llm_pt_leaderboard_results / h2oai /h2o-danube2-1.8b-chat /results_2024-04-12T02-23-05.169659.json
eduagarcia's picture
Updating model h2oai/h2o-danube2-1.8b-chat
570d028 verified
raw
history blame
13.3 kB
{
"config_general": {
"start_date": "2024-04-12T02-23-05.169659",
"start_time": 1712888586.0589957,
"end_time": 1712920682.9632225,
"total_evaluation_time_seconds": 32096.904226779938,
"has_chat_template": true,
"chat_type": "assistant_user",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "4000d05999b447ae86529ce6e823bb2f469c2a41",
"model_dtype": "bfloat16",
"model_memory_footprint": 3725320960,
"model_num_parameters": 1831201280,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 1,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "h2oai/h2o-danube2-1.8b-chat",
"job_id": 418,
"model_id": "h2oai/h2o-danube2-1.8b-chat_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": "MistralForCausalLM",
"submitted_time": "2024-04-09T04:44:22Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.4772743089632859,
"all_grouped_npm": 0.24873393821182585,
"all_grouped": {
"enem_challenge": 0.29111266620014,
"bluex": 0.2809457579972184,
"oab_exams": 0.310250569476082,
"assin2_rte": 0.6528434251160538,
"assin2_sts": 0.19401751168680534,
"faquad_nli": 0.571463395716296,
"hatebr_offensive": 0.8305959621797061,
"portuguese_hate_speech": 0.635369944936732,
"tweetsentbr": 0.5288695473605395
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.29111266620014,
"harness|bluex|bluex|None|3": 0.2809457579972184,
"harness|oab_exams|oab_exams|None|3": 0.310250569476082,
"harness|assin2_rte|assin2_rte|None|15": 0.6528434251160538,
"harness|assin2_sts|assin2_sts|None|15": 0.19401751168680534,
"harness|faquad_nli|faquad_nli|None|15": 0.571463395716296,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8305959621797061,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.635369944936732,
"harness|tweetsentbr|tweetsentbr|None|25": 0.5288695473605395
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.29111266620014,
"acc,exam_id__2009": 0.2608695652173913,
"acc,exam_id__2016_2": 0.2845528455284553,
"acc,exam_id__2017": 0.2672413793103448,
"acc,exam_id__2010": 0.3418803418803419,
"acc,exam_id__2014": 0.28440366972477066,
"acc,exam_id__2023": 0.22962962962962963,
"acc,exam_id__2016": 0.2809917355371901,
"acc,exam_id__2015": 0.2773109243697479,
"acc,exam_id__2013": 0.3148148148148148,
"acc,exam_id__2012": 0.3706896551724138,
"acc,exam_id__2011": 0.26495726495726496,
"acc,exam_id__2022": 0.3233082706766917,
"main_score": 0.29111266620014
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.2809457579972184,
"acc,exam_id__UNICAMP_2020": 0.2727272727272727,
"acc,exam_id__UNICAMP_2023": 0.4418604651162791,
"acc,exam_id__USP_2020": 0.23214285714285715,
"acc,exam_id__UNICAMP_2021_1": 0.34782608695652173,
"acc,exam_id__UNICAMP_2018": 0.2962962962962963,
"acc,exam_id__USP_2022": 0.24489795918367346,
"acc,exam_id__USP_2024": 0.12195121951219512,
"acc,exam_id__UNICAMP_2022": 0.38461538461538464,
"acc,exam_id__UNICAMP_2024": 0.28888888888888886,
"acc,exam_id__USP_2021": 0.25,
"acc,exam_id__USP_2018": 0.12962962962962962,
"acc,exam_id__UNICAMP_2019": 0.24,
"acc,exam_id__UNICAMP_2021_2": 0.43137254901960786,
"acc,exam_id__USP_2019": 0.25,
"acc,exam_id__USP_2023": 0.3181818181818182,
"main_score": 0.2809457579972184
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.310250569476082,
"acc,exam_id__2012-09": 0.2857142857142857,
"acc,exam_id__2012-06": 0.275,
"acc,exam_id__2012-07": 0.3375,
"acc,exam_id__2010-02": 0.32,
"acc,exam_id__2013-11": 0.3375,
"acc,exam_id__2016-21": 0.3,
"acc,exam_id__2017-22": 0.3125,
"acc,exam_id__2016-20a": 0.2125,
"acc,exam_id__2013-10": 0.4375,
"acc,exam_id__2011-03": 0.2828282828282828,
"acc,exam_id__2017-23": 0.3125,
"acc,exam_id__2011-04": 0.2,
"acc,exam_id__2016-19": 0.3076923076923077,
"acc,exam_id__2016-20": 0.375,
"acc,exam_id__2017-24": 0.275,
"acc,exam_id__2014-13": 0.4,
"acc,exam_id__2011-05": 0.3375,
"acc,exam_id__2014-14": 0.2375,
"acc,exam_id__2013-12": 0.2625,
"acc,exam_id__2012-08": 0.4125,
"acc,exam_id__2014-15": 0.3333333333333333,
"acc,exam_id__2015-17": 0.3333333333333333,
"acc,exam_id__2012-06a": 0.25,
"acc,exam_id__2015-18": 0.3,
"acc,exam_id__2010-01": 0.3058823529411765,
"acc,exam_id__2015-16": 0.275,
"acc,exam_id__2018-25": 0.3625,
"main_score": 0.310250569476082
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.6528434251160538,
"acc,all": 0.670751633986928,
"main_score": 0.6528434251160538
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.19401751168680534,
"mse,all": 1.147071879847705,
"main_score": 0.19401751168680534
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.571463395716296,
"acc,all": 0.6338461538461538,
"main_score": 0.571463395716296
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8305959621797061,
"acc,all": 0.8307142857142857,
"main_score": 0.8305959621797061
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.635369944936732,
"acc,all": 0.6686251468860165,
"main_score": 0.635369944936732
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.5288695473605395,
"acc,all": 0.6019900497512438,
"main_score": 0.5288695473605395
}
},
"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": 2,
"non_truncated": 1427,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 2,
"mean_seq_length": 1668.039188243527,
"min_seq_length": 1402,
"max_seq_length": 2666,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.998600419874038
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 2,
"non_truncated": 717,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 2,
"mean_seq_length": 1767.9262865090404,
"min_seq_length": 1391,
"max_seq_length": 2568,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9972183588317107
},
"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": 1413.764464692483,
"min_seq_length": 1147,
"max_seq_length": 1916,
"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": 1549.7455065359477,
"min_seq_length": 1526,
"max_seq_length": 1616,
"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": 1758.7455065359477,
"min_seq_length": 1735,
"max_seq_length": 1825,
"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": 1774.9876923076922,
"min_seq_length": 1719,
"max_seq_length": 1895,
"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": 1595.3878571428572,
"min_seq_length": 1572,
"max_seq_length": 1846,
"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": 2096.3360752056406,
"min_seq_length": 2061,
"max_seq_length": 2135,
"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": 1842.2492537313433,
"min_seq_length": 1821,
"max_seq_length": 1937,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 4,
"non_truncated": 14146,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 4
}
}