llm_pt_leaderboard_raw_results
/
EleutherAI
/pythia-1b-deduped
/results_2024-04-03T22-36-01.685148.json
| { | |
| "config_general": { | |
| "start_date": "2024-04-03T22-36-01.685148", | |
| "start_time": 1712183773.3911192, | |
| "end_time": 1712186353.199962, | |
| "total_evaluation_time_seconds": 2579.8088426589966, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "7199d8fc61a6d565cd1f3c62bf11525b563e13b2", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 2107451424, | |
| "model_num_parameters": 1011781632, | |
| "model_is_loaded_in_4bit": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 32, | |
| "max_length": 2048, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "model_name": "EleutherAI/pythia-1b-deduped", | |
| "job_id": 366, | |
| "model_id": "EleutherAI/pythia-1b-deduped_eval_request_False_float16_Original", | |
| "model_base_model": "", | |
| "model_weight_type": "Original", | |
| "model_revision": "main", | |
| "model_private": false, | |
| "model_type": "🟢 : pretrained", | |
| "model_architectures": "GPTNeoXForCausalLM", | |
| "submitted_time": "2024-02-05T23:11:36Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.25265043678348537, | |
| "all_grouped_npm": -0.14227855629753783, | |
| "all_grouped": { | |
| "enem_challenge": 0.1994401679496151, | |
| "bluex": 0.20584144645340752, | |
| "oab_exams": 0.2378132118451025, | |
| "assin2_rte": 0.34088811077510744, | |
| "assin2_sts": 0.058535886752163556, | |
| "faquad_nli": 0.4396551724137931, | |
| "hatebr_offensive": 0.3503150417064208, | |
| "portuguese_hate_speech": 0.23407429779522804, | |
| "tweetsentbr": 0.2072905953605302 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.1994401679496151, | |
| "harness|bluex|bluex|None|3": 0.20584144645340752, | |
| "harness|oab_exams|oab_exams|None|3": 0.2378132118451025, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.34088811077510744, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.058535886752163556, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.3503150417064208, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.23407429779522804, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.2072905953605302 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.1994401679496151, | |
| "acc,exam_id__2013": 0.18518518518518517, | |
| "acc,exam_id__2012": 0.21551724137931033, | |
| "acc,exam_id__2015": 0.17647058823529413, | |
| "acc,exam_id__2016": 0.19834710743801653, | |
| "acc,exam_id__2009": 0.16521739130434782, | |
| "acc,exam_id__2023": 0.1925925925925926, | |
| "acc,exam_id__2016_2": 0.17886178861788618, | |
| "acc,exam_id__2010": 0.19658119658119658, | |
| "acc,exam_id__2014": 0.22018348623853212, | |
| "acc,exam_id__2022": 0.24812030075187969, | |
| "acc,exam_id__2011": 0.19658119658119658, | |
| "acc,exam_id__2017": 0.21551724137931033, | |
| "main_score": 0.1994401679496151 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.20584144645340752, | |
| "acc,exam_id__USP_2021": 0.19230769230769232, | |
| "acc,exam_id__USP_2018": 0.2222222222222222, | |
| "acc,exam_id__UNICAMP_2023": 0.18604651162790697, | |
| "acc,exam_id__USP_2024": 0.14634146341463414, | |
| "acc,exam_id__USP_2022": 0.16326530612244897, | |
| "acc,exam_id__UNICAMP_2019": 0.22, | |
| "acc,exam_id__USP_2020": 0.17857142857142858, | |
| "acc,exam_id__UNICAMP_2021_1": 0.1956521739130435, | |
| "acc,exam_id__USP_2019": 0.225, | |
| "acc,exam_id__UNICAMP_2022": 0.20512820512820512, | |
| "acc,exam_id__UNICAMP_2024": 0.26666666666666666, | |
| "acc,exam_id__UNICAMP_2021_2": 0.2549019607843137, | |
| "acc,exam_id__UNICAMP_2018": 0.25925925925925924, | |
| "acc,exam_id__USP_2023": 0.09090909090909091, | |
| "acc,exam_id__UNICAMP_2020": 0.2545454545454545, | |
| "main_score": 0.20584144645340752 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.2378132118451025, | |
| "acc,exam_id__2011-03": 0.26262626262626265, | |
| "acc,exam_id__2011-04": 0.2875, | |
| "acc,exam_id__2011-05": 0.2375, | |
| "acc,exam_id__2016-19": 0.19230769230769232, | |
| "acc,exam_id__2017-23": 0.2375, | |
| "acc,exam_id__2018-25": 0.275, | |
| "acc,exam_id__2012-09": 0.18181818181818182, | |
| "acc,exam_id__2017-24": 0.225, | |
| "acc,exam_id__2014-14": 0.25, | |
| "acc,exam_id__2015-17": 0.21794871794871795, | |
| "acc,exam_id__2012-07": 0.15, | |
| "acc,exam_id__2016-20": 0.225, | |
| "acc,exam_id__2013-11": 0.175, | |
| "acc,exam_id__2016-21": 0.2375, | |
| "acc,exam_id__2012-06a": 0.225, | |
| "acc,exam_id__2015-18": 0.25, | |
| "acc,exam_id__2012-08": 0.25, | |
| "acc,exam_id__2013-12": 0.225, | |
| "acc,exam_id__2012-06": 0.2625, | |
| "acc,exam_id__2015-16": 0.2375, | |
| "acc,exam_id__2013-10": 0.225, | |
| "acc,exam_id__2014-13": 0.2375, | |
| "acc,exam_id__2010-02": 0.22, | |
| "acc,exam_id__2014-15": 0.2692307692307692, | |
| "acc,exam_id__2016-20a": 0.325, | |
| "acc,exam_id__2010-01": 0.2823529411764706, | |
| "acc,exam_id__2017-22": 0.25, | |
| "main_score": 0.2378132118451025 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.34088811077510744, | |
| "acc,all": 0.5024509803921569, | |
| "main_score": 0.34088811077510744 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.058535886752163556, | |
| "mse,all": 2.740285947712419, | |
| "main_score": 0.058535886752163556 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.4396551724137931, | |
| "acc,all": 0.7846153846153846, | |
| "main_score": 0.4396551724137931 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.3503150417064208, | |
| "acc,all": 0.43857142857142856, | |
| "main_score": 0.3503150417064208 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.23407429779522804, | |
| "acc,all": 0.299647473560517, | |
| "main_score": 0.23407429779522804 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.2072905953605302, | |
| "acc,all": 0.45124378109452734, | |
| "main_score": 0.2072905953605302 | |
| } | |
| }, | |
| "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": 16, | |
| "non_truncated": 1413, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 17, | |
| "mean_seq_length": 1559.0517844646606, | |
| "min_seq_length": 1308, | |
| "max_seq_length": 2520, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.988103568929321 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 26, | |
| "non_truncated": 693, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 39, | |
| "mean_seq_length": 1656.076495132128, | |
| "min_seq_length": 1285, | |
| "max_seq_length": 2440, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.945757997218359 | |
| }, | |
| "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": 1340.5503416856493, | |
| "min_seq_length": 1077, | |
| "max_seq_length": 1805, | |
| "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": 1378.0061274509803, | |
| "min_seq_length": 1355, | |
| "max_seq_length": 1444, | |
| "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": 1514.0061274509803, | |
| "min_seq_length": 1491, | |
| "max_seq_length": 1580, | |
| "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": 1578.8153846153846, | |
| "min_seq_length": 1525, | |
| "max_seq_length": 1688, | |
| "max_ctx_length": 2016, | |
| "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": 1292.5114285714285, | |
| "min_seq_length": 1269, | |
| "max_seq_length": 1535, | |
| "max_ctx_length": 2016, | |
| "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": 1775.5558166862515, | |
| "min_seq_length": 1741, | |
| "max_seq_length": 1812, | |
| "max_ctx_length": 2016, | |
| "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": 1495.2800995024875, | |
| "min_seq_length": 1475, | |
| "max_seq_length": 1554, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 42, | |
| "non_truncated": 14108, | |
| "padded": 0, | |
| "non_padded": 14150, | |
| "fewshots_truncated": 56 | |
| } | |
| } |