llm_pt_leaderboard_raw_results
/
meta-llama
/Llama-2-70b-hf
/results_2024-03-03T17-30-43.105337.json
| { | |
| "config_general": { | |
| "start_date": "2024-03-03T17-30-43.105337", | |
| "start_time": 1709487043.6963603, | |
| "end_time": 1709510224.7273061, | |
| "total_evaluation_time_seconds": 23181.030945777893, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 2, | |
| "accelerate_num_process": null, | |
| "model_sha": "90052941a64de02075ca800b09fcea1bdaacb939", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 138137866240, | |
| "model_num_parameters": 68976648192, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 2, | |
| "max_length": 4096, | |
| "max_ctx_length": 4064, | |
| "max_gen_toks": 32, | |
| "model_name": "meta-llama/Llama-2-70b-hf", | |
| "job_id": 287, | |
| "model_id": "meta-llama/Llama-2-70b-hf_eval_request_False_float16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🟢 : pretrained", | |
| "model_architectures": "LlamaForCausalLM", | |
| "submitted_time": "2024-02-05T23:05:49Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6772842585120299, | |
| "all_grouped_npm": 0.49752162525696636, | |
| "all_grouped": { | |
| "enem_challenge": 0.7158852344296711, | |
| "bluex": 0.6133518776077886, | |
| "oab_exams": 0.5362186788154898, | |
| "assin2_rte": 0.8864508287693933, | |
| "assin2_sts": 0.7914176878754884, | |
| "faquad_nli": 0.45391686964720673, | |
| "hatebr_offensive": 0.8281282837173397, | |
| "portuguese_hate_speech": 0.5812470973306499, | |
| "tweetsentbr": 0.6889417684152425 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.7158852344296711, | |
| "harness|bluex|bluex|None|3": 0.6133518776077886, | |
| "harness|oab_exams|oab_exams|None|3": 0.5362186788154898, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.8864508287693933, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7914176878754884, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.45391686964720673, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8281282837173397, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5812470973306499, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.6889417684152425 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.7158852344296711, | |
| "acc,exam_id__2016_2": 0.7479674796747967, | |
| "acc,exam_id__2022": 0.6466165413533834, | |
| "acc,exam_id__2016": 0.6694214876033058, | |
| "acc,exam_id__2010": 0.6923076923076923, | |
| "acc,exam_id__2009": 0.7304347826086957, | |
| "acc,exam_id__2015": 0.7142857142857143, | |
| "acc,exam_id__2013": 0.7222222222222222, | |
| "acc,exam_id__2012": 0.7068965517241379, | |
| "acc,exam_id__2017": 0.7672413793103449, | |
| "acc,exam_id__2011": 0.7777777777777778, | |
| "acc,exam_id__2023": 0.7037037037037037, | |
| "acc,exam_id__2014": 0.7247706422018348, | |
| "main_score": 0.7158852344296711 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.6133518776077886, | |
| "acc,exam_id__USP_2020": 0.6071428571428571, | |
| "acc,exam_id__UNICAMP_2019": 0.68, | |
| "acc,exam_id__UNICAMP_2020": 0.6181818181818182, | |
| "acc,exam_id__USP_2019": 0.65, | |
| "acc,exam_id__USP_2022": 0.5714285714285714, | |
| "acc,exam_id__UNICAMP_2023": 0.6511627906976745, | |
| "acc,exam_id__UNICAMP_2022": 0.7435897435897436, | |
| "acc,exam_id__USP_2021": 0.5, | |
| "acc,exam_id__UNICAMP_2018": 0.6296296296296297, | |
| "acc,exam_id__USP_2018": 0.46296296296296297, | |
| "acc,exam_id__UNICAMP_2021_2": 0.6078431372549019, | |
| "acc,exam_id__USP_2023": 0.7272727272727273, | |
| "acc,exam_id__UNICAMP_2024": 0.5333333333333333, | |
| "acc,exam_id__UNICAMP_2021_1": 0.5, | |
| "acc,exam_id__USP_2024": 0.8048780487804879, | |
| "main_score": 0.6133518776077886 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.5362186788154898, | |
| "acc,exam_id__2014-14": 0.55, | |
| "acc,exam_id__2015-18": 0.5625, | |
| "acc,exam_id__2010-01": 0.32941176470588235, | |
| "acc,exam_id__2012-06a": 0.625, | |
| "acc,exam_id__2012-09": 0.4675324675324675, | |
| "acc,exam_id__2013-12": 0.6375, | |
| "acc,exam_id__2016-19": 0.5512820512820513, | |
| "acc,exam_id__2012-07": 0.575, | |
| "acc,exam_id__2014-13": 0.5125, | |
| "acc,exam_id__2015-17": 0.6410256410256411, | |
| "acc,exam_id__2011-04": 0.45, | |
| "acc,exam_id__2018-25": 0.575, | |
| "acc,exam_id__2010-02": 0.56, | |
| "acc,exam_id__2014-15": 0.6410256410256411, | |
| "acc,exam_id__2015-16": 0.525, | |
| "acc,exam_id__2016-20": 0.5875, | |
| "acc,exam_id__2016-20a": 0.4875, | |
| "acc,exam_id__2013-10": 0.5625, | |
| "acc,exam_id__2011-03": 0.494949494949495, | |
| "acc,exam_id__2017-24": 0.5125, | |
| "acc,exam_id__2017-22": 0.5375, | |
| "acc,exam_id__2011-05": 0.6, | |
| "acc,exam_id__2012-08": 0.475, | |
| "acc,exam_id__2012-06": 0.5125, | |
| "acc,exam_id__2013-11": 0.5625, | |
| "acc,exam_id__2017-23": 0.4875, | |
| "acc,exam_id__2016-21": 0.475, | |
| "main_score": 0.5362186788154898 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.8864508287693933, | |
| "acc,all": 0.8872549019607843, | |
| "main_score": 0.8864508287693933 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7914176878754884, | |
| "mse,all": 0.7405392156862745, | |
| "main_score": 0.7914176878754884 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.45391686964720673, | |
| "acc,all": 0.7861538461538462, | |
| "main_score": 0.45391686964720673 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.8281282837173397, | |
| "acc,all": 0.8314285714285714, | |
| "main_score": 0.8281282837173397 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.5812470973306499, | |
| "acc,all": 0.581668625146886, | |
| "main_score": 0.5812470973306499 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.6889417684152425, | |
| "acc,all": 0.7353233830845771, | |
| "main_score": 0.6889417684152425 | |
| } | |
| }, | |
| "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": 1547.9881035689293, | |
| "min_seq_length": 1295, | |
| "max_seq_length": 2587, | |
| "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": 1668.7426981919332, | |
| "min_seq_length": 1302, | |
| "max_seq_length": 2428, | |
| "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": 1320.4145785876992, | |
| "min_seq_length": 1065, | |
| "max_seq_length": 1802, | |
| "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": 1303.9889705882354, | |
| "min_seq_length": 1281, | |
| "max_seq_length": 1370, | |
| "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": 1527.9889705882354, | |
| "min_seq_length": 1505, | |
| "max_seq_length": 1594, | |
| "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": 1511.1184615384616, | |
| "min_seq_length": 1459, | |
| "max_seq_length": 1618, | |
| "max_ctx_length": 4064, | |
| "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": 1268.9178571428572, | |
| "min_seq_length": 1245, | |
| "max_seq_length": 1515, | |
| "max_ctx_length": 4064, | |
| "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": 1760.801410105758, | |
| "min_seq_length": 1726, | |
| "max_seq_length": 1804, | |
| "max_ctx_length": 4064, | |
| "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": 1527.6845771144278, | |
| "min_seq_length": 1506, | |
| "max_seq_length": 1645, | |
| "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": 14150, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 0 | |
| } | |
| } |