llm_pt_leaderboard_results / argilla /notux-8x7b-v1 /results_2024-03-07T15-39-25.432269.json
eduagarcia's picture
Updating model argilla/notux-8x7b-v1
55fb2ec verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-03-07T15-39-25.432269",
"start_time": 1709825966.1860983,
"end_time": 1709840860.3946228,
"total_evaluation_time_seconds": 14894.208524465561,
"has_chat_template": true,
"chat_type": "user_assistant",
"n_gpus": 2,
"accelerate_num_process": null,
"model_sha": "0b29f9afcbae2ab4c5085638d8f5a7f6d44c6b17",
"model_dtype": "bfloat16",
"model_memory_footprint": 93942464512,
"model_num_parameters": 46702792704,
"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": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "argilla/notux-8x7b-v1",
"job_id": 297,
"model_id": "argilla/notux-8x7b-v1_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": "MixtralForCausalLM",
"submitted_time": "2024-02-27T05:10:44Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6769341256020452,
"all_grouped_npm": 0.4989549218909805,
"all_grouped": {
"enem_challenge": 0.7095871238628412,
"bluex": 0.6022253129346314,
"oab_exams": 0.49521640091116176,
"assin2_rte": 0.61773132029976,
"assin2_sts": 0.8239880630155871,
"faquad_nli": 0.7984830206980806,
"hatebr_offensive": 0.7790834886956947,
"portuguese_hate_speech": 0.7330226721453221,
"tweetsentbr": 0.533069727855328
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.7095871238628412,
"harness|bluex|bluex|None|3": 0.6022253129346314,
"harness|oab_exams|oab_exams|None|3": 0.49521640091116176,
"harness|assin2_rte|assin2_rte|None|15": 0.61773132029976,
"harness|assin2_sts|assin2_sts|None|15": 0.8239880630155871,
"harness|faquad_nli|faquad_nli|None|15": 0.7984830206980806,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7790834886956947,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7330226721453221,
"harness|tweetsentbr|tweetsentbr|None|25": 0.533069727855328
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.7095871238628412,
"acc,exam_id__2016_2": 0.6666666666666666,
"acc,exam_id__2015": 0.7226890756302521,
"acc,exam_id__2013": 0.7314814814814815,
"acc,exam_id__2010": 0.7521367521367521,
"acc,exam_id__2023": 0.7037037037037037,
"acc,exam_id__2014": 0.7339449541284404,
"acc,exam_id__2022": 0.6616541353383458,
"acc,exam_id__2017": 0.6724137931034483,
"acc,exam_id__2016": 0.6694214876033058,
"acc,exam_id__2012": 0.6724137931034483,
"acc,exam_id__2009": 0.7391304347826086,
"acc,exam_id__2011": 0.8034188034188035,
"main_score": 0.7095871238628412
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.6022253129346314,
"acc,exam_id__UNICAMP_2018": 0.48148148148148145,
"acc,exam_id__USP_2022": 0.5918367346938775,
"acc,exam_id__USP_2018": 0.5555555555555556,
"acc,exam_id__UNICAMP_2023": 0.7906976744186046,
"acc,exam_id__USP_2023": 0.7045454545454546,
"acc,exam_id__UNICAMP_2021_1": 0.4782608695652174,
"acc,exam_id__UNICAMP_2024": 0.6,
"acc,exam_id__USP_2024": 0.7560975609756098,
"acc,exam_id__UNICAMP_2020": 0.6727272727272727,
"acc,exam_id__UNICAMP_2021_2": 0.5294117647058824,
"acc,exam_id__UNICAMP_2019": 0.66,
"acc,exam_id__USP_2021": 0.6153846153846154,
"acc,exam_id__UNICAMP_2022": 0.6666666666666666,
"acc,exam_id__USP_2020": 0.5,
"acc,exam_id__USP_2019": 0.5,
"main_score": 0.6022253129346314
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.49521640091116176,
"acc,exam_id__2016-20a": 0.4375,
"acc,exam_id__2011-03": 0.4444444444444444,
"acc,exam_id__2018-25": 0.45,
"acc,exam_id__2014-14": 0.5625,
"acc,exam_id__2017-24": 0.3625,
"acc,exam_id__2015-18": 0.575,
"acc,exam_id__2011-04": 0.45,
"acc,exam_id__2015-17": 0.6794871794871795,
"acc,exam_id__2013-10": 0.4875,
"acc,exam_id__2010-02": 0.51,
"acc,exam_id__2016-20": 0.45,
"acc,exam_id__2012-09": 0.44155844155844154,
"acc,exam_id__2012-06": 0.575,
"acc,exam_id__2017-23": 0.475,
"acc,exam_id__2012-06a": 0.5125,
"acc,exam_id__2012-08": 0.4375,
"acc,exam_id__2014-15": 0.6025641025641025,
"acc,exam_id__2012-07": 0.4875,
"acc,exam_id__2014-13": 0.5125,
"acc,exam_id__2013-11": 0.4375,
"acc,exam_id__2010-01": 0.36470588235294116,
"acc,exam_id__2016-21": 0.475,
"acc,exam_id__2013-12": 0.5125,
"acc,exam_id__2017-22": 0.625,
"acc,exam_id__2011-05": 0.475,
"acc,exam_id__2016-19": 0.5256410256410257,
"acc,exam_id__2015-16": 0.525,
"main_score": 0.49521640091116176
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.61773132029976,
"acc,all": 0.926062091503268,
"main_score": 0.61773132029976
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.8239880630155871,
"mse,all": 0.40034313725490195,
"main_score": 0.8239880630155871
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.7984830206980806,
"acc,all": 0.8446153846153847,
"main_score": 0.7984830206980806
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.7790834886956947,
"acc,all": 0.7878571428571428,
"main_score": 0.7790834886956947
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7330226721453221,
"acc,all": 0.7591069330199764,
"main_score": 0.7330226721453221
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.533069727855328,
"acc,all": 0.7502487562189055,
"main_score": 0.533069727855328
}
},
"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": 1645.039188243527,
"min_seq_length": 1379,
"max_seq_length": 2643,
"max_ctx_length": 4064,
"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": 1744.9262865090404,
"min_seq_length": 1368,
"max_seq_length": 2545,
"max_ctx_length": 4064,
"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": 1390.764464692483,
"min_seq_length": 1124,
"max_seq_length": 1893,
"max_ctx_length": 4064,
"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": 1451.7455065359477,
"min_seq_length": 1428,
"max_seq_length": 1518,
"max_ctx_length": 4064,
"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": 1675.7455065359477,
"min_seq_length": 1652,
"max_seq_length": 1742,
"max_ctx_length": 4064,
"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": 1691.9876923076922,
"min_seq_length": 1636,
"max_seq_length": 1812,
"max_ctx_length": 4064,
"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": 1462.3878571428572,
"min_seq_length": 1439,
"max_seq_length": 1713,
"max_ctx_length": 4064,
"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": 1963.3360752056403,
"min_seq_length": 1928,
"max_seq_length": 2002,
"max_ctx_length": 4064,
"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": 1709.2492537313433,
"min_seq_length": 1688,
"max_seq_length": 1804,
"max_ctx_length": 4064,
"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
}
}