llm_pt_leaderboard_results / EleutherAI /pythia-160m-deduped /results_2024-04-03T21-13-20.844629.json
eduagarcia's picture
Updating model EleutherAI/pythia-160m-deduped
a6b19b8 verified
raw
history blame
13.3 kB
{
"config_general": {
"start_date": "2024-04-03T21-13-20.844629",
"start_time": 1712178803.7024705,
"end_time": 1712180410.0894306,
"total_evaluation_time_seconds": 1606.386960029602,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "582159a2dfe3e712a8d47ae83dec95ae3bde8e7e",
"model_dtype": "float16",
"model_memory_footprint": 378123672,
"model_num_parameters": 162322944,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 64,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "EleutherAI/pythia-160m-deduped",
"job_id": 364,
"model_id": "EleutherAI/pythia-160m-deduped_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "GPTNeoXForCausalLM",
"submitted_time": "2024-02-05T23:11:23Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.28526755296136536,
"all_grouped_npm": -0.07954592953219233,
"all_grouped": {
"enem_challenge": 0.20713785864240727,
"bluex": 0.17941585535465926,
"oab_exams": 0.24555808656036446,
"assin2_rte": 0.3389102997234224,
"assin2_sts": 0.04193510248223561,
"faquad_nli": 0.4396551724137931,
"hatebr_offensive": 0.45262567913287954,
"portuguese_hate_speech": 0.38733242633164233,
"tweetsentbr": 0.274837496010884
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.20713785864240727,
"harness|bluex|bluex|None|3": 0.17941585535465926,
"harness|oab_exams|oab_exams|None|3": 0.24555808656036446,
"harness|assin2_rte|assin2_rte|None|15": 0.3389102997234224,
"harness|assin2_sts|assin2_sts|None|15": 0.04193510248223561,
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.45262567913287954,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.38733242633164233,
"harness|tweetsentbr|tweetsentbr|None|25": 0.274837496010884
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.20713785864240727,
"acc,exam_id__2013": 0.19444444444444445,
"acc,exam_id__2012": 0.3103448275862069,
"acc,exam_id__2015": 0.16806722689075632,
"acc,exam_id__2016": 0.18181818181818182,
"acc,exam_id__2009": 0.19130434782608696,
"acc,exam_id__2023": 0.16296296296296298,
"acc,exam_id__2016_2": 0.21951219512195122,
"acc,exam_id__2010": 0.23931623931623933,
"acc,exam_id__2014": 0.1743119266055046,
"acc,exam_id__2022": 0.23308270676691728,
"acc,exam_id__2011": 0.17094017094017094,
"acc,exam_id__2017": 0.2413793103448276,
"main_score": 0.20713785864240727
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.17941585535465926,
"acc,exam_id__USP_2021": 0.19230769230769232,
"acc,exam_id__USP_2018": 0.14814814814814814,
"acc,exam_id__UNICAMP_2023": 0.23255813953488372,
"acc,exam_id__USP_2024": 0.1951219512195122,
"acc,exam_id__USP_2022": 0.20408163265306123,
"acc,exam_id__UNICAMP_2019": 0.14,
"acc,exam_id__USP_2020": 0.16071428571428573,
"acc,exam_id__UNICAMP_2021_1": 0.2826086956521739,
"acc,exam_id__USP_2019": 0.2,
"acc,exam_id__UNICAMP_2022": 0.1794871794871795,
"acc,exam_id__UNICAMP_2024": 0.17777777777777778,
"acc,exam_id__UNICAMP_2021_2": 0.11764705882352941,
"acc,exam_id__UNICAMP_2018": 0.18518518518518517,
"acc,exam_id__USP_2023": 0.11363636363636363,
"acc,exam_id__UNICAMP_2020": 0.18181818181818182,
"main_score": 0.17941585535465926
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.24555808656036446,
"acc,exam_id__2011-03": 0.25252525252525254,
"acc,exam_id__2011-04": 0.2625,
"acc,exam_id__2011-05": 0.2,
"acc,exam_id__2016-19": 0.24358974358974358,
"acc,exam_id__2017-23": 0.2625,
"acc,exam_id__2018-25": 0.2375,
"acc,exam_id__2012-09": 0.22077922077922077,
"acc,exam_id__2017-24": 0.2875,
"acc,exam_id__2014-14": 0.2125,
"acc,exam_id__2015-17": 0.24358974358974358,
"acc,exam_id__2012-07": 0.2375,
"acc,exam_id__2016-20": 0.275,
"acc,exam_id__2013-11": 0.2125,
"acc,exam_id__2016-21": 0.225,
"acc,exam_id__2012-06a": 0.2375,
"acc,exam_id__2015-18": 0.25,
"acc,exam_id__2012-08": 0.1625,
"acc,exam_id__2013-12": 0.225,
"acc,exam_id__2012-06": 0.275,
"acc,exam_id__2015-16": 0.2125,
"acc,exam_id__2013-10": 0.275,
"acc,exam_id__2014-13": 0.3125,
"acc,exam_id__2010-02": 0.24,
"acc,exam_id__2014-15": 0.23076923076923078,
"acc,exam_id__2016-20a": 0.3125,
"acc,exam_id__2010-01": 0.23529411764705882,
"acc,exam_id__2017-22": 0.2875,
"main_score": 0.24555808656036446
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.3389102997234224,
"acc,all": 0.5012254901960784,
"main_score": 0.3389102997234224
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.04193510248223561,
"mse,all": 2.299616013071895,
"main_score": 0.04193510248223561
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.4396551724137931,
"acc,all": 0.7846153846153846,
"main_score": 0.4396551724137931
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.45262567913287954,
"acc,all": 0.5057142857142857,
"main_score": 0.45262567913287954
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.38733242633164233,
"acc,all": 0.39247943595769685,
"main_score": 0.38733242633164233
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.274837496010884,
"acc,all": 0.3641791044776119,
"main_score": 0.274837496010884
}
},
"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": 16,
"non_truncated": 1413,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 17,
"mean_seq_length": 1559.0517844646606,
"min_seq_length": 1308,
"max_seq_length": 2520,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.988103568929321
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 26,
"non_truncated": 693,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 39,
"mean_seq_length": 1656.076495132128,
"min_seq_length": 1285,
"max_seq_length": 2440,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.945757997218359
},
"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": 1340.5503416856493,
"min_seq_length": 1077,
"max_seq_length": 1805,
"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": 1378.0061274509803,
"min_seq_length": 1355,
"max_seq_length": 1444,
"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": 1514.0061274509803,
"min_seq_length": 1491,
"max_seq_length": 1580,
"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": 1578.8153846153846,
"min_seq_length": 1525,
"max_seq_length": 1688,
"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": 1292.5114285714285,
"min_seq_length": 1269,
"max_seq_length": 1535,
"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": 1775.5558166862515,
"min_seq_length": 1741,
"max_seq_length": 1812,
"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": 1495.2800995024875,
"min_seq_length": 1475,
"max_seq_length": 1554,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 42,
"non_truncated": 14108,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 56
}
}