llm_pt_leaderboard_raw_results / CohereForAI /aya-101 /results_2024-02-21T19-25-38.847154.json
eduagarcia's picture
Uploading raw results for CohereForAI/aya-101
51f700d verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-02-21T19-25-38.847154",
"start_time": 1708543539.4138918,
"end_time": 1708548747.026742,
"total_evaluation_time_seconds": 5207.612850189209,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "bb36885b37c25bb1a5f621d324dc861ab92e8ae5",
"model_dtype": "float16",
"model_memory_footprint": 29868646400,
"model_num_parameters": 12921057280,
"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": 2048,
"max_gen_toks": 32,
"model_name": "CohereForAI/aya-101",
"job_id": 253,
"model_id": "CohereForAI/aya-101_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)",
"model_architectures": "T5ForConditionalGeneration",
"submitted_time": "2024-02-17T03:43:40Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.5555649777522137,
"all_grouped_npm": 0.35408599648006006,
"all_grouped": {
"enem_challenge": 0.5703289013296011,
"bluex": 0.47844228094575797,
"oab_exams": 0.3895216400911162,
"assin2_rte": 0.845896116707975,
"assin2_sts": 0.18932506997017534,
"faquad_nli": 0.3536861536119358,
"hatebr_offensive": 0.8577866430260047,
"portuguese_hate_speech": 0.5858880778588808,
"tweetsentbr": 0.7292099162284759
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.5703289013296011,
"harness|bluex|bluex|None|3": 0.47844228094575797,
"harness|oab_exams|oab_exams|None|3": 0.3895216400911162,
"harness|assin2_rte|assin2_rte|None|15": 0.845896116707975,
"harness|assin2_sts|assin2_sts|None|15": 0.18932506997017534,
"harness|faquad_nli|faquad_nli|None|15": 0.3536861536119358,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8577866430260047,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5858880778588808,
"harness|tweetsentbr|tweetsentbr|None|25": 0.7292099162284759
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.5703289013296011,
"acc,exam_id__2016_2": 0.5934959349593496,
"acc,exam_id__2009": 0.5826086956521739,
"acc,exam_id__2011": 0.5811965811965812,
"acc,exam_id__2012": 0.5948275862068966,
"acc,exam_id__2013": 0.5370370370370371,
"acc,exam_id__2016": 0.49586776859504134,
"acc,exam_id__2022": 0.5789473684210527,
"acc,exam_id__2023": 0.6814814814814815,
"acc,exam_id__2010": 0.5726495726495726,
"acc,exam_id__2014": 0.5779816513761468,
"acc,exam_id__2015": 0.5042016806722689,
"acc,exam_id__2017": 0.5258620689655172,
"main_score": 0.5703289013296011
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.47844228094575797,
"acc,exam_id__USP_2021": 0.46153846153846156,
"acc,exam_id__UNICAMP_2021_2": 0.5098039215686274,
"acc,exam_id__UNICAMP_2023": 0.4418604651162791,
"acc,exam_id__UNICAMP_2021_1": 0.5434782608695652,
"acc,exam_id__USP_2024": 0.6097560975609756,
"acc,exam_id__UNICAMP_2018": 0.35185185185185186,
"acc,exam_id__USP_2022": 0.5306122448979592,
"acc,exam_id__UNICAMP_2020": 0.38181818181818183,
"acc,exam_id__USP_2018": 0.37037037037037035,
"acc,exam_id__USP_2020": 0.5178571428571429,
"acc,exam_id__UNICAMP_2022": 0.41025641025641024,
"acc,exam_id__USP_2019": 0.475,
"acc,exam_id__USP_2023": 0.5681818181818182,
"acc,exam_id__UNICAMP_2019": 0.48,
"acc,exam_id__UNICAMP_2024": 0.5777777777777777,
"main_score": 0.47844228094575797
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.3895216400911162,
"acc,exam_id__2010-02": 0.36,
"acc,exam_id__2016-19": 0.4358974358974359,
"acc,exam_id__2015-17": 0.47435897435897434,
"acc,exam_id__2016-21": 0.3625,
"acc,exam_id__2017-24": 0.475,
"acc,exam_id__2012-09": 0.35064935064935066,
"acc,exam_id__2011-04": 0.3,
"acc,exam_id__2017-23": 0.3,
"acc,exam_id__2011-03": 0.32323232323232326,
"acc,exam_id__2012-07": 0.425,
"acc,exam_id__2012-06": 0.4875,
"acc,exam_id__2014-13": 0.4,
"acc,exam_id__2016-20a": 0.4125,
"acc,exam_id__2011-05": 0.375,
"acc,exam_id__2015-18": 0.3375,
"acc,exam_id__2014-15": 0.5,
"acc,exam_id__2018-25": 0.3625,
"acc,exam_id__2017-22": 0.4375,
"acc,exam_id__2013-11": 0.3375,
"acc,exam_id__2014-14": 0.35,
"acc,exam_id__2013-10": 0.5125,
"acc,exam_id__2010-01": 0.35294117647058826,
"acc,exam_id__2013-12": 0.3875,
"acc,exam_id__2015-16": 0.3125,
"acc,exam_id__2012-06a": 0.45,
"acc,exam_id__2016-20": 0.35,
"acc,exam_id__2012-08": 0.375,
"main_score": 0.3895216400911162
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.845896116707975,
"acc,all": 0.8484477124183006,
"main_score": 0.845896116707975
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.18932506997017534,
"mse,all": 1.389885620915033,
"main_score": 0.18932506997017534
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.3536861536119358,
"acc,all": 0.3569230769230769,
"main_score": 0.3536861536119358
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8577866430260047,
"acc,all": 0.8585714285714285,
"main_score": 0.8577866430260047
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.5858880778588808,
"acc,all": 0.5863689776733255,
"main_score": 0.5858880778588808
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.7292099162284759,
"acc,all": 0.7383084577114428,
"main_score": 0.7292099162284759
}
},
"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": 3,
"non_truncated": 1426,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 4,
"mean_seq_length": 1387.624212736179,
"min_seq_length": 1144,
"max_seq_length": 2516,
"max_ctx_length": 2048,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9972008397480754
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 0,
"non_truncated": 719,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 0,
"mean_seq_length": 1350.0709318497914,
"min_seq_length": 1045,
"max_seq_length": 1953,
"max_ctx_length": 2048,
"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": 1258.8929384965832,
"min_seq_length": 1007,
"max_seq_length": 1666,
"max_ctx_length": 2048,
"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": 1119.2859477124182,
"min_seq_length": 1098,
"max_seq_length": 1188,
"max_ctx_length": 2048,
"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": 1203.2859477124182,
"min_seq_length": 1182,
"max_seq_length": 1272,
"max_ctx_length": 2048,
"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": 1401.1923076923076,
"min_seq_length": 1350,
"max_seq_length": 1499,
"max_ctx_length": 2048,
"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": 1025.8842857142856,
"min_seq_length": 1006,
"max_seq_length": 1274,
"max_ctx_length": 2048,
"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": 1516.3290246768508,
"min_seq_length": 1483,
"max_seq_length": 1542,
"max_ctx_length": 2048,
"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": 1251.9557213930348,
"min_seq_length": 1233,
"max_seq_length": 1305,
"max_ctx_length": 2048,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 3,
"non_truncated": 14147,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 4
}
}