|
{ |
|
"config_general": { |
|
"start_date": "2024-02-17T23-07-55.801702", |
|
"start_time": 1708211276.5700896, |
|
"end_time": 1708220841.8995054, |
|
"total_evaluation_time_seconds": 9565.329415798187, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "2fbcb8c85ff353d51d61f3411121afef5df79981", |
|
"model_dtype": "float16", |
|
"model_memory_footprint": 26073681920, |
|
"model_num_parameters": 13015864320, |
|
"model_is_loaded_in_4bit": false, |
|
"model_is_loaded_in_8bit": false, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:1", |
|
"batch_size": 16, |
|
"max_length": 2048, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"model_name": "nicolasdec/cabra13b", |
|
"job_id": 247, |
|
"model_id": "nicolasdec/cabra13b_eval_request_False_float16_Original", |
|
"model_base_model": "", |
|
"model_weight_type": "Original", |
|
"model_revision": "main", |
|
"model_private": false, |
|
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", |
|
"model_architectures": "LlamaForCausalLM", |
|
"submitted_time": "2024-02-05T23:03:22Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.5650071262781954, |
|
"all_grouped_npm": 0.3542760927948254, |
|
"all_grouped": { |
|
"enem_challenge": 0.48845346396081174, |
|
"bluex": 0.4089012517385257, |
|
"oab_exams": 0.3530751708428246, |
|
"assin2_rte": 0.8554620405358984, |
|
"assin2_sts": 0.5719364486772344, |
|
"faquad_nli": 0.45449901481427424, |
|
"hatebr_offensive": 0.7777544154751892, |
|
"portuguese_hate_speech": 0.6412793603198401, |
|
"tweetsentbr": 0.5337029701391601 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.48845346396081174, |
|
"harness|bluex|bluex|None|3": 0.4089012517385257, |
|
"harness|oab_exams|oab_exams|None|3": 0.3530751708428246, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.8554620405358984, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.5719364486772344, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.45449901481427424, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7777544154751892, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6412793603198401, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.5337029701391601 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.48845346396081174, |
|
"acc,exam_id__2023": 0.4666666666666667, |
|
"acc,exam_id__2010": 0.49572649572649574, |
|
"acc,exam_id__2016_2": 0.4959349593495935, |
|
"acc,exam_id__2011": 0.6068376068376068, |
|
"acc,exam_id__2022": 0.44360902255639095, |
|
"acc,exam_id__2015": 0.4789915966386555, |
|
"acc,exam_id__2013": 0.49074074074074076, |
|
"acc,exam_id__2014": 0.5229357798165137, |
|
"acc,exam_id__2009": 0.4, |
|
"acc,exam_id__2016": 0.4628099173553719, |
|
"acc,exam_id__2012": 0.4827586206896552, |
|
"acc,exam_id__2017": 0.5258620689655172, |
|
"main_score": 0.48845346396081174 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.4089012517385257, |
|
"acc,exam_id__UNICAMP_2020": 0.32727272727272727, |
|
"acc,exam_id__UNICAMP_2021_2": 0.35294117647058826, |
|
"acc,exam_id__USP_2018": 0.2962962962962963, |
|
"acc,exam_id__UNICAMP_2023": 0.4418604651162791, |
|
"acc,exam_id__USP_2024": 0.4146341463414634, |
|
"acc,exam_id__UNICAMP_2021_1": 0.43478260869565216, |
|
"acc,exam_id__USP_2020": 0.5535714285714286, |
|
"acc,exam_id__USP_2019": 0.4, |
|
"acc,exam_id__USP_2023": 0.4090909090909091, |
|
"acc,exam_id__UNICAMP_2019": 0.46, |
|
"acc,exam_id__USP_2022": 0.42857142857142855, |
|
"acc,exam_id__UNICAMP_2024": 0.5333333333333333, |
|
"acc,exam_id__USP_2021": 0.34615384615384615, |
|
"acc,exam_id__UNICAMP_2022": 0.46153846153846156, |
|
"acc,exam_id__UNICAMP_2018": 0.3148148148148148, |
|
"main_score": 0.4089012517385257 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.3530751708428246, |
|
"acc,exam_id__2016-20": 0.375, |
|
"acc,exam_id__2015-17": 0.3974358974358974, |
|
"acc,exam_id__2014-13": 0.375, |
|
"acc,exam_id__2018-25": 0.3625, |
|
"acc,exam_id__2017-22": 0.35, |
|
"acc,exam_id__2014-14": 0.35, |
|
"acc,exam_id__2013-11": 0.45, |
|
"acc,exam_id__2015-18": 0.3875, |
|
"acc,exam_id__2011-05": 0.2625, |
|
"acc,exam_id__2012-08": 0.5, |
|
"acc,exam_id__2012-06a": 0.4125, |
|
"acc,exam_id__2017-24": 0.325, |
|
"acc,exam_id__2012-07": 0.325, |
|
"acc,exam_id__2016-20a": 0.2625, |
|
"acc,exam_id__2016-21": 0.3875, |
|
"acc,exam_id__2016-19": 0.34615384615384615, |
|
"acc,exam_id__2010-01": 0.2823529411764706, |
|
"acc,exam_id__2011-04": 0.3125, |
|
"acc,exam_id__2012-06": 0.375, |
|
"acc,exam_id__2017-23": 0.3875, |
|
"acc,exam_id__2012-09": 0.37662337662337664, |
|
"acc,exam_id__2013-12": 0.325, |
|
"acc,exam_id__2013-10": 0.3, |
|
"acc,exam_id__2011-03": 0.26262626262626265, |
|
"acc,exam_id__2015-16": 0.3125, |
|
"acc,exam_id__2010-02": 0.35, |
|
"acc,exam_id__2014-15": 0.41025641025641024, |
|
"main_score": 0.3530751708428246 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.8554620405358984, |
|
"acc,all": 0.8562091503267973, |
|
"main_score": 0.8554620405358984 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.5719364486772344, |
|
"mse,all": 1.098455882352941, |
|
"main_score": 0.5719364486772344 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.45449901481427424, |
|
"acc,all": 0.7876923076923077, |
|
"main_score": 0.45449901481427424 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.7777544154751892, |
|
"acc,all": 0.7842857142857143, |
|
"main_score": 0.7777544154751892 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.6412793603198401, |
|
"acc,all": 0.6580493537015276, |
|
"main_score": 0.6412793603198401 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.5337029701391601, |
|
"acc,all": 0.6388059701492538, |
|
"main_score": 0.5337029701391601 |
|
} |
|
}, |
|
"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|hatebr_offensive|hatebr_offensive": "LM Harness task", |
|
"harness|portuguese_hate_speech|portuguese_hate_speech": "LM Harness task", |
|
"harness|tweetsentbr|tweetsentbr": "LM Harness task" |
|
}, |
|
"versions": { |
|
"all": 0, |
|
"harness|enem_challenge|enem_challenge": 1.1, |
|
"harness|bluex|bluex": 1.1, |
|
"harness|oab_exams|oab_exams": 1.5, |
|
"harness|assin2_rte|assin2_rte": 1.1, |
|
"harness|assin2_sts|assin2_sts": 1.1, |
|
"harness|faquad_nli|faquad_nli": 1.1, |
|
"harness|hatebr_offensive|hatebr_offensive": 1.0, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech": 1.0, |
|
"harness|tweetsentbr|tweetsentbr": 1.0 |
|
}, |
|
"summary_tasks": { |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"sample_size": 1429, |
|
"truncated": 13, |
|
"non_truncated": 1416, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 15, |
|
"mean_seq_length": 1547.9881035689293, |
|
"min_seq_length": 1295, |
|
"max_seq_length": 2587, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.9895031490552832 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 34, |
|
"non_truncated": 685, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 47, |
|
"mean_seq_length": 1668.7426981919332, |
|
"min_seq_length": 1302, |
|
"max_seq_length": 2428, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.934631432545202 |
|
}, |
|
"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": 1320.4145785876992, |
|
"min_seq_length": 1065, |
|
"max_seq_length": 1802, |
|
"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": 1303.9889705882354, |
|
"min_seq_length": 1281, |
|
"max_seq_length": 1370, |
|
"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": 1527.9889705882354, |
|
"min_seq_length": 1505, |
|
"max_seq_length": 1594, |
|
"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": 1511.1184615384616, |
|
"min_seq_length": 1459, |
|
"max_seq_length": 1618, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 15.0 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"sample_size": 1400, |
|
"truncated": 0, |
|
"non_truncated": 1400, |
|
"padded": 0, |
|
"non_padded": 1400, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1268.9178571428572, |
|
"min_seq_length": 1245, |
|
"max_seq_length": 1515, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"sample_size": 851, |
|
"truncated": 0, |
|
"non_truncated": 851, |
|
"padded": 0, |
|
"non_padded": 851, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1760.801410105758, |
|
"min_seq_length": 1726, |
|
"max_seq_length": 1804, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"sample_size": 2010, |
|
"truncated": 0, |
|
"non_truncated": 2010, |
|
"padded": 0, |
|
"non_padded": 2010, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1527.6845771144278, |
|
"min_seq_length": 1506, |
|
"max_seq_length": 1645, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 47, |
|
"non_truncated": 14103, |
|
"padded": 0, |
|
"non_padded": 14150, |
|
"fewshots_truncated": 62 |
|
} |
|
} |