| { | |
| "config_general": { | |
| "start_date": "2024-04-23T02-24-34.579672", | |
| "start_time": 1713839075.6316948, | |
| "end_time": 1713859810.9163034, | |
| "total_evaluation_time_seconds": 20735.284608602524, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "30cbeff9365d6141ddebab7562b26e31409c5e51", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 1129305088, | |
| "model_num_parameters": 463987712, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 1, | |
| "max_length": 2560, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "model_name": "M4-ai/tau-0.5B-instruct-DPOP", | |
| "job_id": 540, | |
| "model_id": "M4-ai/tau-0.5B-instruct-DPOP_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": "Qwen2ForCausalLM", | |
| "submitted_time": "2024-04-21T18:49:55Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.3227128363593518, | |
| "all_grouped_npm": -0.019326007429000345, | |
| "all_grouped": { | |
| "enem_challenge": 0.23163051084674596, | |
| "bluex": 0.21279554937413073, | |
| "oab_exams": 0.25239179954441915, | |
| "assin2_rte": 0.6250683495142939, | |
| "assin2_sts": 0.14960279813437427, | |
| "faquad_nli": 0.4396551724137931, | |
| "hatebr_offensive": 0.3333333333333333, | |
| "portuguese_hate_speech": 0.43626343456325545, | |
| "tweetsentbr": 0.2236745795098198 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.23163051084674596, | |
| "harness|bluex|bluex|None|3": 0.21279554937413073, | |
| "harness|oab_exams|oab_exams|None|3": 0.25239179954441915, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.6250683495142939, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.14960279813437427, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.3333333333333333, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.43626343456325545, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.2236745795098198 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.23163051084674596, | |
| "acc,exam_id__2012": 0.21551724137931033, | |
| "acc,exam_id__2014": 0.22018348623853212, | |
| "acc,exam_id__2009": 0.19130434782608696, | |
| "acc,exam_id__2013": 0.25, | |
| "acc,exam_id__2016": 0.2066115702479339, | |
| "acc,exam_id__2016_2": 0.23577235772357724, | |
| "acc,exam_id__2022": 0.18796992481203006, | |
| "acc,exam_id__2015": 0.25210084033613445, | |
| "acc,exam_id__2023": 0.31851851851851853, | |
| "acc,exam_id__2011": 0.24786324786324787, | |
| "acc,exam_id__2017": 0.2672413793103448, | |
| "acc,exam_id__2010": 0.1794871794871795, | |
| "main_score": 0.23163051084674596 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.21279554937413073, | |
| "acc,exam_id__UNICAMP_2020": 0.2727272727272727, | |
| "acc,exam_id__UNICAMP_2021_1": 0.2608695652173913, | |
| "acc,exam_id__UNICAMP_2023": 0.3023255813953488, | |
| "acc,exam_id__USP_2023": 0.13636363636363635, | |
| "acc,exam_id__UNICAMP_2022": 0.20512820512820512, | |
| "acc,exam_id__UNICAMP_2024": 0.15555555555555556, | |
| "acc,exam_id__USP_2019": 0.275, | |
| "acc,exam_id__UNICAMP_2019": 0.16, | |
| "acc,exam_id__USP_2020": 0.23214285714285715, | |
| "acc,exam_id__UNICAMP_2021_2": 0.17647058823529413, | |
| "acc,exam_id__USP_2018": 0.14814814814814814, | |
| "acc,exam_id__USP_2024": 0.14634146341463414, | |
| "acc,exam_id__UNICAMP_2018": 0.24074074074074073, | |
| "acc,exam_id__USP_2021": 0.25, | |
| "acc,exam_id__USP_2022": 0.22448979591836735, | |
| "main_score": 0.21279554937413073 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.25239179954441915, | |
| "acc,exam_id__2016-20": 0.2875, | |
| "acc,exam_id__2012-06a": 0.2625, | |
| "acc,exam_id__2012-09": 0.19480519480519481, | |
| "acc,exam_id__2012-06": 0.25, | |
| "acc,exam_id__2014-13": 0.2625, | |
| "acc,exam_id__2016-21": 0.225, | |
| "acc,exam_id__2015-18": 0.35, | |
| "acc,exam_id__2017-22": 0.275, | |
| "acc,exam_id__2011-04": 0.1875, | |
| "acc,exam_id__2018-25": 0.25, | |
| "acc,exam_id__2010-02": 0.25, | |
| "acc,exam_id__2016-20a": 0.225, | |
| "acc,exam_id__2014-15": 0.2564102564102564, | |
| "acc,exam_id__2013-12": 0.25, | |
| "acc,exam_id__2015-17": 0.20512820512820512, | |
| "acc,exam_id__2017-23": 0.2625, | |
| "acc,exam_id__2012-08": 0.3, | |
| "acc,exam_id__2015-16": 0.2625, | |
| "acc,exam_id__2011-05": 0.2875, | |
| "acc,exam_id__2013-11": 0.2375, | |
| "acc,exam_id__2014-14": 0.2, | |
| "acc,exam_id__2013-10": 0.1875, | |
| "acc,exam_id__2012-07": 0.25, | |
| "acc,exam_id__2010-01": 0.32941176470588235, | |
| "acc,exam_id__2011-03": 0.2727272727272727, | |
| "acc,exam_id__2016-19": 0.24358974358974358, | |
| "acc,exam_id__2017-24": 0.2375, | |
| "main_score": 0.25239179954441915 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.6250683495142939, | |
| "acc,all": 0.6388888888888888, | |
| "main_score": 0.6250683495142939 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.14960279813437427, | |
| "mse,all": 1.6221363739298527, | |
| "main_score": 0.14960279813437427 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.4396551724137931, | |
| "acc,all": 0.7846153846153846, | |
| "main_score": 0.4396551724137931 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.3333333333333333, | |
| "acc,all": 0.5, | |
| "main_score": 0.3333333333333333 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.43626343456325545, | |
| "acc,all": 0.690951821386604, | |
| "main_score": 0.43626343456325545 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.2236745795098198, | |
| "acc,all": 0.3054726368159204, | |
| "main_score": 0.2236745795098198 | |
| } | |
| }, | |
| "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": 1415.7809657102869, | |
| "min_seq_length": 1185, | |
| "max_seq_length": 2376, | |
| "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": 1495.2378303198886, | |
| "min_seq_length": 1175, | |
| "max_seq_length": 2146, | |
| "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": 1203.888382687927, | |
| "min_seq_length": 974, | |
| "max_seq_length": 1617, | |
| "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": 1307.2818627450981, | |
| "min_seq_length": 1288, | |
| "max_seq_length": 1369, | |
| "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": 1498.2818627450981, | |
| "min_seq_length": 1479, | |
| "max_seq_length": 1560, | |
| "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": 1438.6876923076923, | |
| "min_seq_length": 1394, | |
| "max_seq_length": 1534, | |
| "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": 1245.6992857142857, | |
| "min_seq_length": 1227, | |
| "max_seq_length": 1466, | |
| "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": 1688.62044653349, | |
| "min_seq_length": 1658, | |
| "max_seq_length": 1722, | |
| "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": 1539.0567164179104, | |
| "min_seq_length": 1521, | |
| "max_seq_length": 1587, | |
| "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 | |
| } | |
| } |