llm_pt_leaderboard_raw_results
/
berkeley-nest
/Starling-LM-7B-alpha
/results_2024-03-08T14-01-57.709558.json
| { | |
| "config_general": { | |
| "start_date": "2024-03-08T14-01-57.709558", | |
| "start_time": 1709906518.3260443, | |
| "end_time": 1709916280.0199296, | |
| "total_evaluation_time_seconds": 9761.693885326385, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "9dc75f55e3b3aed4275ae0dfd71bbbf2c1292ffa", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 14617722880, | |
| "model_num_parameters": 7241748480, | |
| "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": "berkeley-nest/Starling-LM-7B-alpha", | |
| "job_id": 309, | |
| "model_id": "berkeley-nest/Starling-LM-7B-alpha_eval_request_False_bfloat16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
| "model_architectures": "MistralForCausalLM", | |
| "submitted_time": "2024-03-04T14:31:46Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6789838178640438, | |
| "all_grouped_npm": 0.5252770761531216, | |
| "all_grouped": { | |
| "enem_challenge": 0.6403079076277117, | |
| "bluex": 0.5563282336578581, | |
| "oab_exams": 0.4218678815489749, | |
| "assin2_rte": 0.927284475393028, | |
| "assin2_sts": 0.8013588331495842, | |
| "faquad_nli": 0.784159073392008, | |
| "hatebr_offensive": 0.8222299935886227, | |
| "portuguese_hate_speech": 0.7004364967614757, | |
| "tweetsentbr": 0.45688146565713056 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.6403079076277117, | |
| "harness|bluex|bluex|None|3": 0.5563282336578581, | |
| "harness|oab_exams|oab_exams|None|3": 0.4218678815489749, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.927284475393028, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.8013588331495842, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.784159073392008, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8222299935886227, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7004364967614757, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.45688146565713056 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.6403079076277117, | |
| "acc,exam_id__2012": 0.6206896551724138, | |
| "acc,exam_id__2009": 0.6173913043478261, | |
| "acc,exam_id__2014": 0.6146788990825688, | |
| "acc,exam_id__2016_2": 0.6666666666666666, | |
| "acc,exam_id__2010": 0.6239316239316239, | |
| "acc,exam_id__2011": 0.717948717948718, | |
| "acc,exam_id__2013": 0.6759259259259259, | |
| "acc,exam_id__2016": 0.5785123966942148, | |
| "acc,exam_id__2023": 0.6518518518518519, | |
| "acc,exam_id__2017": 0.646551724137931, | |
| "acc,exam_id__2022": 0.6240601503759399, | |
| "acc,exam_id__2015": 0.6470588235294118, | |
| "main_score": 0.6403079076277117 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.5563282336578581, | |
| "acc,exam_id__USP_2024": 0.7317073170731707, | |
| "acc,exam_id__USP_2022": 0.6122448979591837, | |
| "acc,exam_id__USP_2023": 0.6136363636363636, | |
| "acc,exam_id__USP_2020": 0.5357142857142857, | |
| "acc,exam_id__UNICAMP_2020": 0.5636363636363636, | |
| "acc,exam_id__UNICAMP_2021_1": 0.5652173913043478, | |
| "acc,exam_id__UNICAMP_2019": 0.54, | |
| "acc,exam_id__UNICAMP_2023": 0.5581395348837209, | |
| "acc,exam_id__USP_2019": 0.5, | |
| "acc,exam_id__UNICAMP_2024": 0.5111111111111111, | |
| "acc,exam_id__UNICAMP_2022": 0.6410256410256411, | |
| "acc,exam_id__USP_2021": 0.5384615384615384, | |
| "acc,exam_id__USP_2018": 0.5, | |
| "acc,exam_id__UNICAMP_2021_2": 0.4117647058823529, | |
| "acc,exam_id__UNICAMP_2018": 0.5740740740740741, | |
| "main_score": 0.5563282336578581 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.4218678815489749, | |
| "acc,exam_id__2017-24": 0.45, | |
| "acc,exam_id__2012-06": 0.4625, | |
| "acc,exam_id__2012-06a": 0.45, | |
| "acc,exam_id__2015-17": 0.5128205128205128, | |
| "acc,exam_id__2011-04": 0.325, | |
| "acc,exam_id__2017-23": 0.4375, | |
| "acc,exam_id__2016-20a": 0.425, | |
| "acc,exam_id__2011-03": 0.30303030303030304, | |
| "acc,exam_id__2016-19": 0.47435897435897434, | |
| "acc,exam_id__2014-13": 0.3125, | |
| "acc,exam_id__2016-20": 0.375, | |
| "acc,exam_id__2013-10": 0.375, | |
| "acc,exam_id__2015-16": 0.4125, | |
| "acc,exam_id__2013-11": 0.45, | |
| "acc,exam_id__2015-18": 0.45, | |
| "acc,exam_id__2013-12": 0.4875, | |
| "acc,exam_id__2014-15": 0.4358974358974359, | |
| "acc,exam_id__2012-08": 0.4125, | |
| "acc,exam_id__2017-22": 0.45, | |
| "acc,exam_id__2011-05": 0.475, | |
| "acc,exam_id__2012-07": 0.4125, | |
| "acc,exam_id__2012-09": 0.38961038961038963, | |
| "acc,exam_id__2018-25": 0.425, | |
| "acc,exam_id__2010-01": 0.35294117647058826, | |
| "acc,exam_id__2014-14": 0.525, | |
| "acc,exam_id__2016-21": 0.3875, | |
| "acc,exam_id__2010-02": 0.45, | |
| "main_score": 0.4218678815489749 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.927284475393028, | |
| "acc,all": 0.9272875816993464, | |
| "main_score": 0.927284475393028 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.8013588331495842, | |
| "mse,all": 0.4020098039215686, | |
| "main_score": 0.8013588331495842 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.784159073392008, | |
| "acc,all": 0.8323076923076923, | |
| "main_score": 0.784159073392008 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.8222299935886227, | |
| "acc,all": 0.8257142857142857, | |
| "main_score": 0.8222299935886227 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.7004364967614757, | |
| "acc,all": 0.7414806110458284, | |
| "main_score": 0.7004364967614757 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.45688146565713056, | |
| "acc,all": 0.6786069651741293, | |
| "main_score": 0.45688146565713056 | |
| } | |
| }, | |
| "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": 2, | |
| "non_truncated": 1427, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1683.039188243527, | |
| "min_seq_length": 1417, | |
| "max_seq_length": 2681, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.998600419874038 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 2, | |
| "non_truncated": 717, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 2, | |
| "mean_seq_length": 1782.9262865090404, | |
| "min_seq_length": 1406, | |
| "max_seq_length": 2583, | |
| "max_ctx_length": 2528, | |
| "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": 1428.764464692483, | |
| "min_seq_length": 1162, | |
| "max_seq_length": 1931, | |
| "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": 1584.7455065359477, | |
| "min_seq_length": 1561, | |
| "max_seq_length": 1651, | |
| "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": 1824.7455065359477, | |
| "min_seq_length": 1801, | |
| "max_seq_length": 1891, | |
| "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": 1825.9876923076922, | |
| "min_seq_length": 1770, | |
| "max_seq_length": 1946, | |
| "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": 1676.3878571428572, | |
| "min_seq_length": 1653, | |
| "max_seq_length": 1927, | |
| "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": 2177.3360752056406, | |
| "min_seq_length": 2142, | |
| "max_seq_length": 2216, | |
| "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": 1923.2492537313433, | |
| "min_seq_length": 1902, | |
| "max_seq_length": 2018, | |
| "max_ctx_length": 2528, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 4, | |
| "non_truncated": 14146, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 4 | |
| } | |
| } |