| { | |
| "config_general": { | |
| "start_date": "2024-04-24T18-05-47.789710", | |
| "start_time": 1713981948.431894, | |
| "end_time": 1714002471.435535, | |
| "total_evaluation_time_seconds": 20523.00364089012, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "2f325501c4db6464d4fe03c84c3a394197865690", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 7439995264, | |
| "model_num_parameters": 2646255776, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 8, | |
| "max_length": 2560, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "model_name": "cerebras/btlm-3b-8k-base", | |
| "job_id": 546, | |
| "model_id": "cerebras/btlm-3b-8k-base_eval_request_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🟢 : pretrained", | |
| "model_architectures": "BTLMLMHeadModel", | |
| "submitted_time": "2024-02-11T13:38:32Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.386095355033926, | |
| "all_grouped_npm": 0.09273696607984643, | |
| "all_grouped": { | |
| "enem_challenge": 0.21413575927221834, | |
| "bluex": 0.25312934631432543, | |
| "oab_exams": 0.25968109339407747, | |
| "assin2_rte": 0.6560035708971879, | |
| "assin2_sts": 0.2347691630838717, | |
| "faquad_nli": 0.5528476363322098, | |
| "hatebr_offensive": 0.5403327115611558, | |
| "portuguese_hate_speech": 0.5400671925211803, | |
| "tweetsentbr": 0.22389172192910733 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.21413575927221834, | |
| "harness|bluex|bluex|None|3": 0.25312934631432543, | |
| "harness|oab_exams|oab_exams|None|3": 0.25968109339407747, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.6560035708971879, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.2347691630838717, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.5528476363322098, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.5403327115611558, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5400671925211803, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.22389172192910733 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.21413575927221834, | |
| "acc,exam_id__2015": 0.21008403361344538, | |
| "acc,exam_id__2016_2": 0.22764227642276422, | |
| "acc,exam_id__2013": 0.3148148148148148, | |
| "acc,exam_id__2012": 0.1896551724137931, | |
| "acc,exam_id__2023": 0.2074074074074074, | |
| "acc,exam_id__2017": 0.23275862068965517, | |
| "acc,exam_id__2016": 0.18181818181818182, | |
| "acc,exam_id__2022": 0.20300751879699247, | |
| "acc,exam_id__2010": 0.2222222222222222, | |
| "acc,exam_id__2014": 0.22018348623853212, | |
| "acc,exam_id__2009": 0.2, | |
| "acc,exam_id__2011": 0.17094017094017094, | |
| "main_score": 0.21413575927221834 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.25312934631432543, | |
| "acc,exam_id__USP_2023": 0.29545454545454547, | |
| "acc,exam_id__UNICAMP_2019": 0.36, | |
| "acc,exam_id__UNICAMP_2022": 0.358974358974359, | |
| "acc,exam_id__USP_2024": 0.17073170731707318, | |
| "acc,exam_id__UNICAMP_2023": 0.2558139534883721, | |
| "acc,exam_id__USP_2018": 0.09259259259259259, | |
| "acc,exam_id__UNICAMP_2020": 0.2727272727272727, | |
| "acc,exam_id__UNICAMP_2021_2": 0.23529411764705882, | |
| "acc,exam_id__UNICAMP_2018": 0.24074074074074073, | |
| "acc,exam_id__USP_2021": 0.11538461538461539, | |
| "acc,exam_id__UNICAMP_2021_1": 0.2826086956521739, | |
| "acc,exam_id__USP_2020": 0.375, | |
| "acc,exam_id__USP_2022": 0.20408163265306123, | |
| "acc,exam_id__USP_2019": 0.225, | |
| "acc,exam_id__UNICAMP_2024": 0.3333333333333333, | |
| "main_score": 0.25312934631432543 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.25968109339407747, | |
| "acc,exam_id__2016-20": 0.275, | |
| "acc,exam_id__2017-24": 0.2375, | |
| "acc,exam_id__2011-03": 0.21212121212121213, | |
| "acc,exam_id__2012-07": 0.225, | |
| "acc,exam_id__2013-12": 0.3125, | |
| "acc,exam_id__2017-22": 0.2375, | |
| "acc,exam_id__2010-01": 0.24705882352941178, | |
| "acc,exam_id__2013-10": 0.175, | |
| "acc,exam_id__2015-16": 0.275, | |
| "acc,exam_id__2011-05": 0.275, | |
| "acc,exam_id__2015-17": 0.24358974358974358, | |
| "acc,exam_id__2016-21": 0.2875, | |
| "acc,exam_id__2012-06": 0.325, | |
| "acc,exam_id__2016-20a": 0.2, | |
| "acc,exam_id__2014-15": 0.2692307692307692, | |
| "acc,exam_id__2018-25": 0.25, | |
| "acc,exam_id__2010-02": 0.23, | |
| "acc,exam_id__2016-19": 0.3076923076923077, | |
| "acc,exam_id__2013-11": 0.3125, | |
| "acc,exam_id__2011-04": 0.2375, | |
| "acc,exam_id__2012-06a": 0.3125, | |
| "acc,exam_id__2012-09": 0.2597402597402597, | |
| "acc,exam_id__2012-08": 0.3125, | |
| "acc,exam_id__2014-13": 0.2625, | |
| "acc,exam_id__2015-18": 0.2625, | |
| "acc,exam_id__2017-23": 0.3125, | |
| "acc,exam_id__2014-14": 0.175, | |
| "main_score": 0.25968109339407747 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.6560035708971879, | |
| "acc,all": 0.6805555555555556, | |
| "main_score": 0.6560035708971879 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.2347691630838717, | |
| "mse,all": 1.672859477124183, | |
| "main_score": 0.2347691630838717 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.5528476363322098, | |
| "acc,all": 0.6938461538461539, | |
| "main_score": 0.5528476363322098 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.5403327115611558, | |
| "acc,all": 0.6057142857142858, | |
| "main_score": 0.5403327115611558 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.5400671925211803, | |
| "acc,all": 0.5652173913043478, | |
| "main_score": 0.5400671925211803 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.22389172192910733, | |
| "acc,all": 0.4582089552238806, | |
| "main_score": 0.22389172192910733 | |
| } | |
| }, | |
| "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": 2, | |
| "non_truncated": 1427, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1799.3967809657104, | |
| "min_seq_length": 1506, | |
| "max_seq_length": 2767, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.998600419874038 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 3, | |
| "non_truncated": 716, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 5, | |
| "mean_seq_length": 1857.2475660639777, | |
| "min_seq_length": 1443, | |
| "max_seq_length": 2740, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.9930458970792766 | |
| }, | |
| "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": 1554.2646924829157, | |
| "min_seq_length": 1249, | |
| "max_seq_length": 2129, | |
| "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": 1493.483660130719, | |
| "min_seq_length": 1468, | |
| "max_seq_length": 1571, | |
| "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": 1648.483660130719, | |
| "min_seq_length": 1623, | |
| "max_seq_length": 1726, | |
| "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": 1751.283076923077, | |
| "min_seq_length": 1689, | |
| "max_seq_length": 1895, | |
| "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": 1328.2042857142858, | |
| "min_seq_length": 1303, | |
| "max_seq_length": 1610, | |
| "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": 1881.6110458284372, | |
| "min_seq_length": 1845, | |
| "max_seq_length": 1914, | |
| "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": 1617.4860696517412, | |
| "min_seq_length": 1596, | |
| "max_seq_length": 1669, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 5, | |
| "non_truncated": 14145, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 7 | |
| } | |
| } |