llm_pt_leaderboard_raw_results
/
AI-Sweden-Models
/gpt-sw3-20b
/results_2024-06-17T02-29-40.078292.json
| { | |
| "config_general": { | |
| "start_date": "2024-06-17T02-29-40.078292", | |
| "start_time": 1718591381.302441, | |
| "end_time": 1718601600.0720859, | |
| "total_evaluation_time_seconds": 10218.769644975662, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "b88054ca1b30d740149763d24cd6977ca3138702", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 40865865816, | |
| "model_num_parameters": 20340658176, | |
| "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": 2048, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "model_name": "AI-Sweden-Models/gpt-sw3-20b", | |
| "job_id": 827, | |
| "model_id": "AI-Sweden-Models/gpt-sw3-20b_eval_request_False_float16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🟢 : pretrained", | |
| "model_architectures": "GPT2LMHeadModel", | |
| "submitted_time": "2024-02-05T23:15:38Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.29261810432466107, | |
| "all_grouped_npm": -0.06450437162374884, | |
| "all_grouped": { | |
| "enem_challenge": 0.1973407977606718, | |
| "bluex": 0.22531293463143254, | |
| "oab_exams": 0.27790432801822323, | |
| "assin2_rte": 0.5120595126338128, | |
| "assin2_sts": 0.07348005953132232, | |
| "faquad_nli": 0.4396551724137931, | |
| "hatebr_offensive": 0.533175653895298, | |
| "portuguese_hate_speech": 0.2347827795333542, | |
| "tweetsentbr": 0.13985170050404128 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.1973407977606718, | |
| "harness|bluex|bluex|None|3": 0.22531293463143254, | |
| "harness|oab_exams|oab_exams|None|3": 0.27790432801822323, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.5120595126338128, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.07348005953132232, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.533175653895298, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.2347827795333542, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.13985170050404128 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.1973407977606718, | |
| "acc,exam_id__2013": 0.1574074074074074, | |
| "acc,exam_id__2014": 0.1926605504587156, | |
| "acc,exam_id__2010": 0.11965811965811966, | |
| "acc,exam_id__2016": 0.2396694214876033, | |
| "acc,exam_id__2016_2": 0.21951219512195122, | |
| "acc,exam_id__2022": 0.24812030075187969, | |
| "acc,exam_id__2015": 0.16806722689075632, | |
| "acc,exam_id__2023": 0.15555555555555556, | |
| "acc,exam_id__2012": 0.19827586206896552, | |
| "acc,exam_id__2009": 0.20869565217391303, | |
| "acc,exam_id__2017": 0.20689655172413793, | |
| "acc,exam_id__2011": 0.24786324786324787, | |
| "main_score": 0.1973407977606718 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.22531293463143254, | |
| "acc,exam_id__UNICAMP_2024": 0.3111111111111111, | |
| "acc,exam_id__UNICAMP_2022": 0.2564102564102564, | |
| "acc,exam_id__USP_2023": 0.1590909090909091, | |
| "acc,exam_id__UNICAMP_2019": 0.24, | |
| "acc,exam_id__USP_2024": 0.14634146341463414, | |
| "acc,exam_id__UNICAMP_2021_2": 0.21568627450980393, | |
| "acc,exam_id__USP_2019": 0.2, | |
| "acc,exam_id__UNICAMP_2020": 0.18181818181818182, | |
| "acc,exam_id__USP_2022": 0.14285714285714285, | |
| "acc,exam_id__UNICAMP_2023": 0.3488372093023256, | |
| "acc,exam_id__USP_2021": 0.19230769230769232, | |
| "acc,exam_id__UNICAMP_2018": 0.24074074074074073, | |
| "acc,exam_id__USP_2018": 0.14814814814814814, | |
| "acc,exam_id__USP_2020": 0.23214285714285715, | |
| "acc,exam_id__UNICAMP_2021_1": 0.391304347826087, | |
| "main_score": 0.22531293463143254 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.27790432801822323, | |
| "acc,exam_id__2014-13": 0.275, | |
| "acc,exam_id__2017-22": 0.3125, | |
| "acc,exam_id__2014-15": 0.2564102564102564, | |
| "acc,exam_id__2011-04": 0.325, | |
| "acc,exam_id__2015-16": 0.2375, | |
| "acc,exam_id__2010-01": 0.3176470588235294, | |
| "acc,exam_id__2017-23": 0.2125, | |
| "acc,exam_id__2012-06": 0.3375, | |
| "acc,exam_id__2012-09": 0.2077922077922078, | |
| "acc,exam_id__2018-25": 0.35, | |
| "acc,exam_id__2016-20a": 0.3, | |
| "acc,exam_id__2012-07": 0.25, | |
| "acc,exam_id__2011-05": 0.2375, | |
| "acc,exam_id__2013-12": 0.225, | |
| "acc,exam_id__2012-06a": 0.35, | |
| "acc,exam_id__2013-11": 0.2375, | |
| "acc,exam_id__2012-08": 0.3375, | |
| "acc,exam_id__2011-03": 0.23232323232323232, | |
| "acc,exam_id__2015-18": 0.2375, | |
| "acc,exam_id__2015-17": 0.3076923076923077, | |
| "acc,exam_id__2016-19": 0.28205128205128205, | |
| "acc,exam_id__2010-02": 0.3, | |
| "acc,exam_id__2017-24": 0.325, | |
| "acc,exam_id__2016-20": 0.3, | |
| "acc,exam_id__2014-14": 0.225, | |
| "acc,exam_id__2016-21": 0.275, | |
| "acc,exam_id__2013-10": 0.25, | |
| "main_score": 0.27790432801822323 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.5120595126338128, | |
| "acc,all": 0.5355392156862745, | |
| "main_score": 0.5120595126338128 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.07348005953132232, | |
| "mse,all": 2.408831699346405, | |
| "main_score": 0.07348005953132232 | |
| }, | |
| "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": 0.533175653895298, | |
| "acc,all": 0.5707142857142857, | |
| "main_score": 0.533175653895298 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.2347827795333542, | |
| "acc,all": 0.3008225616921269, | |
| "main_score": 0.2347827795333542 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.13985170050404128, | |
| "acc,all": 0.25671641791044775, | |
| "main_score": 0.13985170050404128 | |
| } | |
| }, | |
| "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": 118, | |
| "non_truncated": 1311, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 122, | |
| "mean_seq_length": 1763.6738978306507, | |
| "min_seq_length": 1471, | |
| "max_seq_length": 2767, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.9146256123163052 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 164, | |
| "non_truncated": 555, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 223, | |
| "mean_seq_length": 1844.3504867872045, | |
| "min_seq_length": 1439, | |
| "max_seq_length": 2728, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.689847009735744 | |
| }, | |
| "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": 1498.6788154897495, | |
| "min_seq_length": 1201, | |
| "max_seq_length": 2066, | |
| "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": 1452.5322712418301, | |
| "min_seq_length": 1428, | |
| "max_seq_length": 1527, | |
| "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": 1709.5322712418301, | |
| "min_seq_length": 1685, | |
| "max_seq_length": 1784, | |
| "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": 1743.3892307692308, | |
| "min_seq_length": 1683, | |
| "max_seq_length": 1882, | |
| "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": 1358.7621428571429, | |
| "min_seq_length": 1333, | |
| "max_seq_length": 1633, | |
| "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": 1889.4900117508814, | |
| "min_seq_length": 1853, | |
| "max_seq_length": 1923, | |
| "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": 1570.1611940298508, | |
| "min_seq_length": 1549, | |
| "max_seq_length": 1664, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 283, | |
| "non_truncated": 13867, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 346 | |
| } | |
| } |