llm_pt_leaderboard_raw_results
/
openlm-research
/open_llama_7b
/results_2024-02-17T11-32-23.927613.json
| { | |
| "config_general": { | |
| "start_date": "2024-02-17T11-32-23.927613", | |
| "start_time": 1708169544.5319643, | |
| "end_time": 1708173511.5726957, | |
| "total_evaluation_time_seconds": 3967.0407314300537, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "6fb184ff23774c25bf84b3628e49c8b78372c7be", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 13510393856, | |
| "model_num_parameters": 6738415616, | |
| "model_is_loaded_in_4bit": false, | |
| "model_is_loaded_in_8bit": false, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 16, | |
| "max_length": 2048, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "model_name": "openlm-research/open_llama_7b", | |
| "job_id": 237, | |
| "model_id": "openlm-research/open_llama_7b_eval_request_False_float16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🟢 : pretrained", | |
| "model_architectures": "LlamaForCausalLM", | |
| "submitted_time": "2024-02-11T13:34:22Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.3091522175209846, | |
| "all_grouped_npm": -0.05674718342028821, | |
| "all_grouped": { | |
| "enem_challenge": 0.21203638908327502, | |
| "bluex": 0.21974965229485396, | |
| "oab_exams": 0.2765375854214123, | |
| "assin2_rte": 0.35551526385531756, | |
| "assin2_sts": 0.16402785934407932, | |
| "faquad_nli": 0.4396551724137931, | |
| "hatebr_offensive": 0.3349186726374015, | |
| "portuguese_hate_speech": 0.4118866620594333, | |
| "tweetsentbr": 0.368042700579295 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.21203638908327502, | |
| "harness|bluex|bluex|None|3": 0.21974965229485396, | |
| "harness|oab_exams|oab_exams|None|3": 0.2765375854214123, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.35551526385531756, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.16402785934407932, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.3349186726374015, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.4118866620594333, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.368042700579295 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.21203638908327502, | |
| "acc,exam_id__2023": 0.1925925925925926, | |
| "acc,exam_id__2010": 0.20512820512820512, | |
| "acc,exam_id__2016_2": 0.2764227642276423, | |
| "acc,exam_id__2011": 0.23931623931623933, | |
| "acc,exam_id__2022": 0.19548872180451127, | |
| "acc,exam_id__2015": 0.2184873949579832, | |
| "acc,exam_id__2013": 0.12962962962962962, | |
| "acc,exam_id__2014": 0.23853211009174313, | |
| "acc,exam_id__2009": 0.25217391304347825, | |
| "acc,exam_id__2016": 0.17355371900826447, | |
| "acc,exam_id__2012": 0.19827586206896552, | |
| "acc,exam_id__2017": 0.22413793103448276, | |
| "main_score": 0.21203638908327502 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.21974965229485396, | |
| "acc,exam_id__UNICAMP_2020": 0.2727272727272727, | |
| "acc,exam_id__UNICAMP_2021_2": 0.21568627450980393, | |
| "acc,exam_id__USP_2018": 0.07407407407407407, | |
| "acc,exam_id__UNICAMP_2023": 0.2558139534883721, | |
| "acc,exam_id__USP_2024": 0.17073170731707318, | |
| "acc,exam_id__UNICAMP_2021_1": 0.2391304347826087, | |
| "acc,exam_id__USP_2020": 0.21428571428571427, | |
| "acc,exam_id__USP_2019": 0.15, | |
| "acc,exam_id__USP_2023": 0.13636363636363635, | |
| "acc,exam_id__UNICAMP_2019": 0.32, | |
| "acc,exam_id__USP_2022": 0.20408163265306123, | |
| "acc,exam_id__UNICAMP_2024": 0.3333333333333333, | |
| "acc,exam_id__USP_2021": 0.19230769230769232, | |
| "acc,exam_id__UNICAMP_2022": 0.28205128205128205, | |
| "acc,exam_id__UNICAMP_2018": 0.24074074074074073, | |
| "main_score": 0.21974965229485396 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.2765375854214123, | |
| "acc,exam_id__2016-20": 0.2375, | |
| "acc,exam_id__2015-17": 0.3076923076923077, | |
| "acc,exam_id__2014-13": 0.3125, | |
| "acc,exam_id__2018-25": 0.2625, | |
| "acc,exam_id__2017-22": 0.3375, | |
| "acc,exam_id__2014-14": 0.3125, | |
| "acc,exam_id__2013-11": 0.2875, | |
| "acc,exam_id__2015-18": 0.1875, | |
| "acc,exam_id__2011-05": 0.25, | |
| "acc,exam_id__2012-08": 0.225, | |
| "acc,exam_id__2012-06a": 0.275, | |
| "acc,exam_id__2017-24": 0.2375, | |
| "acc,exam_id__2012-07": 0.275, | |
| "acc,exam_id__2016-20a": 0.35, | |
| "acc,exam_id__2016-21": 0.35, | |
| "acc,exam_id__2016-19": 0.23076923076923078, | |
| "acc,exam_id__2010-01": 0.29411764705882354, | |
| "acc,exam_id__2011-04": 0.3, | |
| "acc,exam_id__2012-06": 0.3, | |
| "acc,exam_id__2017-23": 0.3625, | |
| "acc,exam_id__2012-09": 0.22077922077922077, | |
| "acc,exam_id__2013-12": 0.2375, | |
| "acc,exam_id__2013-10": 0.35, | |
| "acc,exam_id__2011-03": 0.23232323232323232, | |
| "acc,exam_id__2015-16": 0.2, | |
| "acc,exam_id__2010-02": 0.25, | |
| "acc,exam_id__2014-15": 0.2948717948717949, | |
| "main_score": 0.2765375854214123 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.35551526385531756, | |
| "acc,all": 0.508578431372549, | |
| "main_score": 0.35551526385531756 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.16402785934407932, | |
| "mse,all": 2.514456699346405, | |
| "main_score": 0.16402785934407932 | |
| }, | |
| "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": 0.3349186726374015, | |
| "acc,all": 0.5007142857142857, | |
| "main_score": 0.3349186726374015 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.4118866620594333, | |
| "acc,all": 0.700352526439483, | |
| "main_score": 0.4118866620594333 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.368042700579295, | |
| "acc,all": 0.48308457711442787, | |
| "main_score": 0.368042700579295 | |
| } | |
| }, | |
| "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": 160, | |
| "non_truncated": 1269, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 168, | |
| "mean_seq_length": 1795.555633310007, | |
| "min_seq_length": 1494, | |
| "max_seq_length": 2885, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.882435269419174 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 215, | |
| "non_truncated": 504, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 284, | |
| "mean_seq_length": 1889.3643949930458, | |
| "min_seq_length": 1476, | |
| "max_seq_length": 2763, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.6050069541029206 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "sample_size": 2195, | |
| "truncated": 1, | |
| "non_truncated": 2194, | |
| "padded": 0, | |
| "non_padded": 2195, | |
| "fewshots_truncated": 1, | |
| "mean_seq_length": 1550.2555808656036, | |
| "min_seq_length": 1249, | |
| "max_seq_length": 2101, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.9995444191343963 | |
| }, | |
| "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": 1495.0273692810458, | |
| "min_seq_length": 1470, | |
| "max_seq_length": 1564, | |
| "max_ctx_length": 2016, | |
| "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": 1718.0273692810458, | |
| "min_seq_length": 1693, | |
| "max_seq_length": 1787, | |
| "max_ctx_length": 2016, | |
| "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": 1766.9384615384615, | |
| "min_seq_length": 1705, | |
| "max_seq_length": 1897, | |
| "max_ctx_length": 2016, | |
| "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": 1381.715, | |
| "min_seq_length": 1354, | |
| "max_seq_length": 1669, | |
| "max_ctx_length": 2016, | |
| "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": 1925.7978848413632, | |
| "min_seq_length": 1888, | |
| "max_seq_length": 1965, | |
| "max_ctx_length": 2016, | |
| "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": 1666.0656716417911, | |
| "min_seq_length": 1643, | |
| "max_seq_length": 1783, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 376, | |
| "non_truncated": 13774, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 453 | |
| } | |
| } |