llm_pt_leaderboard_raw_results
/
Weni
/ZeroShot-3.4.22-Mistral-7b-DPO-1.0.0
/results_2024-04-14T01-18-29.528053.json
| { | |
| "config_general": { | |
| "start_date": "2024-04-14T01-18-29.528053", | |
| "start_time": 1713057511.063281, | |
| "end_time": 1713068859.195679, | |
| "total_evaluation_time_seconds": 11348.132397890091, | |
| "has_chat_template": true, | |
| "chat_type": "user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "c8b80064184975c0bb56cb7ae8d3c982ccf8ade3", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 15033974784, | |
| "model_num_parameters": 7248547840, | |
| "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": "Weni/ZeroShot-3.4.22-Mistral-7b-DPO-1.0.0", | |
| "job_id": 448, | |
| "model_id": "Weni/ZeroShot-3.4.22-Mistral-7b-DPO-1.0.0_eval_request_False_float16_Adapter", | |
| "model_base_model": "Weni/ZeroShot-3.3.34-Mistral-7b-Multilanguage-3.3.0-merged", | |
| "model_weight_type": "Adapter", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
| "model_architectures": "?", | |
| "submitted_time": "2024-04-09T02:54:42Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6310587499735205, | |
| "all_grouped_npm": 0.45350033674566465, | |
| "all_grouped": { | |
| "enem_challenge": 0.5717284814555633, | |
| "bluex": 0.48261474269819193, | |
| "oab_exams": 0.36583143507972665, | |
| "assin2_rte": 0.894198481307534, | |
| "assin2_sts": 0.7406309239618277, | |
| "faquad_nli": 0.6566680057730363, | |
| "hatebr_offensive": 0.8052786021889948, | |
| "portuguese_hate_speech": 0.6932413017569821, | |
| "tweetsentbr": 0.46933677553982683 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.5717284814555633, | |
| "harness|bluex|bluex|None|3": 0.48261474269819193, | |
| "harness|oab_exams|oab_exams|None|3": 0.36583143507972665, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.894198481307534, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7406309239618277, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.6566680057730363, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8052786021889948, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6932413017569821, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.46933677553982683 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.5717284814555633, | |
| "acc,exam_id__2013": 0.5555555555555556, | |
| "acc,exam_id__2016": 0.5867768595041323, | |
| "acc,exam_id__2010": 0.5726495726495726, | |
| "acc,exam_id__2017": 0.5431034482758621, | |
| "acc,exam_id__2012": 0.5517241379310345, | |
| "acc,exam_id__2014": 0.5596330275229358, | |
| "acc,exam_id__2016_2": 0.6016260162601627, | |
| "acc,exam_id__2009": 0.5652173913043478, | |
| "acc,exam_id__2015": 0.5294117647058824, | |
| "acc,exam_id__2011": 0.6324786324786325, | |
| "acc,exam_id__2023": 0.6, | |
| "acc,exam_id__2022": 0.556390977443609, | |
| "main_score": 0.5717284814555633 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.48261474269819193, | |
| "acc,exam_id__UNICAMP_2024": 0.5111111111111111, | |
| "acc,exam_id__UNICAMP_2019": 0.42, | |
| "acc,exam_id__UNICAMP_2021_1": 0.4782608695652174, | |
| "acc,exam_id__USP_2021": 0.46153846153846156, | |
| "acc,exam_id__UNICAMP_2022": 0.6410256410256411, | |
| "acc,exam_id__UNICAMP_2020": 0.5636363636363636, | |
| "acc,exam_id__UNICAMP_2023": 0.4883720930232558, | |
| "acc,exam_id__USP_2019": 0.5, | |
| "acc,exam_id__UNICAMP_2018": 0.3148148148148148, | |
| "acc,exam_id__USP_2020": 0.4642857142857143, | |
| "acc,exam_id__USP_2023": 0.6136363636363636, | |
| "acc,exam_id__USP_2018": 0.4074074074074074, | |
| "acc,exam_id__UNICAMP_2021_2": 0.47058823529411764, | |
| "acc,exam_id__USP_2024": 0.5853658536585366, | |
| "acc,exam_id__USP_2022": 0.40816326530612246, | |
| "main_score": 0.48261474269819193 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.36583143507972665, | |
| "acc,exam_id__2015-18": 0.35, | |
| "acc,exam_id__2012-09": 0.33766233766233766, | |
| "acc,exam_id__2016-20a": 0.3125, | |
| "acc,exam_id__2013-11": 0.375, | |
| "acc,exam_id__2014-13": 0.3375, | |
| "acc,exam_id__2016-20": 0.4125, | |
| "acc,exam_id__2014-15": 0.41025641025641024, | |
| "acc,exam_id__2014-14": 0.3875, | |
| "acc,exam_id__2010-01": 0.36470588235294116, | |
| "acc,exam_id__2015-16": 0.375, | |
| "acc,exam_id__2017-22": 0.375, | |
| "acc,exam_id__2018-25": 0.3875, | |
| "acc,exam_id__2016-19": 0.4230769230769231, | |
| "acc,exam_id__2017-24": 0.35, | |
| "acc,exam_id__2012-06": 0.375, | |
| "acc,exam_id__2012-06a": 0.3375, | |
| "acc,exam_id__2013-10": 0.3125, | |
| "acc,exam_id__2017-23": 0.375, | |
| "acc,exam_id__2016-21": 0.3375, | |
| "acc,exam_id__2011-04": 0.3625, | |
| "acc,exam_id__2012-07": 0.3875, | |
| "acc,exam_id__2013-12": 0.3625, | |
| "acc,exam_id__2012-08": 0.3875, | |
| "acc,exam_id__2015-17": 0.44871794871794873, | |
| "acc,exam_id__2011-03": 0.32323232323232326, | |
| "acc,exam_id__2010-02": 0.37, | |
| "acc,exam_id__2011-05": 0.3125, | |
| "main_score": 0.36583143507972665 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.894198481307534, | |
| "acc,all": 0.8941993464052288, | |
| "main_score": 0.894198481307534 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7406309239618277, | |
| "mse,all": 0.6155800653594771, | |
| "main_score": 0.7406309239618277 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.6566680057730363, | |
| "acc,all": 0.7815384615384615, | |
| "main_score": 0.6566680057730363 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.8052786021889948, | |
| "acc,all": 0.81, | |
| "main_score": 0.8052786021889948 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6932413017569821, | |
| "acc,all": 0.754406580493537, | |
| "main_score": 0.6932413017569821 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.46933677553982683, | |
| "acc,all": 0.6860696517412935, | |
| "main_score": 0.46933677553982683 | |
| } | |
| }, | |
| "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": 1645.039188243527, | |
| "min_seq_length": 1379, | |
| "max_seq_length": 2643, | |
| "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": 1, | |
| "non_truncated": 718, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 1, | |
| "mean_seq_length": 1744.9262865090404, | |
| "min_seq_length": 1368, | |
| "max_seq_length": 2545, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.998609179415855 | |
| }, | |
| "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": 1390.764464692483, | |
| "min_seq_length": 1124, | |
| "max_seq_length": 1893, | |
| "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": 1451.7455065359477, | |
| "min_seq_length": 1428, | |
| "max_seq_length": 1518, | |
| "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": 1675.7455065359477, | |
| "min_seq_length": 1652, | |
| "max_seq_length": 1742, | |
| "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": 1691.9876923076922, | |
| "min_seq_length": 1636, | |
| "max_seq_length": 1812, | |
| "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": 1462.3878571428572, | |
| "min_seq_length": 1439, | |
| "max_seq_length": 1713, | |
| "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": 1963.3360752056403, | |
| "min_seq_length": 1928, | |
| "max_seq_length": 2002, | |
| "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": 1709.2492537313433, | |
| "min_seq_length": 1688, | |
| "max_seq_length": 1804, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 3, | |
| "non_truncated": 14147, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 3 | |
| } | |
| } |