llm_pt_leaderboard_results
/
EpistemeAI
/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta
/results_2024-09-19T02-39-58.689409.json
| { | |
| "config_general": { | |
| "start_date": "2024-09-19T02-39-58.689409", | |
| "start_time": 1726713599.581773, | |
| "end_time": 1726717404.1389952, | |
| "total_evaluation_time_seconds": 3804.5572221279144, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "ef3782837ee4996b94f7a6c9bb6c699694df56c0", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 16060530944, | |
| "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": "EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta", | |
| "job_id": 1069, | |
| "model_id": "EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta_eval_request_ef37828_False_float16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "ef3782837ee4996b94f7a6c9bb6c699694df56c0", | |
| "model_private": false, | |
| "model_type": "💬 : chat (RLHF, DPO, IFT, ...)", | |
| "model_architectures": "LlamaForCausalLM", | |
| "submitted_time": "2024-09-15T04:23:41Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.7055346286282101, | |
| "all_grouped_npm": 0.56030120039052, | |
| "all_grouped": { | |
| "enem_challenge": 0.6822953114065781, | |
| "bluex": 0.56884561891516, | |
| "oab_exams": 0.49339407744874714, | |
| "assin2_rte": 0.9276737627600735, | |
| "assin2_sts": 0.7920894421060412, | |
| "faquad_nli": 0.7165122978572003, | |
| "hatebr_offensive": 0.852197087716136, | |
| "portuguese_hate_speech": 0.6698073871599162, | |
| "tweetsentbr": 0.6469966722840385 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.6822953114065781, | |
| "harness|bluex|bluex|None|3": 0.56884561891516, | |
| "harness|oab_exams|oab_exams|None|3": 0.49339407744874714, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9276737627600735, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7920894421060412, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7165122978572003, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.852197087716136, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6698073871599162, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.6469966722840385 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.6822953114065781, | |
| "acc,exam_id__2022": 0.6390977443609023, | |
| "acc,exam_id__2012": 0.6896551724137931, | |
| "acc,exam_id__2016_2": 0.6341463414634146, | |
| "acc,exam_id__2009": 0.6869565217391305, | |
| "acc,exam_id__2023": 0.725925925925926, | |
| "acc,exam_id__2014": 0.6422018348623854, | |
| "acc,exam_id__2015": 0.7058823529411765, | |
| "acc,exam_id__2011": 0.7350427350427351, | |
| "acc,exam_id__2013": 0.6481481481481481, | |
| "acc,exam_id__2017": 0.7068965517241379, | |
| "acc,exam_id__2010": 0.717948717948718, | |
| "acc,exam_id__2016": 0.6528925619834711, | |
| "main_score": 0.6822953114065781 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.56884561891516, | |
| "acc,exam_id__USP_2018": 0.5, | |
| "acc,exam_id__UNICAMP_2021_1": 0.5652173913043478, | |
| "acc,exam_id__UNICAMP_2022": 0.5897435897435898, | |
| "acc,exam_id__UNICAMP_2024": 0.6666666666666666, | |
| "acc,exam_id__USP_2022": 0.5510204081632653, | |
| "acc,exam_id__USP_2023": 0.6590909090909091, | |
| "acc,exam_id__UNICAMP_2018": 0.5, | |
| "acc,exam_id__UNICAMP_2019": 0.54, | |
| "acc,exam_id__UNICAMP_2020": 0.6, | |
| "acc,exam_id__USP_2024": 0.5609756097560976, | |
| "acc,exam_id__USP_2021": 0.6538461538461539, | |
| "acc,exam_id__USP_2020": 0.5535714285714286, | |
| "acc,exam_id__USP_2019": 0.5, | |
| "acc,exam_id__UNICAMP_2023": 0.6511627906976745, | |
| "acc,exam_id__UNICAMP_2021_2": 0.47058823529411764, | |
| "main_score": 0.56884561891516 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.49339407744874714, | |
| "acc,exam_id__2010-02": 0.5, | |
| "acc,exam_id__2016-20a": 0.4875, | |
| "acc,exam_id__2018-25": 0.4375, | |
| "acc,exam_id__2014-13": 0.3875, | |
| "acc,exam_id__2014-15": 0.6025641025641025, | |
| "acc,exam_id__2013-10": 0.4875, | |
| "acc,exam_id__2012-06a": 0.5625, | |
| "acc,exam_id__2010-01": 0.3764705882352941, | |
| "acc,exam_id__2017-24": 0.525, | |
| "acc,exam_id__2015-18": 0.4375, | |
| "acc,exam_id__2017-23": 0.4625, | |
| "acc,exam_id__2016-20": 0.575, | |
| "acc,exam_id__2016-21": 0.4125, | |
| "acc,exam_id__2012-06": 0.5, | |
| "acc,exam_id__2017-22": 0.4875, | |
| "acc,exam_id__2013-11": 0.5125, | |
| "acc,exam_id__2013-12": 0.55, | |
| "acc,exam_id__2015-16": 0.5125, | |
| "acc,exam_id__2012-07": 0.5, | |
| "acc,exam_id__2014-14": 0.6, | |
| "acc,exam_id__2015-17": 0.6153846153846154, | |
| "acc,exam_id__2012-09": 0.4675324675324675, | |
| "acc,exam_id__2011-05": 0.4625, | |
| "acc,exam_id__2016-19": 0.48717948717948717, | |
| "acc,exam_id__2011-04": 0.4, | |
| "acc,exam_id__2011-03": 0.43434343434343436, | |
| "acc,exam_id__2012-08": 0.5625, | |
| "main_score": 0.49339407744874714 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9276737627600735, | |
| "acc,all": 0.9276960784313726, | |
| "main_score": 0.9276737627600735 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7920894421060412, | |
| "mse,all": 0.5161029411764706, | |
| "main_score": 0.7920894421060412 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7165122978572003, | |
| "acc,all": 0.7661538461538462, | |
| "main_score": 0.7165122978572003 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.852197087716136, | |
| "acc,all": 0.8535714285714285, | |
| "main_score": 0.852197087716136 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.6698073871599162, | |
| "acc,all": 0.6850763807285546, | |
| "main_score": 0.6698073871599162 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.6469966722840385, | |
| "acc,all": 0.7074626865671642, | |
| "main_score": 0.6469966722840385 | |
| } | |
| }, | |
| "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": 1432.3547935619315, | |
| "min_seq_length": 1207, | |
| "max_seq_length": 2360, | |
| "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": 1504.769123783032, | |
| "min_seq_length": 1185, | |
| "max_seq_length": 2154, | |
| "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": 1240.3772209567198, | |
| "min_seq_length": 1008, | |
| "max_seq_length": 1674, | |
| "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": 1338.5322712418301, | |
| "min_seq_length": 1319, | |
| "max_seq_length": 1402, | |
| "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": 1529.5322712418301, | |
| "min_seq_length": 1510, | |
| "max_seq_length": 1593, | |
| "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": 1467.8215384615385, | |
| "min_seq_length": 1422, | |
| "max_seq_length": 1564, | |
| "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": 1299.3878571428572, | |
| "min_seq_length": 1279, | |
| "max_seq_length": 1518, | |
| "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": 1696.4195064629848, | |
| "min_seq_length": 1666, | |
| "max_seq_length": 1728, | |
| "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": 1557.1537313432837, | |
| "min_seq_length": 1540, | |
| "max_seq_length": 1605, | |
| "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 | |
| } | |
| } |