|
{ |
|
"config_general": { |
|
"start_date": "2024-04-23T06-06-54.135257", |
|
"start_time": 1713852414.77889, |
|
"end_time": 1713888353.9754472, |
|
"total_evaluation_time_seconds": 35939.1965572834, |
|
"has_chat_template": true, |
|
"chat_type": "system_user_assistant", |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "e24cd6a7f4f248146310cad0595fbd3697b98968", |
|
"model_dtype": "bfloat16", |
|
"model_memory_footprint": 16194748416, |
|
"model_num_parameters": 8030261248, |
|
"model_is_loaded_in_4bit": null, |
|
"model_is_loaded_in_8bit": null, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:0", |
|
"batch_size": 4, |
|
"max_length": 2560, |
|
"max_ctx_length": 2528, |
|
"max_gen_toks": 32, |
|
"model_name": "botbot-ai/CabraLlama3-8b", |
|
"job_id": 541, |
|
"model_id": "botbot-ai/CabraLlama3-8b_eval_request_False_bfloat16_Original", |
|
"model_base_model": "", |
|
"model_weight_type": "Original", |
|
"model_revision": "main", |
|
"model_private": false, |
|
"model_type": "🔶 : fine-tuned/fp on domain-specific datasets", |
|
"model_architectures": "LlamaForCausalLM", |
|
"submitted_time": "2024-04-22T21:11:16Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.6941756835618058, |
|
"all_grouped_npm": 0.5415664124783302, |
|
"all_grouped": { |
|
"enem_challenge": 0.7466759972008398, |
|
"bluex": 0.56884561891516, |
|
"oab_exams": 0.4929384965831435, |
|
"assin2_rte": 0.9043933220596747, |
|
"assin2_sts": 0.6985414491675039, |
|
"faquad_nli": 0.7038187988033884, |
|
"hatebr_offensive": 0.850539126721469, |
|
"portuguese_hate_speech": 0.6010002344299445, |
|
"tweetsentbr": 0.6808281081751283 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.7466759972008398, |
|
"harness|bluex|bluex|None|3": 0.56884561891516, |
|
"harness|oab_exams|oab_exams|None|3": 0.4929384965831435, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.9043933220596747, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.6985414491675039, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.7038187988033884, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.850539126721469, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6010002344299445, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.6808281081751283 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.7466759972008398, |
|
"acc,exam_id__2013": 0.7129629629629629, |
|
"acc,exam_id__2015": 0.7815126050420168, |
|
"acc,exam_id__2016": 0.7272727272727273, |
|
"acc,exam_id__2014": 0.7981651376146789, |
|
"acc,exam_id__2012": 0.75, |
|
"acc,exam_id__2009": 0.7478260869565218, |
|
"acc,exam_id__2016_2": 0.7317073170731707, |
|
"acc,exam_id__2022": 0.6466165413533834, |
|
"acc,exam_id__2017": 0.7931034482758621, |
|
"acc,exam_id__2011": 0.7692307692307693, |
|
"acc,exam_id__2023": 0.7333333333333333, |
|
"acc,exam_id__2010": 0.7863247863247863, |
|
"main_score": 0.7466759972008398 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.56884561891516, |
|
"acc,exam_id__USP_2018": 0.48148148148148145, |
|
"acc,exam_id__USP_2019": 0.55, |
|
"acc,exam_id__USP_2020": 0.5714285714285714, |
|
"acc,exam_id__UNICAMP_2020": 0.4909090909090909, |
|
"acc,exam_id__UNICAMP_2024": 0.5111111111111111, |
|
"acc,exam_id__USP_2022": 0.5714285714285714, |
|
"acc,exam_id__UNICAMP_2022": 0.6666666666666666, |
|
"acc,exam_id__UNICAMP_2019": 0.62, |
|
"acc,exam_id__USP_2021": 0.5769230769230769, |
|
"acc,exam_id__UNICAMP_2018": 0.46296296296296297, |
|
"acc,exam_id__UNICAMP_2021_2": 0.5686274509803921, |
|
"acc,exam_id__UNICAMP_2021_1": 0.5434782608695652, |
|
"acc,exam_id__UNICAMP_2023": 0.627906976744186, |
|
"acc,exam_id__USP_2023": 0.6363636363636364, |
|
"acc,exam_id__USP_2024": 0.7317073170731707, |
|
"main_score": 0.56884561891516 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.4929384965831435, |
|
"acc,exam_id__2016-21": 0.4375, |
|
"acc,exam_id__2013-10": 0.4375, |
|
"acc,exam_id__2013-12": 0.55, |
|
"acc,exam_id__2012-08": 0.5125, |
|
"acc,exam_id__2010-02": 0.53, |
|
"acc,exam_id__2017-22": 0.5875, |
|
"acc,exam_id__2012-07": 0.4625, |
|
"acc,exam_id__2011-03": 0.46464646464646464, |
|
"acc,exam_id__2015-17": 0.5384615384615384, |
|
"acc,exam_id__2012-06": 0.5125, |
|
"acc,exam_id__2017-23": 0.4625, |
|
"acc,exam_id__2011-04": 0.475, |
|
"acc,exam_id__2016-20": 0.5125, |
|
"acc,exam_id__2015-18": 0.5375, |
|
"acc,exam_id__2016-20a": 0.5375, |
|
"acc,exam_id__2012-06a": 0.4625, |
|
"acc,exam_id__2015-16": 0.4125, |
|
"acc,exam_id__2013-11": 0.5, |
|
"acc,exam_id__2018-25": 0.525, |
|
"acc,exam_id__2014-14": 0.625, |
|
"acc,exam_id__2014-15": 0.5, |
|
"acc,exam_id__2016-19": 0.5897435897435898, |
|
"acc,exam_id__2012-09": 0.4155844155844156, |
|
"acc,exam_id__2014-13": 0.475, |
|
"acc,exam_id__2011-05": 0.5125, |
|
"acc,exam_id__2017-24": 0.4375, |
|
"acc,exam_id__2010-01": 0.3058823529411765, |
|
"main_score": 0.4929384965831435 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.9043933220596747, |
|
"acc,all": 0.9044117647058824, |
|
"main_score": 0.9043933220596747 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.6985414491675039, |
|
"mse,all": 0.6904616013071896, |
|
"main_score": 0.6985414491675039 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.7038187988033884, |
|
"acc,all": 0.7523076923076923, |
|
"main_score": 0.7038187988033884 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.850539126721469, |
|
"acc,all": 0.8514285714285714, |
|
"main_score": 0.850539126721469 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.6010002344299445, |
|
"acc,all": 0.6051703877790834, |
|
"main_score": 0.6010002344299445 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.6808281081751283, |
|
"acc,all": 0.7134328358208956, |
|
"main_score": 0.6808281081751283 |
|
} |
|
}, |
|
"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": 0, |
|
"non_truncated": 1429, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1412.3547935619315, |
|
"min_seq_length": 1187, |
|
"max_seq_length": 2340, |
|
"max_ctx_length": 2528, |
|
"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": 1484.769123783032, |
|
"min_seq_length": 1165, |
|
"max_seq_length": 2134, |
|
"max_ctx_length": 2528, |
|
"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": 1220.3772209567198, |
|
"min_seq_length": 988, |
|
"max_seq_length": 1654, |
|
"max_ctx_length": 2528, |
|
"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": 1318.5322712418301, |
|
"min_seq_length": 1299, |
|
"max_seq_length": 1382, |
|
"max_ctx_length": 2528, |
|
"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": 1509.5322712418301, |
|
"min_seq_length": 1490, |
|
"max_seq_length": 1573, |
|
"max_ctx_length": 2528, |
|
"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": 1447.8215384615385, |
|
"min_seq_length": 1402, |
|
"max_seq_length": 1544, |
|
"max_ctx_length": 2528, |
|
"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": 1279.3878571428572, |
|
"min_seq_length": 1259, |
|
"max_seq_length": 1498, |
|
"max_ctx_length": 2528, |
|
"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": 1676.4195064629848, |
|
"min_seq_length": 1646, |
|
"max_seq_length": 1708, |
|
"max_ctx_length": 2528, |
|
"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": 1537.1537313432837, |
|
"min_seq_length": 1520, |
|
"max_seq_length": 1585, |
|
"max_ctx_length": 2528, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 0, |
|
"non_truncated": 14150, |
|
"padded": 0, |
|
"non_padded": 14150, |
|
"fewshots_truncated": 0 |
|
} |
|
} |