llm_pt_leaderboard_results / EleutherAI /pythia-6.9b-deduped /results_2024-02-14T17-44-29.767283.json
eduagarcia's picture
Updating model EleutherAI/pythia-6.9b-deduped
45514a5 verified
raw
history blame
14.2 kB
{
"config_general": {
"start_date": "2024-02-14T17-44-29.767283",
"start_time": 1707932670.347448,
"end_time": 1707936677.2206705,
"total_evaluation_time_seconds": 4006.873222351074,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "372b1c08d9b5b0fc18ce86bbf294930e26e66ed5",
"model_dtype": "float16",
"model_memory_footprint": 13857212480,
"model_num_parameters": 6857302016,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 16,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "EleutherAI/pythia-6.9b-deduped",
"job_id": 198,
"model_id": "EleutherAI/pythia-6.9b-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": "2024-02-05T23:11:48Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.24349621884502046,
"all_grouped_npm": -0.056880866402642415,
"all_grouped": {
"enem_challenge": 0.20503848845346395,
"bluex": 0.21835883171070933,
"oab_exams": 0.2669703872437358,
"assin2_rte": 0.33514630774633175,
"assin2_sts": 0.015459703136524651,
"faquad_nli": 0.5032594590990455,
"sparrow_pt": 0.16024035452533222
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.20503848845346395,
"harness|bluex|bluex|None|3": 0.21835883171070933,
"harness|oab_exams|oab_exams|None|3": 0.2669703872437358,
"harness|assin2_rte|assin2_rte|None|15": 0.33514630774633175,
"harness|assin2_sts|assin2_sts|None|15": 0.015459703136524651,
"harness|faquad_nli|faquad_nli|None|15": 0.5032594590990455,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.05071323767657713,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.0671462829736211,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.12989801395598496
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.20503848845346395,
"acc,exam_id__2015": 0.17647058823529413,
"acc,exam_id__2012": 0.25862068965517243,
"acc,exam_id__2017": 0.22413793103448276,
"acc,exam_id__2009": 0.22608695652173913,
"acc,exam_id__2023": 0.2,
"acc,exam_id__2016_2": 0.17886178861788618,
"acc,exam_id__2010": 0.18803418803418803,
"acc,exam_id__2014": 0.21100917431192662,
"acc,exam_id__2013": 0.2037037037037037,
"acc,exam_id__2022": 0.17293233082706766,
"acc,exam_id__2011": 0.21367521367521367,
"acc,exam_id__2016": 0.21487603305785125,
"main_score": 0.20503848845346395
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.21835883171070933,
"acc,exam_id__UNICAMP_2022": 0.3076923076923077,
"acc,exam_id__UNICAMP_2019": 0.16,
"acc,exam_id__UNICAMP_2023": 0.3023255813953488,
"acc,exam_id__UNICAMP_2018": 0.24074074074074073,
"acc,exam_id__UNICAMP_2020": 0.2545454545454545,
"acc,exam_id__USP_2024": 0.21951219512195122,
"acc,exam_id__UNICAMP_2021_2": 0.1568627450980392,
"acc,exam_id__USP_2022": 0.1836734693877551,
"acc,exam_id__USP_2019": 0.25,
"acc,exam_id__USP_2021": 0.23076923076923078,
"acc,exam_id__USP_2023": 0.13636363636363635,
"acc,exam_id__UNICAMP_2021_1": 0.21739130434782608,
"acc,exam_id__UNICAMP_2024": 0.24444444444444444,
"acc,exam_id__USP_2020": 0.25,
"acc,exam_id__USP_2018": 0.14814814814814814,
"main_score": 0.21835883171070933
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.2669703872437358,
"acc,exam_id__2012-06a": 0.1875,
"acc,exam_id__2015-17": 0.2564102564102564,
"acc,exam_id__2012-06": 0.2375,
"acc,exam_id__2014-15": 0.2692307692307692,
"acc,exam_id__2016-20": 0.225,
"acc,exam_id__2013-10": 0.2625,
"acc,exam_id__2012-07": 0.2625,
"acc,exam_id__2011-03": 0.25252525252525254,
"acc,exam_id__2011-05": 0.1875,
"acc,exam_id__2016-19": 0.21794871794871795,
"acc,exam_id__2017-23": 0.2875,
"acc,exam_id__2017-22": 0.2375,
"acc,exam_id__2018-25": 0.275,
"acc,exam_id__2014-13": 0.3125,
"acc,exam_id__2017-24": 0.3,
"acc,exam_id__2010-01": 0.29411764705882354,
"acc,exam_id__2014-14": 0.3125,
"acc,exam_id__2011-04": 0.3875,
"acc,exam_id__2013-12": 0.1875,
"acc,exam_id__2015-16": 0.2375,
"acc,exam_id__2016-21": 0.3375,
"acc,exam_id__2013-11": 0.225,
"acc,exam_id__2012-08": 0.275,
"acc,exam_id__2016-20a": 0.2375,
"acc,exam_id__2012-09": 0.3116883116883117,
"acc,exam_id__2010-02": 0.36,
"acc,exam_id__2015-18": 0.25,
"main_score": 0.2669703872437358
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.33514630774633175,
"acc,all": 0.5008169934640523,
"main_score": 0.33514630774633175
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.015459703136524651,
"mse,all": 2.1141911764705887,
"main_score": 0.015459703136524651
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.5032594590990455,
"acc,all": 0.7707692307692308,
"main_score": 0.5032594590990455
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.05071323767657713,
"acc,all": 0.1,
"main_score": 0.05071323767657713
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"f1_macro,all": 0.3932038834951456,
"acc,all": 0.648,
"main_score": 0.3932038834951456
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"f1_macro,all": 0.0671462829736211,
"acc,all": 0.112,
"main_score": 0.0671462829736211
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.12989801395598496,
"acc,all": 0.242,
"main_score": 0.12989801395598496
}
},
"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": 15,
"non_truncated": 1414,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 16,
"mean_seq_length": 1542.0517844646606,
"min_seq_length": 1291,
"max_seq_length": 2503,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9888033589923024
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 2,
"non_truncated": 717,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 2,
"mean_seq_length": 1324.076495132128,
"min_seq_length": 953,
"max_seq_length": 2108,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9972183588317107
},
"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": 1324.5503416856493,
"min_seq_length": 1061,
"max_seq_length": 1789,
"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": 1259.0061274509803,
"min_seq_length": 1236,
"max_seq_length": 1325,
"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": 1392.0061274509803,
"min_seq_length": 1369,
"max_seq_length": 1458,
"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": 1540.8153846153846,
"min_seq_length": 1487,
"max_seq_length": 1650,
"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": 1744.524,
"min_seq_length": 1723,
"max_seq_length": 1777,
"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": 1716.684,
"min_seq_length": 1693,
"max_seq_length": 1754,
"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": 1425.294,
"min_seq_length": 1408,
"max_seq_length": 1461,
"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": 1577.602,
"min_seq_length": 1560,
"max_seq_length": 1607,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 17,
"non_truncated": 11872,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 18
}
}