eduagarcia's picture
Uploading raw results for Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.3
eb5a10c verified
raw
history blame
13.3 kB
{
"config_general": {
"start_date": "2024-08-12T03-10-50.370471",
"start_time": 1723432251.290564,
"end_time": 1723436107.3883414,
"total_evaluation_time_seconds": 3856.097777366638,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "d2578eb754d1c20efe604749296580f680950917",
"model_dtype": "bfloat16",
"model_memory_footprint": 16060530944,
"model_num_parameters": 8030261248,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 8,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.3",
"job_id": 1015,
"model_id": "Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.3_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🔶 : fine-tuned/fp on domain-specific datasets",
"model_architectures": "LlamaForCausalLM",
"submitted_time": "2024-08-06T18:05:08Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6448086131116308,
"all_grouped_npm": 0.46243786013359844,
"all_grouped": {
"enem_challenge": 0.6466060181945417,
"bluex": 0.5340751043115438,
"oab_exams": 0.428246013667426,
"assin2_rte": 0.8818500830491456,
"assin2_sts": 0.7136318187555281,
"faquad_nli": 0.6780660377358491,
"hatebr_offensive": 0.8563282210891179,
"portuguese_hate_speech": 0.446240328464855,
"tweetsentbr": 0.6182338927366704
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6466060181945417,
"harness|bluex|bluex|None|3": 0.5340751043115438,
"harness|oab_exams|oab_exams|None|3": 0.428246013667426,
"harness|assin2_rte|assin2_rte|None|15": 0.8818500830491456,
"harness|assin2_sts|assin2_sts|None|15": 0.7136318187555281,
"harness|faquad_nli|faquad_nli|None|15": 0.6780660377358491,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8563282210891179,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.446240328464855,
"harness|tweetsentbr|tweetsentbr|None|25": 0.6182338927366704
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6466060181945417,
"acc,exam_id__2011": 0.6923076923076923,
"acc,exam_id__2010": 0.6752136752136753,
"acc,exam_id__2009": 0.6260869565217392,
"acc,exam_id__2015": 0.6386554621848739,
"acc,exam_id__2017": 0.6810344827586207,
"acc,exam_id__2014": 0.6605504587155964,
"acc,exam_id__2022": 0.6015037593984962,
"acc,exam_id__2012": 0.6206896551724138,
"acc,exam_id__2023": 0.6814814814814815,
"acc,exam_id__2016_2": 0.6260162601626016,
"acc,exam_id__2016": 0.6033057851239669,
"acc,exam_id__2013": 0.6574074074074074,
"main_score": 0.6466060181945417
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5340751043115438,
"acc,exam_id__UNICAMP_2018": 0.5185185185185185,
"acc,exam_id__USP_2022": 0.46938775510204084,
"acc,exam_id__UNICAMP_2019": 0.5,
"acc,exam_id__UNICAMP_2020": 0.5272727272727272,
"acc,exam_id__USP_2024": 0.6341463414634146,
"acc,exam_id__UNICAMP_2024": 0.5777777777777777,
"acc,exam_id__USP_2021": 0.5,
"acc,exam_id__UNICAMP_2021_2": 0.5294117647058824,
"acc,exam_id__UNICAMP_2021_1": 0.5434782608695652,
"acc,exam_id__UNICAMP_2022": 0.6410256410256411,
"acc,exam_id__USP_2023": 0.6363636363636364,
"acc,exam_id__UNICAMP_2023": 0.6046511627906976,
"acc,exam_id__USP_2018": 0.3888888888888889,
"acc,exam_id__USP_2020": 0.48214285714285715,
"acc,exam_id__USP_2019": 0.55,
"main_score": 0.5340751043115438
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.428246013667426,
"acc,exam_id__2017-24": 0.3,
"acc,exam_id__2013-12": 0.475,
"acc,exam_id__2015-18": 0.375,
"acc,exam_id__2018-25": 0.375,
"acc,exam_id__2016-19": 0.4358974358974359,
"acc,exam_id__2010-01": 0.3411764705882353,
"acc,exam_id__2016-20": 0.525,
"acc,exam_id__2016-21": 0.4,
"acc,exam_id__2011-04": 0.425,
"acc,exam_id__2014-15": 0.5384615384615384,
"acc,exam_id__2010-02": 0.35,
"acc,exam_id__2013-10": 0.45,
"acc,exam_id__2012-07": 0.45,
"acc,exam_id__2015-17": 0.5641025641025641,
"acc,exam_id__2013-11": 0.5125,
"acc,exam_id__2012-09": 0.3246753246753247,
"acc,exam_id__2015-16": 0.425,
"acc,exam_id__2012-08": 0.45,
"acc,exam_id__2011-03": 0.3838383838383838,
"acc,exam_id__2016-20a": 0.4125,
"acc,exam_id__2014-13": 0.3625,
"acc,exam_id__2017-23": 0.425,
"acc,exam_id__2012-06": 0.425,
"acc,exam_id__2011-05": 0.3875,
"acc,exam_id__2014-14": 0.525,
"acc,exam_id__2012-06a": 0.4625,
"acc,exam_id__2017-22": 0.5,
"main_score": 0.428246013667426
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.8818500830491456,
"acc,all": 0.8827614379084967,
"main_score": 0.8818500830491456
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.7136318187555281,
"mse,all": 0.6837173202614378,
"main_score": 0.7136318187555281
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.6780660377358491,
"acc,all": 0.8061538461538461,
"main_score": 0.6780660377358491
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8563282210891179,
"acc,all": 0.8564285714285714,
"main_score": 0.8563282210891179
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.446240328464855,
"acc,all": 0.4535840188014101,
"main_score": 0.446240328464855
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.6182338927366704,
"acc,all": 0.6935323383084577,
"main_score": 0.6182338927366704
}
},
"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": 1412.3547935619315,
"min_seq_length": 1187,
"max_seq_length": 2340,
"max_ctx_length": 2528,
"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": 1484.769123783032,
"min_seq_length": 1165,
"max_seq_length": 2134,
"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": 1220.3772209567198,
"min_seq_length": 988,
"max_seq_length": 1654,
"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": 1318.5322712418301,
"min_seq_length": 1299,
"max_seq_length": 1382,
"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": 1509.5322712418301,
"min_seq_length": 1490,
"max_seq_length": 1573,
"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": 1447.8215384615385,
"min_seq_length": 1402,
"max_seq_length": 1544,
"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": 1279.3878571428572,
"min_seq_length": 1259,
"max_seq_length": 1498,
"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": 1676.4195064629848,
"min_seq_length": 1646,
"max_seq_length": 1708,
"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": 1537.1537313432837,
"min_seq_length": 1520,
"max_seq_length": 1585,
"max_ctx_length": 2528,
"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
}
}