llm_pt_leaderboard_results
/
openlm-research
/open_llama_3b
/results_2024-02-16T07-23-49.395940.json
| { | |
| "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 | |
| } | |
| } |