llm_pt_leaderboard_raw_results / openlm-research /open_llama_3b /results_2024-02-16T07-23-49.395940.json
eduagarcia's picture
Uploading raw results for openlm-research/open_llama_3b
6d595fa verified
raw history blame
No virus
14.2 kB
{
"config_general": {
"start_date": "2024-02-16T07-23-49.395940",
"start_time": 1708068229.9358947,
"end_time": 1708074825.4637303,
"total_evaluation_time_seconds": 6595.527835607529,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "141067009124b9c0aea62c76b3eb952174864057",
"model_dtype": "float16",
"model_memory_footprint": 6874251600,
"model_num_parameters": 3426473600,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:1",
"batch_size": 32,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "openlm-research/open_llama_3b",
"job_id": 207,
"model_id": "openlm-research/open_llama_3b_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "LlamaForCausalLM",
"submitted_time": "2024-02-11T13:34:13Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.23694904873664083,
"all_grouped_npm": -0.06929281648764919,
"all_grouped": {
"enem_challenge": 0.1952414275717285,
"bluex": 0.21001390820584145,
"oab_exams": 0.23234624145785876,
"assin2_rte": 0.3333333333333333,
"assin2_sts": 0.014951178957756552,
"faquad_nli": 0.4396551724137931,
"sparrow_pt": 0.2331020792161743
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.1952414275717285,
"harness|bluex|bluex|None|3": 0.21001390820584145,
"harness|oab_exams|oab_exams|None|3": 0.23234624145785876,
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333,
"harness|assin2_sts|assin2_sts|None|15": 0.014951178957756552,
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.050520791280513046,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.2975609756097561,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.19112266647928233
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.1952414275717285,
"acc,exam_id__2015": 0.15126050420168066,
"acc,exam_id__2012": 0.1896551724137931,
"acc,exam_id__2017": 0.21551724137931033,
"acc,exam_id__2009": 0.17391304347826086,
"acc,exam_id__2023": 0.25925925925925924,
"acc,exam_id__2016_2": 0.1951219512195122,
"acc,exam_id__2010": 0.17094017094017094,
"acc,exam_id__2014": 0.1743119266055046,
"acc,exam_id__2013": 0.1574074074074074,
"acc,exam_id__2022": 0.20300751879699247,
"acc,exam_id__2011": 0.24786324786324787,
"acc,exam_id__2016": 0.19008264462809918,
"main_score": 0.1952414275717285
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.21001390820584145,
"acc,exam_id__UNICAMP_2022": 0.2564102564102564,
"acc,exam_id__UNICAMP_2019": 0.2,
"acc,exam_id__UNICAMP_2023": 0.23255813953488372,
"acc,exam_id__UNICAMP_2018": 0.2777777777777778,
"acc,exam_id__UNICAMP_2020": 0.18181818181818182,
"acc,exam_id__USP_2024": 0.07317073170731707,
"acc,exam_id__UNICAMP_2021_2": 0.19607843137254902,
"acc,exam_id__USP_2022": 0.22448979591836735,
"acc,exam_id__USP_2019": 0.225,
"acc,exam_id__USP_2021": 0.17307692307692307,
"acc,exam_id__USP_2023": 0.11363636363636363,
"acc,exam_id__UNICAMP_2021_1": 0.32608695652173914,
"acc,exam_id__UNICAMP_2024": 0.3111111111111111,
"acc,exam_id__USP_2020": 0.26785714285714285,
"acc,exam_id__USP_2018": 0.09259259259259259,
"main_score": 0.21001390820584145
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.23234624145785876,
"acc,exam_id__2012-06a": 0.25,
"acc,exam_id__2015-17": 0.24358974358974358,
"acc,exam_id__2012-06": 0.25,
"acc,exam_id__2014-15": 0.20512820512820512,
"acc,exam_id__2016-20": 0.2375,
"acc,exam_id__2013-10": 0.2,
"acc,exam_id__2012-07": 0.15,
"acc,exam_id__2011-03": 0.26262626262626265,
"acc,exam_id__2011-05": 0.2,
"acc,exam_id__2016-19": 0.19230769230769232,
"acc,exam_id__2017-23": 0.2,
"acc,exam_id__2017-22": 0.2625,
"acc,exam_id__2018-25": 0.2875,
"acc,exam_id__2014-13": 0.2375,
"acc,exam_id__2017-24": 0.225,
"acc,exam_id__2010-01": 0.3058823529411765,
"acc,exam_id__2014-14": 0.2625,
"acc,exam_id__2011-04": 0.2625,
"acc,exam_id__2013-12": 0.1625,
"acc,exam_id__2015-16": 0.2375,
"acc,exam_id__2016-21": 0.2375,
"acc,exam_id__2013-11": 0.15,
"acc,exam_id__2012-08": 0.225,
"acc,exam_id__2016-20a": 0.2875,
"acc,exam_id__2012-09": 0.22077922077922077,
"acc,exam_id__2010-02": 0.25,
"acc,exam_id__2015-18": 0.25,
"main_score": 0.23234624145785876
},
"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": 0.014951178957756552,
"mse,all": 2.5394076797385616,
"main_score": 0.014951178957756552
},
"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": 0.050520791280513046,
"acc,all": 0.094,
"main_score": 0.050520791280513046
},
"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": 0.2975609756097561,
"acc,all": 0.664,
"main_score": 0.2975609756097561
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.19112266647928233,
"acc,all": 0.356,
"main_score": 0.19112266647928233
}
},
"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": 133,
"non_truncated": 1296,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 138,
"mean_seq_length": 1771.555633310007,
"min_seq_length": 1470,
"max_seq_length": 2861,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.903428971308607
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 13,
"non_truncated": 706,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 13,
"mean_seq_length": 1490.3643949930458,
"min_seq_length": 1077,
"max_seq_length": 2364,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9819193324061195
},
"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": 1527.2555808656036,
"min_seq_length": 1226,
"max_seq_length": 2078,
"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": 1377.0273692810458,
"min_seq_length": 1352,
"max_seq_length": 1446,
"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": 1544.0273692810458,
"min_seq_length": 1519,
"max_seq_length": 1613,
"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": 1727.9384615384615,
"min_seq_length": 1666,
"max_seq_length": 1858,
"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": 1858.966,
"min_seq_length": 1834,
"max_seq_length": 1909,
"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": 1851.432,
"min_seq_length": 1825,
"max_seq_length": 1897,
"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": 1556.884,
"min_seq_length": 1538,
"max_seq_length": 1596,
"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": 1733.148,
"min_seq_length": 1713,
"max_seq_length": 1767,
"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": 152
}
}