llm_pt_leaderboard_results / AI-Sweden-Models /gpt-sw3-6.7b /results_2024-04-15T22-34-55.424388.json
eduagarcia's picture
Updating model AI-Sweden-Models/gpt-sw3-6.7b
7441697 verified
raw
history blame
13.3 kB
{
"config_general": {
"start_date": "2024-04-15T22-34-55.424388",
"start_time": 1713220497.4157462,
"end_time": 1713230823.9781897,
"total_evaluation_time_seconds": 10326.562443494797,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "642d9bdf5b713f8e57c80336c979040f88e706fc",
"model_dtype": "float16",
"model_memory_footprint": 13563609152,
"model_num_parameters": 6714695680,
"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": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "AI-Sweden-Models/gpt-sw3-6.7b",
"job_id": 466,
"model_id": "AI-Sweden-Models/gpt-sw3-6.7b_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": "2024-02-05T23:15:23Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.3470626936834669,
"all_grouped_npm": 0.02483689035492016,
"all_grouped": {
"enem_challenge": 0.21133659902029392,
"bluex": 0.2573018080667594,
"oab_exams": 0.2296127562642369,
"assin2_rte": 0.6192900448928588,
"assin2_sts": 0.08103924791097977,
"faquad_nli": 0.4396551724137931,
"hatebr_offensive": 0.40737531518832293,
"portuguese_hate_speech": 0.4441161100880904,
"tweetsentbr": 0.433837189305867
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.21133659902029392,
"harness|bluex|bluex|None|3": 0.2573018080667594,
"harness|oab_exams|oab_exams|None|3": 0.2296127562642369,
"harness|assin2_rte|assin2_rte|None|15": 0.6192900448928588,
"harness|assin2_sts|assin2_sts|None|15": 0.08103924791097977,
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.40737531518832293,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.4441161100880904,
"harness|tweetsentbr|tweetsentbr|None|25": 0.433837189305867
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.21133659902029392,
"acc,exam_id__2013": 0.21296296296296297,
"acc,exam_id__2010": 0.1452991452991453,
"acc,exam_id__2022": 0.21052631578947367,
"acc,exam_id__2017": 0.27586206896551724,
"acc,exam_id__2011": 0.2222222222222222,
"acc,exam_id__2016_2": 0.21951219512195122,
"acc,exam_id__2009": 0.1565217391304348,
"acc,exam_id__2014": 0.1743119266055046,
"acc,exam_id__2016": 0.2396694214876033,
"acc,exam_id__2023": 0.2962962962962963,
"acc,exam_id__2012": 0.19827586206896552,
"acc,exam_id__2015": 0.16806722689075632,
"main_score": 0.21133659902029392
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.2573018080667594,
"acc,exam_id__USP_2019": 0.275,
"acc,exam_id__UNICAMP_2020": 0.34545454545454546,
"acc,exam_id__USP_2020": 0.21428571428571427,
"acc,exam_id__UNICAMP_2019": 0.24,
"acc,exam_id__USP_2022": 0.2653061224489796,
"acc,exam_id__UNICAMP_2021_1": 0.391304347826087,
"acc,exam_id__UNICAMP_2018": 0.2222222222222222,
"acc,exam_id__USP_2018": 0.18518518518518517,
"acc,exam_id__USP_2024": 0.07317073170731707,
"acc,exam_id__UNICAMP_2021_2": 0.3333333333333333,
"acc,exam_id__UNICAMP_2022": 0.28205128205128205,
"acc,exam_id__UNICAMP_2023": 0.3953488372093023,
"acc,exam_id__UNICAMP_2024": 0.28888888888888886,
"acc,exam_id__USP_2021": 0.21153846153846154,
"acc,exam_id__USP_2023": 0.13636363636363635,
"main_score": 0.2573018080667594
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.2296127562642369,
"acc,exam_id__2013-10": 0.2125,
"acc,exam_id__2012-08": 0.225,
"acc,exam_id__2018-25": 0.2875,
"acc,exam_id__2014-13": 0.2375,
"acc,exam_id__2012-07": 0.1375,
"acc,exam_id__2015-18": 0.25,
"acc,exam_id__2017-22": 0.25,
"acc,exam_id__2011-05": 0.2375,
"acc,exam_id__2012-06a": 0.2375,
"acc,exam_id__2017-24": 0.225,
"acc,exam_id__2010-02": 0.24,
"acc,exam_id__2015-17": 0.24358974358974358,
"acc,exam_id__2015-16": 0.2375,
"acc,exam_id__2016-20a": 0.3,
"acc,exam_id__2013-12": 0.175,
"acc,exam_id__2014-15": 0.21794871794871795,
"acc,exam_id__2016-20": 0.225,
"acc,exam_id__2014-14": 0.2625,
"acc,exam_id__2016-21": 0.2125,
"acc,exam_id__2012-06": 0.225,
"acc,exam_id__2011-03": 0.24242424242424243,
"acc,exam_id__2012-09": 0.23376623376623376,
"acc,exam_id__2013-11": 0.1625,
"acc,exam_id__2017-23": 0.2125,
"acc,exam_id__2011-04": 0.25,
"acc,exam_id__2010-01": 0.25882352941176473,
"acc,exam_id__2016-19": 0.19230769230769232,
"main_score": 0.2296127562642369
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.6192900448928588,
"acc,all": 0.6266339869281046,
"main_score": 0.6192900448928588
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.08103924791097977,
"mse,all": 2.3270179738562096,
"main_score": 0.08103924791097977
},
"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": 0.40737531518832293,
"acc,all": 0.42214285714285715,
"main_score": 0.40737531518832293
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.4441161100880904,
"acc,all": 0.5064629847238543,
"main_score": 0.4441161100880904
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.433837189305867,
"acc,all": 0.5174129353233831,
"main_score": 0.433837189305867
}
},
"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": 1763.6731980405877,
"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": 1844.344923504868,
"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": 1722.1611940298508,
"min_seq_length": 1701,
"max_seq_length": 1816,
"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
}
}