llm_pt_leaderboard_results / facebook /opt-2.7b /results_2024-04-04T06-39-26.624482.json
eduagarcia's picture
Updating model facebook/opt-2.7b
179afed verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-04-04T06-39-26.624482",
"start_time": 1712212767.4596407,
"end_time": 1712217950.1323905,
"total_evaluation_time_seconds": 5182.672749757767,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "905a4b602cda5c501f1b3a2650a4152680238254",
"model_dtype": "float16",
"model_memory_footprint": 5303193600,
"model_num_parameters": 2651596800,
"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": "facebook/opt-2.7b",
"job_id": 374,
"model_id": "facebook/opt-2.7b_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "OPTForCausalLM",
"submitted_time": "2024-02-05T23:12:54Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.2700002082817559,
"all_grouped_npm": -0.10066600309601359,
"all_grouped": {
"enem_challenge": 0.20153953813855843,
"bluex": 0.2086230876216968,
"oab_exams": 0.23097949886104785,
"assin2_rte": 0.3333333333333333,
"assin2_sts": 0.019515420426272946,
"faquad_nli": 0.4396551724137931,
"hatebr_offensive": 0.4603905744413567,
"portuguese_hate_speech": 0.39780564742715496,
"tweetsentbr": 0.13815960187258905
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.20153953813855843,
"harness|bluex|bluex|None|3": 0.2086230876216968,
"harness|oab_exams|oab_exams|None|3": 0.23097949886104785,
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333,
"harness|assin2_sts|assin2_sts|None|15": 0.019515420426272946,
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.4603905744413567,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.39780564742715496,
"harness|tweetsentbr|tweetsentbr|None|25": 0.13815960187258905
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.20153953813855843,
"acc,exam_id__2012": 0.27586206896551724,
"acc,exam_id__2011": 0.17094017094017094,
"acc,exam_id__2016_2": 0.16260162601626016,
"acc,exam_id__2017": 0.20689655172413793,
"acc,exam_id__2009": 0.2,
"acc,exam_id__2015": 0.21008403361344538,
"acc,exam_id__2014": 0.1743119266055046,
"acc,exam_id__2022": 0.21052631578947367,
"acc,exam_id__2010": 0.2222222222222222,
"acc,exam_id__2016": 0.19834710743801653,
"acc,exam_id__2013": 0.19444444444444445,
"acc,exam_id__2023": 0.1925925925925926,
"main_score": 0.20153953813855843
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.2086230876216968,
"acc,exam_id__UNICAMP_2022": 0.23076923076923078,
"acc,exam_id__USP_2018": 0.14814814814814814,
"acc,exam_id__UNICAMP_2024": 0.2,
"acc,exam_id__USP_2021": 0.19230769230769232,
"acc,exam_id__USP_2019": 0.25,
"acc,exam_id__UNICAMP_2019": 0.26,
"acc,exam_id__UNICAMP_2021_1": 0.34782608695652173,
"acc,exam_id__UNICAMP_2020": 0.16363636363636364,
"acc,exam_id__UNICAMP_2021_2": 0.13725490196078433,
"acc,exam_id__USP_2022": 0.20408163265306123,
"acc,exam_id__UNICAMP_2018": 0.2222222222222222,
"acc,exam_id__UNICAMP_2023": 0.27906976744186046,
"acc,exam_id__USP_2023": 0.11363636363636363,
"acc,exam_id__USP_2024": 0.17073170731707318,
"acc,exam_id__USP_2020": 0.23214285714285715,
"main_score": 0.2086230876216968
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.23097949886104785,
"acc,exam_id__2012-08": 0.25,
"acc,exam_id__2011-04": 0.25,
"acc,exam_id__2016-20": 0.2,
"acc,exam_id__2012-09": 0.23376623376623376,
"acc,exam_id__2016-20a": 0.3,
"acc,exam_id__2017-24": 0.225,
"acc,exam_id__2013-12": 0.175,
"acc,exam_id__2012-06a": 0.2375,
"acc,exam_id__2017-22": 0.2625,
"acc,exam_id__2014-13": 0.2375,
"acc,exam_id__2013-11": 0.1625,
"acc,exam_id__2015-18": 0.25,
"acc,exam_id__2011-03": 0.25252525252525254,
"acc,exam_id__2012-06": 0.2375,
"acc,exam_id__2011-05": 0.2375,
"acc,exam_id__2010-02": 0.24,
"acc,exam_id__2014-15": 0.21794871794871795,
"acc,exam_id__2015-16": 0.2375,
"acc,exam_id__2014-14": 0.25,
"acc,exam_id__2016-19": 0.19230769230769232,
"acc,exam_id__2017-23": 0.2,
"acc,exam_id__2015-17": 0.24358974358974358,
"acc,exam_id__2016-21": 0.2125,
"acc,exam_id__2012-07": 0.1375,
"acc,exam_id__2013-10": 0.2125,
"acc,exam_id__2010-01": 0.27058823529411763,
"acc,exam_id__2018-25": 0.3,
"main_score": 0.23097949886104785
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.3333333333333333,
"acc,all": 0.5,
"main_score": 0.3333333333333333
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.019515420426272946,
"mse,all": 2.5296160130718945,
"main_score": 0.019515420426272946
},
"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": 0.4603905744413567,
"acc,all": 0.5371428571428571,
"main_score": 0.4603905744413567
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.39780564742715496,
"acc,all": 0.4018801410105758,
"main_score": 0.39780564742715496
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.13815960187258905,
"acc,all": 0.25771144278606967,
"main_score": 0.13815960187258905
}
},
"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": 164,
"non_truncated": 1265,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 173,
"mean_seq_length": 1800.3967809657104,
"min_seq_length": 1507,
"max_seq_length": 2768,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.8789363191042687
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 176,
"non_truncated": 543,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 232,
"mean_seq_length": 1858.2475660639777,
"min_seq_length": 1444,
"max_seq_length": 2741,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.677329624478442
},
"harness|oab_exams|oab_exams|None|3": {
"sample_size": 2195,
"truncated": 2,
"non_truncated": 2193,
"padded": 0,
"non_padded": 2195,
"fewshots_truncated": 2,
"mean_seq_length": 1555.2646924829157,
"min_seq_length": 1250,
"max_seq_length": 2130,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9990888382687926
},
"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": 1494.483660130719,
"min_seq_length": 1469,
"max_seq_length": 1572,
"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": 1649.483660130719,
"min_seq_length": 1624,
"max_seq_length": 1727,
"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": 1752.283076923077,
"min_seq_length": 1690,
"max_seq_length": 1896,
"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": 1329.2042857142858,
"min_seq_length": 1304,
"max_seq_length": 1611,
"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": 1882.6110458284372,
"min_seq_length": 1846,
"max_seq_length": 1915,
"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": 1618.4860696517412,
"min_seq_length": 1597,
"max_seq_length": 1670,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 342,
"non_truncated": 13808,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 407
}
}