llm_pt_leaderboard_raw_results / Kquant03 /CognitiveFusion2-4x7B-BF16 /results_2024-05-19T01-32-18.922295.json
eduagarcia's picture
fix f1_score calculation bug
9662283
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-05-19T01-32-18.922295",
"start_time": 1716082340.595408,
"end_time": 1716090285.1507108,
"total_evaluation_time_seconds": 7944.555302858353,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "db45b86c462bb93db7ba4f2c3fe3517582c859a1",
"model_dtype": "bfloat16",
"model_memory_footprint": 48844259328,
"model_num_parameters": 24153690112,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 16,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "Kquant03/CognitiveFusion2-4x7B-BF16",
"job_id": 641,
"model_id": "Kquant03/CognitiveFusion2-4x7B-BF16_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🤝 : base merges and moerges",
"model_architectures": "MixtralForCausalLM",
"submitted_time": "2024-05-15T17:43:32Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6946994691802532,
"all_grouped_npm": 0.5495742331340812,
"all_grouped": {
"enem_challenge": 0.6389083275017495,
"bluex": 0.5438108484005564,
"oab_exams": 0.4145785876993166,
"assin2_rte": 0.9199303114955995,
"assin2_sts": 0.7779218286784337,
"faquad_nli": 0.7730900759529709,
"hatebr_offensive": 0.8170741905271608,
"portuguese_hate_speech": 0.7076245180055771,
"tweetsentbr": 0.6593565343609131
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6389083275017495,
"harness|bluex|bluex|None|3": 0.5438108484005564,
"harness|oab_exams|oab_exams|None|3": 0.4145785876993166,
"harness|assin2_rte|assin2_rte|None|15": 0.9199303114955995,
"harness|assin2_sts|assin2_sts|None|15": 0.7779218286784337,
"harness|faquad_nli|faquad_nli|None|15": 0.7730900759529709,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8170741905271608,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7076245180055771,
"harness|tweetsentbr|tweetsentbr|None|25": 0.6593565343609131
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6389083275017495,
"acc,exam_id__2009": 0.6521739130434783,
"acc,exam_id__2016_2": 0.6016260162601627,
"acc,exam_id__2013": 0.6944444444444444,
"acc,exam_id__2016": 0.5867768595041323,
"acc,exam_id__2015": 0.6218487394957983,
"acc,exam_id__2011": 0.6666666666666666,
"acc,exam_id__2014": 0.6146788990825688,
"acc,exam_id__2017": 0.6637931034482759,
"acc,exam_id__2010": 0.6837606837606838,
"acc,exam_id__2022": 0.6165413533834586,
"acc,exam_id__2023": 0.6444444444444445,
"acc,exam_id__2012": 0.6293103448275862,
"main_score": 0.6389083275017495
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5438108484005564,
"acc,exam_id__UNICAMP_2018": 0.5185185185185185,
"acc,exam_id__USP_2023": 0.5909090909090909,
"acc,exam_id__USP_2022": 0.4897959183673469,
"acc,exam_id__USP_2019": 0.425,
"acc,exam_id__UNICAMP_2019": 0.56,
"acc,exam_id__UNICAMP_2021_1": 0.5434782608695652,
"acc,exam_id__UNICAMP_2023": 0.6046511627906976,
"acc,exam_id__USP_2018": 0.48148148148148145,
"acc,exam_id__UNICAMP_2022": 0.5897435897435898,
"acc,exam_id__USP_2020": 0.5178571428571429,
"acc,exam_id__USP_2024": 0.7317073170731707,
"acc,exam_id__UNICAMP_2024": 0.5111111111111111,
"acc,exam_id__UNICAMP_2020": 0.6,
"acc,exam_id__UNICAMP_2021_2": 0.5490196078431373,
"acc,exam_id__USP_2021": 0.4807692307692308,
"main_score": 0.5438108484005564
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.4145785876993166,
"acc,exam_id__2012-08": 0.4125,
"acc,exam_id__2015-18": 0.4125,
"acc,exam_id__2013-10": 0.4125,
"acc,exam_id__2013-12": 0.4625,
"acc,exam_id__2011-03": 0.3333333333333333,
"acc,exam_id__2012-09": 0.33766233766233766,
"acc,exam_id__2012-07": 0.3625,
"acc,exam_id__2016-21": 0.375,
"acc,exam_id__2012-06": 0.5,
"acc,exam_id__2013-11": 0.45,
"acc,exam_id__2016-19": 0.5,
"acc,exam_id__2012-06a": 0.3625,
"acc,exam_id__2014-14": 0.5125,
"acc,exam_id__2017-22": 0.5125,
"acc,exam_id__2018-25": 0.45,
"acc,exam_id__2014-13": 0.35,
"acc,exam_id__2017-23": 0.425,
"acc,exam_id__2017-24": 0.3875,
"acc,exam_id__2011-04": 0.4,
"acc,exam_id__2010-02": 0.42,
"acc,exam_id__2015-17": 0.5,
"acc,exam_id__2011-05": 0.45,
"acc,exam_id__2014-15": 0.44871794871794873,
"acc,exam_id__2016-20": 0.3625,
"acc,exam_id__2010-01": 0.36470588235294116,
"acc,exam_id__2016-20a": 0.3375,
"acc,exam_id__2015-16": 0.375,
"main_score": 0.4145785876993166
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.9199303114955995,
"acc,all": 0.9199346405228758,
"main_score": 0.9199303114955995
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.7779218286784337,
"mse,all": 0.4303513071895425,
"main_score": 0.7779218286784337
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.7730900759529709,
"acc,all": 0.8415384615384616,
"main_score": 0.7730900759529709
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8170741905271608,
"acc,all": 0.8214285714285714,
"main_score": 0.8170741905271608
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7076245180055771,
"acc,all": 0.7579318448883666,
"main_score": 0.7076245180055771
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.6593565343609131,
"acc,all": 0.7069651741293532,
"main_score": 0.6593565343609131
}
},
"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": 1,
"non_truncated": 1428,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 1,
"mean_seq_length": 1620.039188243527,
"min_seq_length": 1354,
"max_seq_length": 2618,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9993002099370187
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 0,
"non_truncated": 719,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 0,
"mean_seq_length": 1719.9262865090404,
"min_seq_length": 1343,
"max_seq_length": 2520,
"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": 1365.764464692483,
"min_seq_length": 1099,
"max_seq_length": 1868,
"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": 1369.7455065359477,
"min_seq_length": 1346,
"max_seq_length": 1436,
"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": 1593.7455065359477,
"min_seq_length": 1570,
"max_seq_length": 1660,
"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": 1594.9876923076922,
"min_seq_length": 1539,
"max_seq_length": 1715,
"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": 1305.3878571428572,
"min_seq_length": 1282,
"max_seq_length": 1556,
"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": 1806.3360752056403,
"min_seq_length": 1771,
"max_seq_length": 1845,
"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": 1552.2492537313433,
"min_seq_length": 1531,
"max_seq_length": 1647,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 1,
"non_truncated": 14149,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 1
}
}