llm_pt_leaderboard_results / stabilityai /stablelm-3b-4e1t /results_2024-02-07T02-35-22.857959.json
eduagarcia's picture
Updating model stabilityai/stablelm-3b-4e1t
162ee4f verified
raw
history blame
14.2 kB
{
"config_general": {
"start_date": "2024-02-07T02-35-22.857959",
"start_time": 1707273323.7945917,
"end_time": 1707276734.282101,
"total_evaluation_time_seconds": 3410.487509250641,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "e3be657f4d1b78eb7520637ba922448a1ee456bd",
"model_dtype": "bfloat16",
"model_memory_footprint": 5601373440,
"model_num_parameters": 2795443200,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:1",
"batch_size": 8,
"max_length": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "stabilityai/stablelm-3b-4e1t",
"job_id": 30,
"model_id": "stabilityai/stablelm-3b-4e1t_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "StableLMEpochForCausalLM",
"submitted_time": "2024-02-05T23:05:12Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.29155818238454867,
"all_grouped_npm": 0.015692301906438336,
"all_grouped": {
"enem_challenge": 0.3261021693491952,
"bluex": 0.29346314325452016,
"oab_exams": 0.24829157175398633,
"assin2_rte": 0.47137420034010846,
"assin2_sts": 0.006939634514205151,
"faquad_nli": 0.4471267110923455,
"sparrow_pt": 0.24760984638747965
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.3261021693491952,
"harness|bluex|bluex|None|3": 0.29346314325452016,
"harness|oab_exams|oab_exams|None|3": 0.24829157175398633,
"harness|assin2_rte|assin2_rte|None|15": 0.47137420034010846,
"harness|assin2_sts|assin2_sts|None|15": 0.006939634514205151,
"harness|faquad_nli|faquad_nli|None|15": 0.4471267110923455,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.06237950996337312,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.34120392614455347,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.19365206594684647
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.3261021693491952,
"acc,exam_id__2016_2": 0.3170731707317073,
"acc,exam_id__2016": 0.256198347107438,
"acc,exam_id__2010": 0.36752136752136755,
"acc,exam_id__2014": 0.3944954128440367,
"acc,exam_id__2023": 0.3925925925925926,
"acc,exam_id__2017": 0.29310344827586204,
"acc,exam_id__2015": 0.2605042016806723,
"acc,exam_id__2012": 0.3706896551724138,
"acc,exam_id__2022": 0.3082706766917293,
"acc,exam_id__2013": 0.26851851851851855,
"acc,exam_id__2009": 0.3739130434782609,
"acc,exam_id__2011": 0.3076923076923077,
"main_score": 0.3261021693491952
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.29346314325452016,
"acc,exam_id__USP_2019": 0.3,
"acc,exam_id__UNICAMP_2018": 0.25925925925925924,
"acc,exam_id__UNICAMP_2020": 0.2909090909090909,
"acc,exam_id__UNICAMP_2023": 0.3953488372093023,
"acc,exam_id__UNICAMP_2024": 0.4444444444444444,
"acc,exam_id__UNICAMP_2019": 0.18,
"acc,exam_id__UNICAMP_2021_2": 0.27450980392156865,
"acc,exam_id__USP_2022": 0.2857142857142857,
"acc,exam_id__USP_2020": 0.3392857142857143,
"acc,exam_id__USP_2018": 0.25925925925925924,
"acc,exam_id__USP_2021": 0.21153846153846154,
"acc,exam_id__USP_2023": 0.25,
"acc,exam_id__USP_2024": 0.2926829268292683,
"acc,exam_id__UNICAMP_2021_1": 0.34782608695652173,
"acc,exam_id__UNICAMP_2022": 0.3076923076923077,
"main_score": 0.29346314325452016
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.24829157175398633,
"acc,exam_id__2014-13": 0.2625,
"acc,exam_id__2012-07": 0.1875,
"acc,exam_id__2012-09": 0.2077922077922078,
"acc,exam_id__2011-03": 0.26262626262626265,
"acc,exam_id__2012-08": 0.2125,
"acc,exam_id__2015-17": 0.2948717948717949,
"acc,exam_id__2014-15": 0.21794871794871795,
"acc,exam_id__2017-24": 0.2625,
"acc,exam_id__2015-16": 0.25,
"acc,exam_id__2017-23": 0.25,
"acc,exam_id__2011-04": 0.2375,
"acc,exam_id__2010-02": 0.26,
"acc,exam_id__2016-19": 0.2564102564102564,
"acc,exam_id__2012-06": 0.275,
"acc,exam_id__2012-06a": 0.25,
"acc,exam_id__2013-12": 0.175,
"acc,exam_id__2017-22": 0.25,
"acc,exam_id__2010-01": 0.25882352941176473,
"acc,exam_id__2013-10": 0.2125,
"acc,exam_id__2014-14": 0.275,
"acc,exam_id__2018-25": 0.3,
"acc,exam_id__2016-20a": 0.3125,
"acc,exam_id__2015-18": 0.275,
"acc,exam_id__2011-05": 0.25,
"acc,exam_id__2013-11": 0.2125,
"acc,exam_id__2016-20": 0.2625,
"acc,exam_id__2016-21": 0.225,
"main_score": 0.24829157175398633
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.47137420034010846,
"acc,all": 0.5686274509803921,
"main_score": 0.47137420034010846
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.006939634514205151,
"mse,all": 2.3510498366013075,
"main_score": 0.006939634514205151
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.4471267110923455,
"acc,all": 0.7861538461538462,
"main_score": 0.4471267110923455
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.06237950996337312,
"acc,all": 0.12,
"main_score": 0.06237950996337312
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"f1_macro,all": 0.3932038834951456,
"acc,all": 0.648,
"main_score": 0.3932038834951456
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"f1_macro,all": 0.34120392614455347,
"acc,all": 0.738,
"main_score": 0.34120392614455347
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.19365206594684647,
"acc,all": 0.354,
"main_score": 0.19365206594684647
}
},
"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|sparrow_pt|sparrow_emotion-2021-cortiz-por": "LM Harness task",
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": "LM Harness task",
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": "LM Harness task",
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": "LM Harness task"
},
"versions": {
"all": 0,
"harness|enem_challenge|enem_challenge": 1.0,
"harness|bluex|bluex": 1.0,
"harness|oab_exams|oab_exams": 1.4,
"harness|assin2_rte|assin2_rte": 1.0,
"harness|assin2_sts|assin2_sts": 1.0,
"harness|faquad_nli|faquad_nli": 1.0,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": 1.0,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": 1.0,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": 1.0,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": 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": 1542.0517844646606,
"min_seq_length": 1291,
"max_seq_length": 2503,
"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": 1324.076495132128,
"min_seq_length": 953,
"max_seq_length": 2108,
"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": 1324.5503416856493,
"min_seq_length": 1061,
"max_seq_length": 1789,
"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": 1259.0061274509803,
"min_seq_length": 1236,
"max_seq_length": 1325,
"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": 1392.0061274509803,
"min_seq_length": 1369,
"max_seq_length": 1458,
"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": 1540.8153846153846,
"min_seq_length": 1487,
"max_seq_length": 1650,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"mean_original_fewshots_size": 15.0,
"mean_effective_fewshot_size": 15.0
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1744.524,
"min_seq_length": 1723,
"max_seq_length": 1777,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1716.684,
"min_seq_length": 1693,
"max_seq_length": 1754,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1425.294,
"min_seq_length": 1408,
"max_seq_length": 1461,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"sample_size": 500,
"truncated": 0,
"non_truncated": 500,
"padded": 0,
"non_padded": 500,
"fewshots_truncated": 0,
"mean_seq_length": 1577.602,
"min_seq_length": 1560,
"max_seq_length": 1607,
"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": 11889,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 0
}
}