llm_pt_leaderboard_raw_results
/
Magpie-Align
/MagpieLM-8B-SFT-v0.1
/results_2024-10-04T07-18-43.453507.json
| { | |
| "config_general": { | |
| "start_date": "2024-10-04T07-18-43.453507", | |
| "start_time": 1728026324.210543, | |
| "end_time": 1728030207.922418, | |
| "total_evaluation_time_seconds": 3883.7118752002716, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "b91f605a511707cb3b7f0893a8ed80c77b32d5a8", | |
| "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/MagpieLM-8B-SFT-v0.1", | |
| "job_id": 1153, | |
| "model_id": "Magpie-Align/MagpieLM-8B-SFT-v0.1_eval_request_b91f605_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "b91f605a511707cb3b7f0893a8ed80c77b32d5a8", | |
| "model_private": false, | |
| "model_type": "🔶 : fine-tuned/fp on domain-specific datasets", | |
| "model_architectures": "LlamaForCausalLM", | |
| "submitted_time": "2024-09-29T03:59:52Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.636965556251313, | |
| "all_grouped_npm": 0.44809005666398427, | |
| "all_grouped": { | |
| "enem_challenge": 0.6731980405878236, | |
| "bluex": 0.545201668984701, | |
| "oab_exams": 0.48200455580865603, | |
| "assin2_rte": 0.8752699434198592, | |
| "assin2_sts": 0.7220511644434541, | |
| "faquad_nli": 0.7227240790926428, | |
| "hatebr_offensive": 0.8505056727758098, | |
| "portuguese_hate_speech": 0.41745304367503955, | |
| "tweetsentbr": 0.444281837473832 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.6731980405878236, | |
| "harness|bluex|bluex|None|3": 0.545201668984701, | |
| "harness|oab_exams|oab_exams|None|3": 0.48200455580865603, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.8752699434198592, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7220511644434541, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7227240790926428, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8505056727758098, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.41745304367503955, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.444281837473832 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.6731980405878236, | |
| "acc,exam_id__2017": 0.7155172413793104, | |
| "acc,exam_id__2011": 0.7692307692307693, | |
| "acc,exam_id__2016": 0.6528925619834711, | |
| "acc,exam_id__2015": 0.680672268907563, | |
| "acc,exam_id__2016_2": 0.6585365853658537, | |
| "acc,exam_id__2014": 0.6697247706422018, | |
| "acc,exam_id__2013": 0.6759259259259259, | |
| "acc,exam_id__2022": 0.6015037593984962, | |
| "acc,exam_id__2023": 0.7333333333333333, | |
| "acc,exam_id__2012": 0.6637931034482759, | |
| "acc,exam_id__2010": 0.6153846153846154, | |
| "acc,exam_id__2009": 0.6434782608695652, | |
| "main_score": 0.6731980405878236 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.545201668984701, | |
| "acc,exam_id__USP_2018": 0.3888888888888889, | |
| "acc,exam_id__UNICAMP_2019": 0.62, | |
| "acc,exam_id__UNICAMP_2021_1": 0.43478260869565216, | |
| "acc,exam_id__USP_2020": 0.5535714285714286, | |
| "acc,exam_id__USP_2021": 0.4807692307692308, | |
| "acc,exam_id__UNICAMP_2020": 0.5454545454545454, | |
| "acc,exam_id__UNICAMP_2022": 0.6410256410256411, | |
| "acc,exam_id__UNICAMP_2024": 0.5777777777777777, | |
| "acc,exam_id__USP_2019": 0.55, | |
| "acc,exam_id__UNICAMP_2023": 0.7209302325581395, | |
| "acc,exam_id__UNICAMP_2018": 0.5370370370370371, | |
| "acc,exam_id__USP_2023": 0.5909090909090909, | |
| "acc,exam_id__USP_2022": 0.4489795918367347, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5294117647058824, | |
| "acc,exam_id__USP_2024": 0.6341463414634146, | |
| "main_score": 0.545201668984701 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.48200455580865603, | |
| "acc,exam_id__2014-13": 0.425, | |
| "acc,exam_id__2014-14": 0.55, | |
| "acc,exam_id__2014-15": 0.6282051282051282, | |
| "acc,exam_id__2018-25": 0.475, | |
| "acc,exam_id__2013-10": 0.5, | |
| "acc,exam_id__2010-02": 0.47, | |
| "acc,exam_id__2015-18": 0.4625, | |
| "acc,exam_id__2011-03": 0.40404040404040403, | |
| "acc,exam_id__2012-07": 0.5, | |
| "acc,exam_id__2016-19": 0.5769230769230769, | |
| "acc,exam_id__2017-22": 0.525, | |
| "acc,exam_id__2012-08": 0.525, | |
| "acc,exam_id__2017-24": 0.425, | |
| "acc,exam_id__2016-20": 0.5, | |
| "acc,exam_id__2013-12": 0.5375, | |
| "acc,exam_id__2011-04": 0.3875, | |
| "acc,exam_id__2016-21": 0.375, | |
| "acc,exam_id__2016-20a": 0.425, | |
| "acc,exam_id__2015-17": 0.5897435897435898, | |
| "acc,exam_id__2015-16": 0.5, | |
| "acc,exam_id__2010-01": 0.4117647058823529, | |
| "acc,exam_id__2012-09": 0.33766233766233766, | |
| "acc,exam_id__2017-23": 0.475, | |
| "acc,exam_id__2011-05": 0.475, | |
| "acc,exam_id__2012-06": 0.5625, | |
| "acc,exam_id__2013-11": 0.4375, | |
| "acc,exam_id__2012-06a": 0.5625, | |
| "main_score": 0.48200455580865603 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.8752699434198592, | |
| "acc,all": 0.8766339869281046, | |
| "main_score": 0.8752699434198592 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7220511644434541, | |
| "mse,all": 0.8597140522875815, | |
| "main_score": 0.7220511644434541 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7227240790926428, | |
| "acc,all": 0.7907692307692308, | |
| "main_score": 0.7227240790926428 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.8505056727758098, | |
| "acc,all": 0.8514285714285714, | |
| "main_score": 0.8505056727758098 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.41745304367503955, | |
| "acc,all": 0.4312573443008226, | |
| "main_score": 0.41745304367503955 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.444281837473832, | |
| "acc,all": 0.5383084577114428, | |
| "main_score": 0.444281837473832 | |
| } | |
| }, | |
| "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 | |
| } | |
| } |