llm_pt_leaderboard_results
/
stabilityai
/stablelm-base-alpha-3b
/results_2024-02-08T23-07-43.590555.json
{ | |
"config_general": { | |
"start_date": "2024-02-08T23-07-43.590555", | |
"start_time": 1707433664.108006, | |
"end_time": 1707436079.2480626, | |
"total_evaluation_time_seconds": 2415.1400566101074, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "819657db42861818efac86e8ca60f673fa912ef8", | |
"model_dtype": "float16", | |
"model_memory_footprint": 7551468576, | |
"model_num_parameters": 3637321728, | |
"model_is_loaded_in_4bit": false, | |
"model_is_loaded_in_8bit": false, | |
"model_is_quantized": null, | |
"model_device": "cuda:0", | |
"batch_size": 8, | |
"max_length": 4096, | |
"max_ctx_length": 4064, | |
"max_gen_toks": 32, | |
"model_name": "stabilityai/stablelm-base-alpha-3b", | |
"job_id": 109, | |
"model_id": "stabilityai/stablelm-base-alpha-3b_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": "2024-02-05T23:16:32Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.0.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.23713566279221143, | |
"all_grouped_npm": -0.06982192760955486, | |
"all_grouped": { | |
"enem_challenge": 0.1994401679496151, | |
"bluex": 0.1933240611961057, | |
"oab_exams": 0.2505694760820046, | |
"assin2_rte": 0.3333333333333333, | |
"assin2_sts": 0.027944186858664927, | |
"faquad_nli": 0.4396551724137931, | |
"sparrow_pt": 0.21568324171196324 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.1994401679496151, | |
"harness|bluex|bluex|None|3": 0.1933240611961057, | |
"harness|oab_exams|oab_exams|None|3": 0.2505694760820046, | |
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333, | |
"harness|assin2_sts|assin2_sts|None|15": 0.027944186858664927, | |
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, | |
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.014338253823899383, | |
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, | |
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.28308400460299193, | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.172106824925816 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.1994401679496151, | |
"acc,exam_id__2023": 0.24444444444444444, | |
"acc,exam_id__2009": 0.1565217391304348, | |
"acc,exam_id__2013": 0.25, | |
"acc,exam_id__2011": 0.1794871794871795, | |
"acc,exam_id__2014": 0.1559633027522936, | |
"acc,exam_id__2016_2": 0.22764227642276422, | |
"acc,exam_id__2022": 0.20300751879699247, | |
"acc,exam_id__2017": 0.21551724137931033, | |
"acc,exam_id__2016": 0.19834710743801653, | |
"acc,exam_id__2015": 0.15966386554621848, | |
"acc,exam_id__2012": 0.1810344827586207, | |
"acc,exam_id__2010": 0.21367521367521367, | |
"main_score": 0.1994401679496151 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.1933240611961057, | |
"acc,exam_id__USP_2018": 0.14814814814814814, | |
"acc,exam_id__USP_2024": 0.14634146341463414, | |
"acc,exam_id__USP_2021": 0.2692307692307692, | |
"acc,exam_id__UNICAMP_2021_1": 0.2608695652173913, | |
"acc,exam_id__USP_2020": 0.14285714285714285, | |
"acc,exam_id__USP_2022": 0.20408163265306123, | |
"acc,exam_id__UNICAMP_2022": 0.20512820512820512, | |
"acc,exam_id__UNICAMP_2020": 0.18181818181818182, | |
"acc,exam_id__USP_2023": 0.1590909090909091, | |
"acc,exam_id__USP_2019": 0.225, | |
"acc,exam_id__UNICAMP_2023": 0.23255813953488372, | |
"acc,exam_id__UNICAMP_2024": 0.2, | |
"acc,exam_id__UNICAMP_2021_2": 0.13725490196078433, | |
"acc,exam_id__UNICAMP_2019": 0.2, | |
"acc,exam_id__UNICAMP_2018": 0.2037037037037037, | |
"main_score": 0.1933240611961057 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.2505694760820046, | |
"acc,exam_id__2010-01": 0.32941176470588235, | |
"acc,exam_id__2017-24": 0.2375, | |
"acc,exam_id__2016-21": 0.2625, | |
"acc,exam_id__2016-19": 0.28205128205128205, | |
"acc,exam_id__2013-12": 0.225, | |
"acc,exam_id__2015-17": 0.2948717948717949, | |
"acc,exam_id__2012-09": 0.22077922077922077, | |
"acc,exam_id__2014-14": 0.1625, | |
"acc,exam_id__2013-10": 0.2625, | |
"acc,exam_id__2012-06a": 0.2625, | |
"acc,exam_id__2016-20a": 0.275, | |
"acc,exam_id__2018-25": 0.25, | |
"acc,exam_id__2011-04": 0.275, | |
"acc,exam_id__2011-05": 0.225, | |
"acc,exam_id__2017-22": 0.2625, | |
"acc,exam_id__2014-13": 0.275, | |
"acc,exam_id__2012-08": 0.2125, | |
"acc,exam_id__2013-11": 0.225, | |
"acc,exam_id__2011-03": 0.21212121212121213, | |
"acc,exam_id__2012-07": 0.2625, | |
"acc,exam_id__2015-16": 0.225, | |
"acc,exam_id__2014-15": 0.21794871794871795, | |
"acc,exam_id__2010-02": 0.25, | |
"acc,exam_id__2016-20": 0.275, | |
"acc,exam_id__2017-23": 0.2875, | |
"acc,exam_id__2012-06": 0.2625, | |
"acc,exam_id__2015-18": 0.2375, | |
"main_score": 0.2505694760820046 | |
}, | |
"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": 0.027944186858664927, | |
"mse,all": 2.4670751633986927, | |
"main_score": 0.027944186858664927 | |
}, | |
"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": 0.014338253823899383, | |
"acc,all": 0.082, | |
"main_score": 0.014338253823899383 | |
}, | |
"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": 0.28308400460299193, | |
"acc,all": 0.738, | |
"main_score": 0.28308400460299193 | |
}, | |
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { | |
"f1_macro,all": 0.172106824925816, | |
"acc,all": 0.348, | |
"main_score": 0.172106824925816 | |
} | |
}, | |
"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": 0, | |
"non_truncated": 1429, | |
"padded": 0, | |
"non_padded": 1429, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1542.0517844646606, | |
"min_seq_length": 1291, | |
"max_seq_length": 2503, | |
"max_ctx_length": 4064, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 3.0 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 0, | |
"non_truncated": 719, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1324.076495132128, | |
"min_seq_length": 953, | |
"max_seq_length": 2108, | |
"max_ctx_length": 4064, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 3.0 | |
}, | |
"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": 4064, | |
"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": 4064, | |
"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": 4064, | |
"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": 4064, | |
"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": 4064, | |
"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": 4064, | |
"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": 4064, | |
"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": 4064, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 0, | |
"non_truncated": 11889, | |
"padded": 0, | |
"non_padded": 11889, | |
"fewshots_truncated": 0 | |
} | |
} |