llm_pt_leaderboard_results / mosaicml /mpt-7b /results_2024-02-09T05-01-56.623731.json
eduagarcia's picture
Updating model mosaicml/mpt-7b
a5d0254 verified
raw
history blame
14.2 kB
{
"config_general": {
"start_date": "2024-02-09T05-01-56.623731",
"start_time": 1707454917.199964,
"end_time": 1707458844.93746,
"total_evaluation_time_seconds": 3927.7374958992004,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "67cf22a4e6809edb7308dd0a2ae2c1ffb86f4984",
"model_dtype": "bfloat16",
"model_memory_footprint": 13298573312,
"model_num_parameters": 6649286656,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:1",
"batch_size": 32,
"max_length": 2048,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"model_name": "mosaicml/mpt-7b",
"job_id": 118,
"model_id": "mosaicml/mpt-7b_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "MPTForCausalLM",
"submitted_time": "2024-02-05T23:17:48Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.0.0"
},
"results": {
"all_grouped_average": 0.28353473637527765,
"all_grouped_npm": -0.012502837290246954,
"all_grouped": {
"enem_challenge": 0.2106368089573128,
"bluex": 0.22531293463143254,
"oab_exams": 0.26469248291571756,
"assin2_rte": 0.34145160422532683,
"assin2_sts": 0.18509682219401635,
"faquad_nli": 0.4605164949992536,
"sparrow_pt": 0.29703600670388386
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.2106368089573128,
"harness|bluex|bluex|None|3": 0.22531293463143254,
"harness|oab_exams|oab_exams|None|3": 0.26469248291571756,
"harness|assin2_rte|assin2_rte|None|15": 0.34145160422532683,
"harness|assin2_sts|assin2_sts|None|15": 0.18509682219401635,
"harness|faquad_nli|faquad_nli|None|15": 0.4605164949992536,
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.07198300590009021,
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.561496481580774,
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.2435364093900679,
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.31112812994460337
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.2106368089573128,
"acc,exam_id__2023": 0.2518518518518518,
"acc,exam_id__2009": 0.23478260869565218,
"acc,exam_id__2013": 0.18518518518518517,
"acc,exam_id__2011": 0.2222222222222222,
"acc,exam_id__2014": 0.24770642201834864,
"acc,exam_id__2016_2": 0.15447154471544716,
"acc,exam_id__2022": 0.18045112781954886,
"acc,exam_id__2017": 0.1896551724137931,
"acc,exam_id__2016": 0.17355371900826447,
"acc,exam_id__2015": 0.23529411764705882,
"acc,exam_id__2012": 0.22413793103448276,
"acc,exam_id__2010": 0.23076923076923078,
"main_score": 0.2106368089573128
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.22531293463143254,
"acc,exam_id__USP_2018": 0.18518518518518517,
"acc,exam_id__USP_2024": 0.14634146341463414,
"acc,exam_id__USP_2021": 0.17307692307692307,
"acc,exam_id__UNICAMP_2021_1": 0.10869565217391304,
"acc,exam_id__USP_2020": 0.26785714285714285,
"acc,exam_id__USP_2022": 0.12244897959183673,
"acc,exam_id__UNICAMP_2022": 0.2564102564102564,
"acc,exam_id__UNICAMP_2020": 0.2545454545454545,
"acc,exam_id__USP_2023": 0.18181818181818182,
"acc,exam_id__USP_2019": 0.225,
"acc,exam_id__UNICAMP_2023": 0.27906976744186046,
"acc,exam_id__UNICAMP_2024": 0.2,
"acc,exam_id__UNICAMP_2021_2": 0.3333333333333333,
"acc,exam_id__UNICAMP_2019": 0.26,
"acc,exam_id__UNICAMP_2018": 0.35185185185185186,
"main_score": 0.22531293463143254
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.26469248291571756,
"acc,exam_id__2010-01": 0.3058823529411765,
"acc,exam_id__2017-24": 0.375,
"acc,exam_id__2016-21": 0.2375,
"acc,exam_id__2016-19": 0.28205128205128205,
"acc,exam_id__2013-12": 0.35,
"acc,exam_id__2015-17": 0.23076923076923078,
"acc,exam_id__2012-09": 0.22077922077922077,
"acc,exam_id__2014-14": 0.2,
"acc,exam_id__2013-10": 0.2375,
"acc,exam_id__2012-06a": 0.2375,
"acc,exam_id__2016-20a": 0.2,
"acc,exam_id__2018-25": 0.2625,
"acc,exam_id__2011-04": 0.2875,
"acc,exam_id__2011-05": 0.2875,
"acc,exam_id__2017-22": 0.275,
"acc,exam_id__2014-13": 0.2625,
"acc,exam_id__2012-08": 0.2625,
"acc,exam_id__2013-11": 0.2375,
"acc,exam_id__2011-03": 0.26262626262626265,
"acc,exam_id__2012-07": 0.225,
"acc,exam_id__2015-16": 0.225,
"acc,exam_id__2014-15": 0.2564102564102564,
"acc,exam_id__2010-02": 0.37,
"acc,exam_id__2016-20": 0.225,
"acc,exam_id__2017-23": 0.2125,
"acc,exam_id__2012-06": 0.2875,
"acc,exam_id__2015-18": 0.3,
"main_score": 0.26469248291571756
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.34145160422532683,
"acc,all": 0.5036764705882353,
"main_score": 0.34145160422532683
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.18509682219401635,
"mse,all": 2.0650204248366015,
"main_score": 0.18509682219401635
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.4605164949992536,
"acc,all": 0.7861538461538462,
"main_score": 0.4605164949992536
},
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": {
"f1_macro,all": 0.07198300590009021,
"acc,all": 0.11,
"main_score": 0.07198300590009021
},
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": {
"f1_macro,all": 0.561496481580774,
"acc,all": 0.578,
"main_score": 0.561496481580774
},
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": {
"f1_macro,all": 0.2435364093900679,
"acc,all": 0.218,
"main_score": 0.2435364093900679
},
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": {
"f1_macro,all": 0.31112812994460337,
"acc,all": 0.382,
"main_score": 0.31112812994460337
}
},
"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": 15,
"non_truncated": 1414,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 16,
"mean_seq_length": 1542.0517844646606,
"min_seq_length": 1291,
"max_seq_length": 2503,
"max_ctx_length": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9888033589923024
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 2,
"non_truncated": 717,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 2,
"mean_seq_length": 1324.076495132128,
"min_seq_length": 953,
"max_seq_length": 2108,
"max_ctx_length": 2016,
"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": 1324.5503416856493,
"min_seq_length": 1061,
"max_seq_length": 1789,
"max_ctx_length": 2016,
"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": 2016,
"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": 2016,
"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": 2016,
"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": 2016,
"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": 2016,
"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": 2016,
"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": 2016,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 17,
"non_truncated": 11872,
"padded": 0,
"non_padded": 11889,
"fewshots_truncated": 18
}
}