|
{ |
|
"config_general": { |
|
"start_date": "2024-02-08T20-30-27.905193", |
|
"start_time": 1707424228.426312, |
|
"end_time": 1707428645.5426004, |
|
"total_evaluation_time_seconds": 4417.116288423538, |
|
"has_chat_template": true, |
|
"chat_type": "system_user_assistant", |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "9619fb7d2a8e25fa6b0633c0f57f7f4aa79b45c4", |
|
"model_dtype": "bfloat16", |
|
"model_memory_footprint": 14617722880, |
|
"model_num_parameters": 7241748480, |
|
"model_is_loaded_in_4bit": false, |
|
"model_is_loaded_in_8bit": false, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:1", |
|
"batch_size": 4, |
|
"max_length": 4096, |
|
"max_ctx_length": 4064, |
|
"max_gen_toks": 32, |
|
"model_name": "openchat/openchat-3.5-0106", |
|
"job_id": 106, |
|
"model_id": "openchat/openchat-3.5-0106_eval_request_False_bfloat16_Original", |
|
"model_base_model": "", |
|
"model_weight_type": "Original", |
|
"model_revision": "main", |
|
"model_private": false, |
|
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", |
|
"model_architectures": "MistralForCausalLM", |
|
"submitted_time": "2024-02-05T23:16:08Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.0.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.6384180887272622, |
|
"all_grouped_npm": 0.5077555901068431, |
|
"all_grouped": { |
|
"enem_challenge": 0.6487053883834849, |
|
"bluex": 0.5299026425591099, |
|
"oab_exams": 0.4469248291571754, |
|
"assin2_rte": 0.9211600123149934, |
|
"assin2_sts": 0.7374716904227555, |
|
"faquad_nli": 0.7951201656662747, |
|
"sparrow_pt": 0.3896418925870422 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.6487053883834849, |
|
"harness|bluex|bluex|None|3": 0.5299026425591099, |
|
"harness|oab_exams|oab_exams|None|3": 0.4469248291571754, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.9211600123149934, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.7374716904227555, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.7951201656662747, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.07269187628371758, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.5615369472233656, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.5020162151273836, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.42232253171370204 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.6487053883834849, |
|
"acc,exam_id__2023": 0.674074074074074, |
|
"acc,exam_id__2009": 0.6173913043478261, |
|
"acc,exam_id__2013": 0.6574074074074074, |
|
"acc,exam_id__2011": 0.717948717948718, |
|
"acc,exam_id__2014": 0.6146788990825688, |
|
"acc,exam_id__2016_2": 0.6504065040650406, |
|
"acc,exam_id__2022": 0.6541353383458647, |
|
"acc,exam_id__2017": 0.6896551724137931, |
|
"acc,exam_id__2016": 0.6033057851239669, |
|
"acc,exam_id__2015": 0.6218487394957983, |
|
"acc,exam_id__2012": 0.646551724137931, |
|
"acc,exam_id__2010": 0.6324786324786325, |
|
"main_score": 0.6487053883834849 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.5299026425591099, |
|
"acc,exam_id__USP_2018": 0.46296296296296297, |
|
"acc,exam_id__USP_2024": 0.6585365853658537, |
|
"acc,exam_id__USP_2021": 0.5384615384615384, |
|
"acc,exam_id__UNICAMP_2021_1": 0.4782608695652174, |
|
"acc,exam_id__USP_2020": 0.5535714285714286, |
|
"acc,exam_id__USP_2022": 0.5918367346938775, |
|
"acc,exam_id__UNICAMP_2022": 0.5897435897435898, |
|
"acc,exam_id__UNICAMP_2020": 0.5272727272727272, |
|
"acc,exam_id__USP_2023": 0.5227272727272727, |
|
"acc,exam_id__USP_2019": 0.5, |
|
"acc,exam_id__UNICAMP_2023": 0.5116279069767442, |
|
"acc,exam_id__UNICAMP_2024": 0.4888888888888889, |
|
"acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, |
|
"acc,exam_id__UNICAMP_2019": 0.58, |
|
"acc,exam_id__UNICAMP_2018": 0.46296296296296297, |
|
"main_score": 0.5299026425591099 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.4469248291571754, |
|
"acc,exam_id__2010-01": 0.4470588235294118, |
|
"acc,exam_id__2017-24": 0.3875, |
|
"acc,exam_id__2016-21": 0.3875, |
|
"acc,exam_id__2016-19": 0.5, |
|
"acc,exam_id__2013-12": 0.5125, |
|
"acc,exam_id__2015-17": 0.5641025641025641, |
|
"acc,exam_id__2012-09": 0.4155844155844156, |
|
"acc,exam_id__2014-14": 0.6125, |
|
"acc,exam_id__2013-10": 0.4625, |
|
"acc,exam_id__2012-06a": 0.5, |
|
"acc,exam_id__2016-20a": 0.3625, |
|
"acc,exam_id__2018-25": 0.45, |
|
"acc,exam_id__2011-04": 0.35, |
|
"acc,exam_id__2011-05": 0.425, |
|
"acc,exam_id__2017-22": 0.5, |
|
"acc,exam_id__2014-13": 0.425, |
|
"acc,exam_id__2012-08": 0.4, |
|
"acc,exam_id__2013-11": 0.4125, |
|
"acc,exam_id__2011-03": 0.3434343434343434, |
|
"acc,exam_id__2012-07": 0.425, |
|
"acc,exam_id__2015-16": 0.4125, |
|
"acc,exam_id__2014-15": 0.5128205128205128, |
|
"acc,exam_id__2010-02": 0.45, |
|
"acc,exam_id__2016-20": 0.4625, |
|
"acc,exam_id__2017-23": 0.425, |
|
"acc,exam_id__2012-06": 0.45, |
|
"acc,exam_id__2015-18": 0.5, |
|
"main_score": 0.4469248291571754 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.9211600123149934, |
|
"acc,all": 0.9211601307189542, |
|
"main_score": 0.9211600123149934 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.7374716904227555, |
|
"mse,all": 0.7670547385620915, |
|
"main_score": 0.7374716904227555 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.7951201656662747, |
|
"acc,all": 0.8569230769230769, |
|
"main_score": 0.7951201656662747 |
|
}, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { |
|
"f1_macro,all": 0.07269187628371758, |
|
"acc,all": 0.116, |
|
"main_score": 0.07269187628371758 |
|
}, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { |
|
"f1_macro,all": 0.5615369472233656, |
|
"acc,all": 0.706, |
|
"main_score": 0.5615369472233656 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { |
|
"f1_macro,all": 0.5020162151273836, |
|
"acc,all": 0.544, |
|
"main_score": 0.5020162151273836 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { |
|
"f1_macro,all": 0.42232253171370204, |
|
"acc,all": 0.422, |
|
"main_score": 0.42232253171370204 |
|
} |
|
}, |
|
"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": 1668.039188243527, |
|
"min_seq_length": 1402, |
|
"max_seq_length": 2666, |
|
"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": 1457.9262865090404, |
|
"min_seq_length": 1081, |
|
"max_seq_length": 2258, |
|
"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": 1414.764464692483, |
|
"min_seq_length": 1148, |
|
"max_seq_length": 1917, |
|
"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": 1459.7455065359477, |
|
"min_seq_length": 1436, |
|
"max_seq_length": 1526, |
|
"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": 1690.7455065359477, |
|
"min_seq_length": 1667, |
|
"max_seq_length": 1757, |
|
"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": 1786.9876923076922, |
|
"min_seq_length": 1731, |
|
"max_seq_length": 1907, |
|
"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": 2094.336, |
|
"min_seq_length": 2072, |
|
"max_seq_length": 2128, |
|
"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": 2117.15, |
|
"min_seq_length": 2093, |
|
"max_seq_length": 2162, |
|
"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": 1829.088, |
|
"min_seq_length": 1812, |
|
"max_seq_length": 1865, |
|
"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": 1994.55, |
|
"min_seq_length": 1977, |
|
"max_seq_length": 2027, |
|
"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 |
|
} |
|
} |