| { | |
| "config_general": { | |
| "start_date": "2024-05-02T01-12-55.471013", | |
| "start_time": 1714612376.2858315, | |
| "end_time": 1714638031.896687, | |
| "total_evaluation_time_seconds": 25655.610855579376, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "c99436dd788c3f6f810348adcf560d58cd20efbf", | |
| "model_dtype": "4bit", | |
| "model_memory_footprint": 67648706560, | |
| "model_num_parameters": 131596523520, | |
| "model_is_loaded_in_4bit": true, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": true, | |
| "model_device": "cuda:0", | |
| "batch_size": 2, | |
| "max_length": 2560, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "model_name": "PrunaAI/dbrx-base-bnb-4bit", | |
| "job_id": 586, | |
| "model_id": "PrunaAI/dbrx-base-bnb-4bit_eval_request_False_4bit_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🟢 : pretrained", | |
| "model_architectures": "DbrxForCausalLM", | |
| "submitted_time": "2024-04-25T01:38:00Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6847952362790226, | |
| "all_grouped_npm": 0.5072802729334513, | |
| "all_grouped": { | |
| "enem_challenge": 0.7235829251224632, | |
| "bluex": 0.6230876216968011, | |
| "oab_exams": 0.5503416856492027, | |
| "assin2_rte": 0.9280791802073519, | |
| "assin2_sts": 0.7917361086673437, | |
| "faquad_nli": 0.45449901481427424, | |
| "hatebr_offensive": 0.6659313413109303, | |
| "portuguese_hate_speech": 0.7084225011935856, | |
| "tweetsentbr": 0.7174767478492502 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.7235829251224632, | |
| "harness|bluex|bluex|None|3": 0.6230876216968011, | |
| "harness|oab_exams|oab_exams|None|3": 0.5503416856492027, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9280791802073519, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7917361086673437, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.45449901481427424, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.6659313413109303, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7084225011935856, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.7174767478492502 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.7235829251224632, | |
| "acc,exam_id__2016": 0.7107438016528925, | |
| "acc,exam_id__2014": 0.7431192660550459, | |
| "acc,exam_id__2010": 0.7350427350427351, | |
| "acc,exam_id__2016_2": 0.7317073170731707, | |
| "acc,exam_id__2017": 0.7327586206896551, | |
| "acc,exam_id__2023": 0.7037037037037037, | |
| "acc,exam_id__2022": 0.6691729323308271, | |
| "acc,exam_id__2011": 0.811965811965812, | |
| "acc,exam_id__2015": 0.7478991596638656, | |
| "acc,exam_id__2009": 0.6608695652173913, | |
| "acc,exam_id__2012": 0.7155172413793104, | |
| "acc,exam_id__2013": 0.7314814814814815, | |
| "main_score": 0.7235829251224632 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.6230876216968011, | |
| "acc,exam_id__UNICAMP_2020": 0.5454545454545454, | |
| "acc,exam_id__UNICAMP_2021_1": 0.5869565217391305, | |
| "acc,exam_id__USP_2018": 0.6296296296296297, | |
| "acc,exam_id__USP_2023": 0.6818181818181818, | |
| "acc,exam_id__USP_2021": 0.5576923076923077, | |
| "acc,exam_id__USP_2024": 0.7317073170731707, | |
| "acc,exam_id__USP_2022": 0.5918367346938775, | |
| "acc,exam_id__UNICAMP_2024": 0.6222222222222222, | |
| "acc,exam_id__UNICAMP_2018": 0.6111111111111112, | |
| "acc,exam_id__UNICAMP_2022": 0.717948717948718, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5882352941176471, | |
| "acc,exam_id__UNICAMP_2023": 0.7441860465116279, | |
| "acc,exam_id__USP_2020": 0.6428571428571429, | |
| "acc,exam_id__UNICAMP_2019": 0.64, | |
| "acc,exam_id__USP_2019": 0.5, | |
| "main_score": 0.6230876216968011 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.5503416856492027, | |
| "acc,exam_id__2012-09": 0.5194805194805194, | |
| "acc,exam_id__2010-02": 0.65, | |
| "acc,exam_id__2013-10": 0.5, | |
| "acc,exam_id__2014-15": 0.6410256410256411, | |
| "acc,exam_id__2015-17": 0.7307692307692307, | |
| "acc,exam_id__2012-06": 0.575, | |
| "acc,exam_id__2017-24": 0.5875, | |
| "acc,exam_id__2010-01": 0.4117647058823529, | |
| "acc,exam_id__2015-18": 0.575, | |
| "acc,exam_id__2015-16": 0.5875, | |
| "acc,exam_id__2011-04": 0.4625, | |
| "acc,exam_id__2016-19": 0.5641025641025641, | |
| "acc,exam_id__2012-08": 0.55, | |
| "acc,exam_id__2011-03": 0.47474747474747475, | |
| "acc,exam_id__2014-14": 0.7375, | |
| "acc,exam_id__2017-23": 0.55, | |
| "acc,exam_id__2016-20": 0.5125, | |
| "acc,exam_id__2013-11": 0.5375, | |
| "acc,exam_id__2016-21": 0.4375, | |
| "acc,exam_id__2012-06a": 0.6375, | |
| "acc,exam_id__2013-12": 0.525, | |
| "acc,exam_id__2014-13": 0.4125, | |
| "acc,exam_id__2011-05": 0.5625, | |
| "acc,exam_id__2017-22": 0.6, | |
| "acc,exam_id__2018-25": 0.525, | |
| "acc,exam_id__2016-20a": 0.5, | |
| "acc,exam_id__2012-07": 0.5, | |
| "main_score": 0.5503416856492027 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9280791802073519, | |
| "acc,all": 0.9281045751633987, | |
| "main_score": 0.9280791802073519 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7917361086673437, | |
| "mse,all": 0.45144199346405234, | |
| "main_score": 0.7917361086673437 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.45449901481427424, | |
| "acc,all": 0.7876923076923077, | |
| "main_score": 0.45449901481427424 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.6659313413109303, | |
| "acc,all": 0.6964285714285714, | |
| "main_score": 0.6659313413109303 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.7084225011935856, | |
| "acc,all": 0.7849588719153937, | |
| "main_score": 0.7084225011935856 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.7174767478492502, | |
| "acc,all": 0.7373134328358208, | |
| "main_score": 0.7174767478492502 | |
| } | |
| }, | |
| "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": 1378.034989503149, | |
| "min_seq_length": 1152, | |
| "max_seq_length": 2307, | |
| "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": 1443.7663421418638, | |
| "min_seq_length": 1123, | |
| "max_seq_length": 2092, | |
| "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": 1179.7576309794988, | |
| "min_seq_length": 947, | |
| "max_seq_length": 1613, | |
| "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": 1171.5563725490197, | |
| "min_seq_length": 1152, | |
| "max_seq_length": 1235, | |
| "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": 1377.5563725490197, | |
| "min_seq_length": 1358, | |
| "max_seq_length": 1441, | |
| "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": 1297.9246153846154, | |
| "min_seq_length": 1252, | |
| "max_seq_length": 1394, | |
| "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": 1040.4921428571429, | |
| "min_seq_length": 1020, | |
| "max_seq_length": 1263, | |
| "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": 1437.4864864864865, | |
| "min_seq_length": 1407, | |
| "max_seq_length": 1469, | |
| "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": 1299.2323383084577, | |
| "min_seq_length": 1282, | |
| "max_seq_length": 1347, | |
| "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 | |
| } | |
| } |