llm_pt_leaderboard_raw_results / allenai /tulu-2-dpo-7b /results_2024-04-02T00-29-33.604027.json
eduagarcia's picture
Uploading raw results for allenai/tulu-2-dpo-7b
4ea6370 verified
raw
history blame
No virus
13.3 kB
{
"config_general": {
"start_date": "2024-04-02T00-29-33.604027",
"start_time": 1712017774.6061072,
"end_time": 1712027572.1964915,
"total_evaluation_time_seconds": 9797.590384244919,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "8ffe1eb804ec3a4aa9010e798db8420bd1b6faab",
"model_dtype": "bfloat16",
"model_memory_footprint": 13678166016,
"model_num_parameters": 6738415616,
"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": "allenai/tulu-2-dpo-7b",
"job_id": 330,
"model_id": "allenai/tulu-2-dpo-7b_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)",
"model_architectures": "LlamaForCausalLM",
"submitted_time": "2024-03-05T16:37:20Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.63949781885722,
"all_grouped_npm": 0.47383474887492505,
"all_grouped": {
"enem_challenge": 0.5150454863540938,
"bluex": 0.44089012517385257,
"oab_exams": 0.3826879271070615,
"assin2_rte": 0.882693297611393,
"assin2_sts": 0.6797107988195017,
"faquad_nli": 0.6767812942008486,
"hatebr_offensive": 0.8485191831468404,
"portuguese_hate_speech": 0.6881970837369898,
"tweetsentbr": 0.6409551735643995
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.5150454863540938,
"harness|bluex|bluex|None|3": 0.44089012517385257,
"harness|oab_exams|oab_exams|None|3": 0.3826879271070615,
"harness|assin2_rte|assin2_rte|None|15": 0.882693297611393,
"harness|assin2_sts|assin2_sts|None|15": 0.6797107988195017,
"harness|faquad_nli|faquad_nli|None|15": 0.6767812942008486,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8485191831468404,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6881970837369898,
"harness|tweetsentbr|tweetsentbr|None|25": 0.6409551735643995
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.5150454863540938,
"acc,exam_id__2022": 0.5413533834586466,
"acc,exam_id__2016": 0.5371900826446281,
"acc,exam_id__2009": 0.4956521739130435,
"acc,exam_id__2011": 0.5042735042735043,
"acc,exam_id__2014": 0.5229357798165137,
"acc,exam_id__2010": 0.5128205128205128,
"acc,exam_id__2012": 0.49137931034482757,
"acc,exam_id__2016_2": 0.5121951219512195,
"acc,exam_id__2023": 0.5407407407407407,
"acc,exam_id__2013": 0.49074074074074076,
"acc,exam_id__2015": 0.5126050420168067,
"acc,exam_id__2017": 0.5086206896551724,
"main_score": 0.5150454863540938
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.44089012517385257,
"acc,exam_id__UNICAMP_2024": 0.7111111111111111,
"acc,exam_id__UNICAMP_2020": 0.4727272727272727,
"acc,exam_id__UNICAMP_2022": 0.5128205128205128,
"acc,exam_id__USP_2020": 0.5,
"acc,exam_id__USP_2019": 0.45,
"acc,exam_id__USP_2018": 0.35185185185185186,
"acc,exam_id__USP_2021": 0.3076923076923077,
"acc,exam_id__USP_2022": 0.42857142857142855,
"acc,exam_id__UNICAMP_2018": 0.24074074074074073,
"acc,exam_id__UNICAMP_2019": 0.4,
"acc,exam_id__UNICAMP_2021_1": 0.391304347826087,
"acc,exam_id__USP_2024": 0.5853658536585366,
"acc,exam_id__USP_2023": 0.4318181818181818,
"acc,exam_id__UNICAMP_2021_2": 0.4117647058823529,
"acc,exam_id__UNICAMP_2023": 0.5116279069767442,
"main_score": 0.44089012517385257
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.3826879271070615,
"acc,exam_id__2010-02": 0.45,
"acc,exam_id__2012-08": 0.4625,
"acc,exam_id__2017-24": 0.45,
"acc,exam_id__2017-22": 0.4625,
"acc,exam_id__2012-06": 0.35,
"acc,exam_id__2012-06a": 0.375,
"acc,exam_id__2013-11": 0.35,
"acc,exam_id__2012-07": 0.3625,
"acc,exam_id__2016-19": 0.46153846153846156,
"acc,exam_id__2015-17": 0.34615384615384615,
"acc,exam_id__2014-14": 0.3375,
"acc,exam_id__2013-10": 0.325,
"acc,exam_id__2016-21": 0.425,
"acc,exam_id__2014-15": 0.44871794871794873,
"acc,exam_id__2011-03": 0.30303030303030304,
"acc,exam_id__2013-12": 0.425,
"acc,exam_id__2016-20a": 0.3125,
"acc,exam_id__2018-25": 0.4125,
"acc,exam_id__2011-05": 0.4375,
"acc,exam_id__2015-16": 0.3625,
"acc,exam_id__2015-18": 0.35,
"acc,exam_id__2014-13": 0.35,
"acc,exam_id__2016-20": 0.425,
"acc,exam_id__2011-04": 0.3375,
"acc,exam_id__2012-09": 0.36363636363636365,
"acc,exam_id__2010-01": 0.32941176470588235,
"acc,exam_id__2017-23": 0.325,
"main_score": 0.3826879271070615
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.882693297611393,
"acc,all": 0.8827614379084967,
"main_score": 0.882693297611393
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.6797107988195017,
"mse,all": 0.8555351307189543,
"main_score": 0.6797107988195017
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.6767812942008486,
"acc,all": 0.7230769230769231,
"main_score": 0.6767812942008486
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8485191831468404,
"acc,all": 0.8485714285714285,
"main_score": 0.8485191831468404
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.6881970837369898,
"acc,all": 0.7226792009400705,
"main_score": 0.6881970837369898
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.6409551735643995,
"acc,all": 0.6681592039800995,
"main_score": 0.6409551735643995
}
},
"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": 1538.9881035689293,
"min_seq_length": 1286,
"max_seq_length": 2578,
"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": 1659.7426981919332,
"min_seq_length": 1293,
"max_seq_length": 2419,
"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": 1308.4145785876992,
"min_seq_length": 1053,
"max_seq_length": 1790,
"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": 1490.9889705882354,
"min_seq_length": 1468,
"max_seq_length": 1557,
"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": 1690.9889705882354,
"min_seq_length": 1668,
"max_seq_length": 1757,
"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": 1684.1184615384616,
"min_seq_length": 1632,
"max_seq_length": 1791,
"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": 1598.9178571428572,
"min_seq_length": 1575,
"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|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": 2087.801410105758,
"min_seq_length": 2053,
"max_seq_length": 2131,
"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": 1862.6845771144278,
"min_seq_length": 1841,
"max_seq_length": 1980,
"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
}
}