llm_pt_leaderboard_raw_results
/
openlm-research
/open_llama_7b_v2
/results_2024-02-16T11-06-23.197438.json
| { | |
| "config_general": { | |
| "start_date": "2024-02-16T11-06-23.197438", | |
| "start_time": 1708081583.7720242, | |
| "end_time": 1708089899.2766705, | |
| "total_evaluation_time_seconds": 8315.50464630127, | |
| "has_chat_template": false, | |
| "chat_type": null, | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "e5961def23172a2384543940e773ab676033c963", | |
| "model_dtype": "float16", | |
| "model_memory_footprint": 13510393856, | |
| "model_num_parameters": 6738415616, | |
| "model_is_loaded_in_4bit": false, | |
| "model_is_loaded_in_8bit": false, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:1", | |
| "batch_size": 16, | |
| "max_length": 2048, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "model_name": "openlm-research/open_llama_7b_v2", | |
| "job_id": 210, | |
| "model_id": "openlm-research/open_llama_7b_v2_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": "2024-02-11T13:34:28Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.0.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.2651068175671976, | |
| "all_grouped_npm": -0.021312851952890347, | |
| "all_grouped": { | |
| "enem_challenge": 0.21133659902029392, | |
| "bluex": 0.26286509040333794, | |
| "oab_exams": 0.26514806378132116, | |
| "assin2_rte": 0.4061672924232166, | |
| "assin2_sts": 0.00998241315939068, | |
| "faquad_nli": 0.4971032623376896, | |
| "sparrow_pt": 0.20314500184513337 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.21133659902029392, | |
| "harness|bluex|bluex|None|3": 0.26286509040333794, | |
| "harness|oab_exams|oab_exams|None|3": 0.26514806378132116, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.4061672924232166, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.00998241315939068, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.4971032623376896, | |
| "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.039356647939500826, | |
| "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, | |
| "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.15940876382698438, | |
| "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.22061071211890262 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.21133659902029392, | |
| "acc,exam_id__2015": 0.19327731092436976, | |
| "acc,exam_id__2012": 0.28448275862068967, | |
| "acc,exam_id__2017": 0.20689655172413793, | |
| "acc,exam_id__2009": 0.2608695652173913, | |
| "acc,exam_id__2023": 0.2, | |
| "acc,exam_id__2016_2": 0.21951219512195122, | |
| "acc,exam_id__2010": 0.21367521367521367, | |
| "acc,exam_id__2014": 0.1834862385321101, | |
| "acc,exam_id__2013": 0.17592592592592593, | |
| "acc,exam_id__2022": 0.18045112781954886, | |
| "acc,exam_id__2011": 0.21367521367521367, | |
| "acc,exam_id__2016": 0.2066115702479339, | |
| "main_score": 0.21133659902029392 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.26286509040333794, | |
| "acc,exam_id__UNICAMP_2022": 0.3076923076923077, | |
| "acc,exam_id__UNICAMP_2019": 0.3, | |
| "acc,exam_id__UNICAMP_2023": 0.3488372093023256, | |
| "acc,exam_id__UNICAMP_2018": 0.25925925925925924, | |
| "acc,exam_id__UNICAMP_2020": 0.21818181818181817, | |
| "acc,exam_id__USP_2024": 0.21951219512195122, | |
| "acc,exam_id__UNICAMP_2021_2": 0.35294117647058826, | |
| "acc,exam_id__USP_2022": 0.22448979591836735, | |
| "acc,exam_id__USP_2019": 0.25, | |
| "acc,exam_id__USP_2021": 0.21153846153846154, | |
| "acc,exam_id__USP_2023": 0.13636363636363635, | |
| "acc,exam_id__UNICAMP_2021_1": 0.41304347826086957, | |
| "acc,exam_id__UNICAMP_2024": 0.3333333333333333, | |
| "acc,exam_id__USP_2020": 0.17857142857142858, | |
| "acc,exam_id__USP_2018": 0.2222222222222222, | |
| "main_score": 0.26286509040333794 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.26514806378132116, | |
| "acc,exam_id__2012-06a": 0.2625, | |
| "acc,exam_id__2015-17": 0.24358974358974358, | |
| "acc,exam_id__2012-06": 0.2625, | |
| "acc,exam_id__2014-15": 0.3333333333333333, | |
| "acc,exam_id__2016-20": 0.275, | |
| "acc,exam_id__2013-10": 0.3, | |
| "acc,exam_id__2012-07": 0.1875, | |
| "acc,exam_id__2011-03": 0.25252525252525254, | |
| "acc,exam_id__2011-05": 0.225, | |
| "acc,exam_id__2016-19": 0.358974358974359, | |
| "acc,exam_id__2017-23": 0.325, | |
| "acc,exam_id__2017-22": 0.1875, | |
| "acc,exam_id__2018-25": 0.3875, | |
| "acc,exam_id__2014-13": 0.3625, | |
| "acc,exam_id__2017-24": 0.225, | |
| "acc,exam_id__2010-01": 0.2823529411764706, | |
| "acc,exam_id__2014-14": 0.2625, | |
| "acc,exam_id__2011-04": 0.2875, | |
| "acc,exam_id__2013-12": 0.2125, | |
| "acc,exam_id__2015-16": 0.2375, | |
| "acc,exam_id__2016-21": 0.2, | |
| "acc,exam_id__2013-11": 0.2125, | |
| "acc,exam_id__2012-08": 0.225, | |
| "acc,exam_id__2016-20a": 0.2875, | |
| "acc,exam_id__2012-09": 0.22077922077922077, | |
| "acc,exam_id__2010-02": 0.23, | |
| "acc,exam_id__2015-18": 0.325, | |
| "main_score": 0.26514806378132116 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.4061672924232166, | |
| "acc,all": 0.5347222222222222, | |
| "main_score": 0.4061672924232166 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.00998241315939068, | |
| "mse,all": 2.779558823529413, | |
| "main_score": 0.00998241315939068 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.4971032623376896, | |
| "acc,all": 0.5461538461538461, | |
| "main_score": 0.4971032623376896 | |
| }, | |
| "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { | |
| "f1_macro,all": 0.039356647939500826, | |
| "acc,all": 0.098, | |
| "main_score": 0.039356647939500826 | |
| }, | |
| "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { | |
| "f1_macro,all": 0.3932038834951456, | |
| "acc,all": 0.648, | |
| "main_score": 0.3932038834951456 | |
| }, | |
| "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { | |
| "f1_macro,all": 0.15940876382698438, | |
| "acc,all": 0.166, | |
| "main_score": 0.15940876382698438 | |
| }, | |
| "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { | |
| "f1_macro,all": 0.22061071211890262, | |
| "acc,all": 0.288, | |
| "main_score": 0.22061071211890262 | |
| } | |
| }, | |
| "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|sparrow_pt|sparrow_emotion-2021-cortiz-por": "LM Harness task", | |
| "harness|sparrow_pt|sparrow_hate-2019-fortuna-por": "LM Harness task", | |
| "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": "LM Harness task", | |
| "harness|sparrow_pt|sparrow_sentiment-2018-brum-por": "LM Harness task" | |
| }, | |
| "versions": { | |
| "all": 0, | |
| "harness|enem_challenge|enem_challenge": 1.0, | |
| "harness|bluex|bluex": 1.0, | |
| "harness|oab_exams|oab_exams": 1.4, | |
| "harness|assin2_rte|assin2_rte": 1.0, | |
| "harness|assin2_sts|assin2_sts": 1.0, | |
| "harness|faquad_nli|faquad_nli": 1.0, | |
| "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": 1.0, | |
| "harness|sparrow_pt|sparrow_hate-2019-fortuna-por": 1.0, | |
| "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": 1.0, | |
| "harness|sparrow_pt|sparrow_sentiment-2018-brum-por": 1.0 | |
| }, | |
| "summary_tasks": { | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "sample_size": 1429, | |
| "truncated": 80, | |
| "non_truncated": 1349, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 82, | |
| "mean_seq_length": 1710.5661301609516, | |
| "min_seq_length": 1421, | |
| "max_seq_length": 2714, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.942617214835549 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "sample_size": 719, | |
| "truncated": 9, | |
| "non_truncated": 710, | |
| "padded": 0, | |
| "non_padded": 719, | |
| "fewshots_truncated": 9, | |
| "mean_seq_length": 1454.9638386648123, | |
| "min_seq_length": 1049, | |
| "max_seq_length": 2328, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.987482614742698 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "sample_size": 2195, | |
| "truncated": 1, | |
| "non_truncated": 2194, | |
| "padded": 0, | |
| "non_padded": 2195, | |
| "fewshots_truncated": 1, | |
| "mean_seq_length": 1475.7662870159454, | |
| "min_seq_length": 1180, | |
| "max_seq_length": 2021, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 3.0, | |
| "mean_effective_fewshot_size": 2.9995444191343963 | |
| }, | |
| "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": 1351.575163398693, | |
| "min_seq_length": 1327, | |
| "max_seq_length": 1425, | |
| "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": 1518.575163398693, | |
| "min_seq_length": 1494, | |
| "max_seq_length": 1592, | |
| "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": 1649.2215384615386, | |
| "min_seq_length": 1588, | |
| "max_seq_length": 1778, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 15.0, | |
| "mean_effective_fewshot_size": 15.0 | |
| }, | |
| "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { | |
| "sample_size": 500, | |
| "truncated": 0, | |
| "non_truncated": 500, | |
| "padded": 0, | |
| "non_padded": 500, | |
| "fewshots_truncated": 0, | |
| "mean_seq_length": 1766.418, | |
| "min_seq_length": 1742, | |
| "max_seq_length": 1807, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| }, | |
| "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { | |
| "sample_size": 500, | |
| "truncated": 0, | |
| "non_truncated": 500, | |
| "padded": 0, | |
| "non_padded": 500, | |
| "fewshots_truncated": 0, | |
| "mean_seq_length": 1812.832, | |
| "min_seq_length": 1787, | |
| "max_seq_length": 1854, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| }, | |
| "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { | |
| "sample_size": 500, | |
| "truncated": 0, | |
| "non_truncated": 500, | |
| "padded": 0, | |
| "non_padded": 500, | |
| "fewshots_truncated": 0, | |
| "mean_seq_length": 1523.582, | |
| "min_seq_length": 1505, | |
| "max_seq_length": 1560, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| }, | |
| "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { | |
| "sample_size": 500, | |
| "truncated": 0, | |
| "non_truncated": 500, | |
| "padded": 0, | |
| "non_padded": 500, | |
| "fewshots_truncated": 0, | |
| "mean_seq_length": 1697.95, | |
| "min_seq_length": 1680, | |
| "max_seq_length": 1732, | |
| "max_ctx_length": 2016, | |
| "max_gen_toks": 32, | |
| "mean_original_fewshots_size": 25.0, | |
| "mean_effective_fewshot_size": 25.0 | |
| } | |
| }, | |
| "summary_general": { | |
| "truncated": 90, | |
| "non_truncated": 11799, | |
| "padded": 0, | |
| "non_padded": 11889, | |
| "fewshots_truncated": 92 | |
| } | |
| } |