llm_pt_leaderboard_raw_results / Danielbrdz /Barcenas-Llama3-8b-ORPO /results_2024-05-18T00-12-52.690138.json
eduagarcia's picture
fix f1_score calculation bug
9662283
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-05-18T00-12-52.690138",
"start_time": 1715991173.2949505,
"end_time": 1715994652.169426,
"total_evaluation_time_seconds": 3478.874475479126,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "66c848c4526d3db1ec41468c0f73ac4448c6abe9",
"model_dtype": "float16",
"model_memory_footprint": 16194748416,
"model_num_parameters": 8030261248,
"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": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "Danielbrdz/Barcenas-Llama3-8b-ORPO",
"job_id": 636,
"model_id": "Danielbrdz/Barcenas-Llama3-8b-ORPO_eval_request_False_float16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🔶 : fine-tuned/fp on domain-specific datasets",
"model_architectures": "LlamaForCausalLM",
"submitted_time": "2024-05-13T16:38:54Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.7009559574054907,
"all_grouped_npm": 0.553218144154064,
"all_grouped": {
"enem_challenge": 0.7102869139258222,
"bluex": 0.5827538247566064,
"oab_exams": 0.508883826879271,
"assin2_rte": 0.9178150146340144,
"assin2_sts": 0.7260402501200387,
"faquad_nli": 0.7308849598805747,
"hatebr_offensive": 0.8698828946051447,
"portuguese_hate_speech": 0.5958643988009942,
"tweetsentbr": 0.6661915330469502
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.7102869139258222,
"harness|bluex|bluex|None|3": 0.5827538247566064,
"harness|oab_exams|oab_exams|None|3": 0.508883826879271,
"harness|assin2_rte|assin2_rte|None|15": 0.9178150146340144,
"harness|assin2_sts|assin2_sts|None|15": 0.7260402501200387,
"harness|faquad_nli|faquad_nli|None|15": 0.7308849598805747,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8698828946051447,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5958643988009942,
"harness|tweetsentbr|tweetsentbr|None|25": 0.6661915330469502
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.7102869139258222,
"acc,exam_id__2012": 0.7155172413793104,
"acc,exam_id__2017": 0.6896551724137931,
"acc,exam_id__2013": 0.6851851851851852,
"acc,exam_id__2016": 0.7024793388429752,
"acc,exam_id__2011": 0.7264957264957265,
"acc,exam_id__2015": 0.7310924369747899,
"acc,exam_id__2022": 0.6766917293233082,
"acc,exam_id__2014": 0.7155963302752294,
"acc,exam_id__2010": 0.7435897435897436,
"acc,exam_id__2009": 0.7304347826086957,
"acc,exam_id__2016_2": 0.6504065040650406,
"acc,exam_id__2023": 0.7555555555555555,
"main_score": 0.7102869139258222
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5827538247566064,
"acc,exam_id__UNICAMP_2024": 0.7111111111111111,
"acc,exam_id__USP_2019": 0.6,
"acc,exam_id__UNICAMP_2019": 0.6,
"acc,exam_id__UNICAMP_2021_2": 0.5294117647058824,
"acc,exam_id__USP_2021": 0.5961538461538461,
"acc,exam_id__UNICAMP_2020": 0.5272727272727272,
"acc,exam_id__UNICAMP_2022": 0.6923076923076923,
"acc,exam_id__USP_2018": 0.5,
"acc,exam_id__USP_2022": 0.5510204081632653,
"acc,exam_id__UNICAMP_2018": 0.42592592592592593,
"acc,exam_id__UNICAMP_2023": 0.6511627906976745,
"acc,exam_id__UNICAMP_2021_1": 0.5434782608695652,
"acc,exam_id__USP_2020": 0.5535714285714286,
"acc,exam_id__USP_2024": 0.6829268292682927,
"acc,exam_id__USP_2023": 0.6818181818181818,
"main_score": 0.5827538247566064
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.508883826879271,
"acc,exam_id__2014-15": 0.6282051282051282,
"acc,exam_id__2012-07": 0.4625,
"acc,exam_id__2016-20a": 0.4375,
"acc,exam_id__2015-16": 0.5,
"acc,exam_id__2016-21": 0.4,
"acc,exam_id__2013-10": 0.475,
"acc,exam_id__2014-13": 0.425,
"acc,exam_id__2010-02": 0.52,
"acc,exam_id__2012-06": 0.5125,
"acc,exam_id__2018-25": 0.5125,
"acc,exam_id__2011-04": 0.5125,
"acc,exam_id__2012-08": 0.5125,
"acc,exam_id__2015-18": 0.5,
"acc,exam_id__2011-05": 0.4625,
"acc,exam_id__2012-09": 0.4935064935064935,
"acc,exam_id__2017-24": 0.4625,
"acc,exam_id__2012-06a": 0.5375,
"acc,exam_id__2016-20": 0.5625,
"acc,exam_id__2013-12": 0.575,
"acc,exam_id__2016-19": 0.5128205128205128,
"acc,exam_id__2014-14": 0.575,
"acc,exam_id__2017-22": 0.6,
"acc,exam_id__2010-01": 0.4,
"acc,exam_id__2011-03": 0.48484848484848486,
"acc,exam_id__2015-17": 0.6410256410256411,
"acc,exam_id__2017-23": 0.525,
"acc,exam_id__2013-11": 0.525,
"main_score": 0.508883826879271
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.9178150146340144,
"acc,all": 0.9178921568627451,
"main_score": 0.9178150146340144
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.7260402501200387,
"mse,all": 0.6636315359477125,
"main_score": 0.7260402501200387
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.7308849598805747,
"acc,all": 0.7815384615384615,
"main_score": 0.7308849598805747
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8698828946051447,
"acc,all": 0.87,
"main_score": 0.8698828946051447
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.5958643988009942,
"acc,all": 0.5969447708578144,
"main_score": 0.5958643988009942
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.6661915330469502,
"acc,all": 0.7203980099502487,
"main_score": 0.6661915330469502
}
},
"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": 0,
"non_truncated": 1429,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 0,
"mean_seq_length": 1412.3547935619315,
"min_seq_length": 1187,
"max_seq_length": 2340,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 3.0
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 0,
"non_truncated": 719,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 0,
"mean_seq_length": 1484.7719054242002,
"min_seq_length": 1165,
"max_seq_length": 2134,
"max_ctx_length": 2528,
"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": 1220.3772209567198,
"min_seq_length": 988,
"max_seq_length": 1654,
"max_ctx_length": 2528,
"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": 1318.5322712418301,
"min_seq_length": 1299,
"max_seq_length": 1382,
"max_ctx_length": 2528,
"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": 1509.5322712418301,
"min_seq_length": 1490,
"max_seq_length": 1573,
"max_ctx_length": 2528,
"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": 1447.8215384615385,
"min_seq_length": 1402,
"max_seq_length": 1544,
"max_ctx_length": 2528,
"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": 1279.3878571428572,
"min_seq_length": 1259,
"max_seq_length": 1498,
"max_ctx_length": 2528,
"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": 1676.4195064629848,
"min_seq_length": 1646,
"max_seq_length": 1708,
"max_ctx_length": 2528,
"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": 1537.1537313432837,
"min_seq_length": 1520,
"max_seq_length": 1585,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 0,
"non_truncated": 14150,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 0
}
}