| { | |
| "config_general": { | |
| "start_date": "2024-02-24T01-02-07.220409", | |
| "start_time": 1708736527.8629746, | |
| "end_time": 1708741660.204237, | |
| "total_evaluation_time_seconds": 5132.341262340546, | |
| "has_chat_template": true, | |
| "chat_type": "user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "bee54ce1bd2a5b36d68a06857fc0871a3389ca0b", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 17612232704, | |
| "model_num_parameters": 8537680896, | |
| "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": 4096, | |
| "max_ctx_length": 4064, | |
| "max_gen_toks": 32, | |
| "model_name": "google/gemma-7b-it", | |
| "job_id": 253, | |
| "model_id": "google/gemma-7b-it_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": "GemmaForCausalLM", | |
| "submitted_time": "2024-02-21T14:28:53Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.47663784635744416, | |
| "all_grouped_npm": 0.2285834515065909, | |
| "all_grouped": { | |
| "enem_challenge": 0.3477956613016095, | |
| "bluex": 0.29346314325452016, | |
| "oab_exams": 0.2719817767653758, | |
| "assin2_rte": 0.8049543946616404, | |
| "assin2_sts": 0.5173574778975697, | |
| "faquad_nli": 0.5420636225946374, | |
| "hatebr_offensive": 0.7699831007992424, | |
| "portuguese_hate_speech": 0.5391357206012378, | |
| "tweetsentbr": 0.20300571934116485 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.3477956613016095, | |
| "harness|bluex|bluex|None|3": 0.29346314325452016, | |
| "harness|oab_exams|oab_exams|None|3": 0.2719817767653758, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.8049543946616404, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.5173574778975697, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.5420636225946374, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7699831007992424, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5391357206012378, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.20300571934116485 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.3477956613016095, | |
| "acc,exam_id__2013": 0.3148148148148148, | |
| "acc,exam_id__2016_2": 0.34959349593495936, | |
| "acc,exam_id__2016": 0.36363636363636365, | |
| "acc,exam_id__2011": 0.36752136752136755, | |
| "acc,exam_id__2017": 0.3017241379310345, | |
| "acc,exam_id__2023": 0.3925925925925926, | |
| "acc,exam_id__2014": 0.3302752293577982, | |
| "acc,exam_id__2012": 0.31896551724137934, | |
| "acc,exam_id__2009": 0.3652173913043478, | |
| "acc,exam_id__2015": 0.31932773109243695, | |
| "acc,exam_id__2022": 0.38345864661654133, | |
| "acc,exam_id__2010": 0.3504273504273504, | |
| "main_score": 0.3477956613016095 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.29346314325452016, | |
| "acc,exam_id__USP_2019": 0.275, | |
| "acc,exam_id__USP_2022": 0.30612244897959184, | |
| "acc,exam_id__USP_2023": 0.38636363636363635, | |
| "acc,exam_id__UNICAMP_2018": 0.2037037037037037, | |
| "acc,exam_id__UNICAMP_2019": 0.26, | |
| "acc,exam_id__USP_2020": 0.3392857142857143, | |
| "acc,exam_id__UNICAMP_2020": 0.23636363636363636, | |
| "acc,exam_id__UNICAMP_2023": 0.4418604651162791, | |
| "acc,exam_id__USP_2021": 0.3269230769230769, | |
| "acc,exam_id__UNICAMP_2022": 0.3076923076923077, | |
| "acc,exam_id__UNICAMP_2024": 0.4, | |
| "acc,exam_id__USP_2018": 0.14814814814814814, | |
| "acc,exam_id__UNICAMP_2021_2": 0.2549019607843137, | |
| "acc,exam_id__UNICAMP_2021_1": 0.30434782608695654, | |
| "acc,exam_id__USP_2024": 0.2682926829268293, | |
| "main_score": 0.29346314325452016 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.2719817767653758, | |
| "acc,exam_id__2016-20a": 0.3125, | |
| "acc,exam_id__2012-06": 0.2875, | |
| "acc,exam_id__2015-18": 0.2875, | |
| "acc,exam_id__2014-14": 0.3125, | |
| "acc,exam_id__2012-07": 0.2, | |
| "acc,exam_id__2015-16": 0.2375, | |
| "acc,exam_id__2011-05": 0.2375, | |
| "acc,exam_id__2012-06a": 0.275, | |
| "acc,exam_id__2017-23": 0.2875, | |
| "acc,exam_id__2016-19": 0.2692307692307692, | |
| "acc,exam_id__2017-24": 0.3, | |
| "acc,exam_id__2016-20": 0.2875, | |
| "acc,exam_id__2017-22": 0.35, | |
| "acc,exam_id__2013-12": 0.1875, | |
| "acc,exam_id__2010-02": 0.28, | |
| "acc,exam_id__2011-03": 0.25252525252525254, | |
| "acc,exam_id__2012-08": 0.25, | |
| "acc,exam_id__2013-10": 0.275, | |
| "acc,exam_id__2016-21": 0.3125, | |
| "acc,exam_id__2014-15": 0.2564102564102564, | |
| "acc,exam_id__2018-25": 0.325, | |
| "acc,exam_id__2014-13": 0.275, | |
| "acc,exam_id__2010-01": 0.27058823529411763, | |
| "acc,exam_id__2015-17": 0.3333333333333333, | |
| "acc,exam_id__2013-11": 0.2125, | |
| "acc,exam_id__2011-04": 0.2375, | |
| "acc,exam_id__2012-09": 0.23376623376623376, | |
| "main_score": 0.2719817767653758 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.8049543946616404, | |
| "acc,all": 0.8075980392156863, | |
| "main_score": 0.8049543946616404 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.5173574778975697, | |
| "mse,all": 0.831991931372549, | |
| "main_score": 0.5173574778975697 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.5420636225946374, | |
| "acc,all": 0.5584615384615385, | |
| "main_score": 0.5420636225946374 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.7699831007992424, | |
| "acc,all": 0.77, | |
| "main_score": 0.7699831007992424 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.5391357206012378, | |
| "acc,all": 0.5393654524089306, | |
| "main_score": 0.5391357206012378 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.20300571934116485, | |
| "acc,all": 0.3, | |
| "main_score": 0.20300571934116485 | |
| } | |
| }, | |
| "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": 1250.8278516445066, | |
| "min_seq_length": 1054, | |
| "max_seq_length": 2097, | |
| "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": 1408.4464534075105, | |
| "min_seq_length": 1115, | |
| "max_seq_length": 2028, | |
| "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": 1022.4004555808656, | |
| "min_seq_length": 826, | |
| "max_seq_length": 1357, | |
| "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": 1151.8839869281046, | |
| "min_seq_length": 1137, | |
| "max_seq_length": 1194, | |
| "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": 1345.8839869281046, | |
| "min_seq_length": 1331, | |
| "max_seq_length": 1388, | |
| "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": 1237.1338461538462, | |
| "min_seq_length": 1199, | |
| "max_seq_length": 1310, | |
| "max_ctx_length": 4064, | |
| "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": 1129.505, | |
| "min_seq_length": 1114, | |
| "max_seq_length": 1318, | |
| "max_ctx_length": 4064, | |
| "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": 1505.13866039953, | |
| "min_seq_length": 1477, | |
| "max_seq_length": 1536, | |
| "max_ctx_length": 4064, | |
| "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": 1334.9791044776118, | |
| "min_seq_length": 1320, | |
| "max_seq_length": 1377, | |
| "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": 14150, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 0 | |
| } | |
| } |