_seq_length": 1225,
"max_seq_length": 2105,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9995444191343963
},
"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": 1344.483660130719,
"min_seq_length": 1319,
"max_seq_length": 1422,
"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": 1477.483660130719,
"min_seq_length": 1452,
"max_seq_length": 1555,
"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": 1713.283076923077,
"min_seq_length": 1651,
"max_seq_length": 1857,
"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": 1837.336,
"min_seq_length": 1813,
"max_seq_length": 1878,
"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": 1824.748,
"min_seq_length": 1799,
"max_seq_length": 1858,
"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": 1551.478,
"min_seq_length": 1533,
"max_seq_length": 1588,
"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": 1723.772,
"min_seq_length": 1705,
"max_seq_length": 1758,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 147,
"non_truncated": 11742,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 155
}
}