llm_pt_leaderboard_raw_results
/
openchat
/openchat-3.5-0106
/results_2024-02-08T20-30-27.905193.json
| { | |
| "config_general": { | |
| "start_date": "2024-02-08T20-30-27.905193", | |
| "start_time": 1707424228.426312, | |
| "end_time": 1707428645.5426004, | |
| "total_evaluation_time_seconds": 4417.116288423538, | |
| "has_chat_template": true, | |
| "chat_type": "system_user_assistant", | |
| "n_gpus": 1, | |
| "accelerate_num_process": null, | |
| "model_sha": "9619fb7d2a8e25fa6b0633c0f57f7f4aa79b45c4", | |
| "model_dtype": "bfloat16", | |
| "model_memory_footprint": 14617722880, | |
| "model_num_parameters": 7241748480, | |
| "model_is_loaded_in_4bit": false, | |
| "model_is_loaded_in_8bit": false, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:1", | |
| "batch_size": 4, | |
| "max_length": 4096, | |
| "max_ctx_length": 4064, | |
| "max_gen_toks": 32, | |
| "model_name": "openchat/openchat-3.5-0106", | |
| "job_id": 106, | |
| "model_id": "openchat/openchat-3.5-0106_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": "2024-02-05T23:16:08Z", | |
| "lm_eval_model_type": "huggingface", | |
| "eval_version": "1.0.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6384180887272622, | |
| "all_grouped_npm": 0.5077555901068431, | |
| "all_grouped": { | |
| "enem_challenge": 0.6487053883834849, | |
| "bluex": 0.5299026425591099, | |
| "oab_exams": 0.4469248291571754, | |
| "assin2_rte": 0.9211600123149934, | |
| "assin2_sts": 0.7374716904227555, | |
| "faquad_nli": 0.7951201656662747, | |
| "sparrow_pt": 0.3896418925870422 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.6487053883834849, | |
| "harness|bluex|bluex|None|3": 0.5299026425591099, | |
| "harness|oab_exams|oab_exams|None|3": 0.4469248291571754, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9211600123149934, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.7374716904227555, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7951201656662747, | |
| "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.07269187628371758, | |
| "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.5615369472233656, | |
| "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.5020162151273836, | |
| "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.42232253171370204 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.6487053883834849, | |
| "acc,exam_id__2023": 0.674074074074074, | |
| "acc,exam_id__2009": 0.6173913043478261, | |
| "acc,exam_id__2013": 0.6574074074074074, | |
| "acc,exam_id__2011": 0.717948717948718, | |
| "acc,exam_id__2014": 0.6146788990825688, | |
| "acc,exam_id__2016_2": 0.6504065040650406, | |
| "acc,exam_id__2022": 0.6541353383458647, | |
| "acc,exam_id__2017": 0.6896551724137931, | |
| "acc,exam_id__2016": 0.6033057851239669, | |
| "acc,exam_id__2015": 0.6218487394957983, | |
| "acc,exam_id__2012": 0.646551724137931, | |
| "acc,exam_id__2010": 0.6324786324786325, | |
| "main_score": 0.6487053883834849 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.5299026425591099, | |
| "acc,exam_id__USP_2018": 0.46296296296296297, | |
| "acc,exam_id__USP_2024": 0.6585365853658537, | |
| "acc,exam_id__USP_2021": 0.5384615384615384, | |
| "acc,exam_id__UNICAMP_2021_1": 0.4782608695652174, | |
| "acc,exam_id__USP_2020": 0.5535714285714286, | |
| "acc,exam_id__USP_2022": 0.5918367346938775, | |
| "acc,exam_id__UNICAMP_2022": 0.5897435897435898, | |
| "acc,exam_id__UNICAMP_2020": 0.5272727272727272, | |
| "acc,exam_id__USP_2023": 0.5227272727272727, | |
| "acc,exam_id__USP_2019": 0.5, | |
| "acc,exam_id__UNICAMP_2023": 0.5116279069767442, | |
| "acc,exam_id__UNICAMP_2024": 0.4888888888888889, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, | |
| "acc,exam_id__UNICAMP_2019": 0.58, | |
| "acc,exam_id__UNICAMP_2018": 0.46296296296296297, | |
| "main_score": 0.5299026425591099 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.4469248291571754, | |
| "acc,exam_id__2010-01": 0.4470588235294118, | |
| "acc,exam_id__2017-24": 0.3875, | |
| "acc,exam_id__2016-21": 0.3875, | |
| "acc,exam_id__2016-19": 0.5, | |
| "acc,exam_id__2013-12": 0.5125, | |
| "acc,exam_id__2015-17": 0.5641025641025641, | |
| "acc,exam_id__2012-09": 0.4155844155844156, | |
| "acc,exam_id__2014-14": 0.6125, | |
| "acc,exam_id__2013-10": 0.4625, | |
| "acc,exam_id__2012-06a": 0.5, | |
| "acc,exam_id__2016-20a": 0.3625, | |
| "acc,exam_id__2018-25": 0.45, | |
| "acc,exam_id__2011-04": 0.35, | |
| "acc,exam_id__2011-05": 0.425, | |
| "acc,exam_id__2017-22": 0.5, | |
| "acc,exam_id__2014-13": 0.425, | |
| "acc,exam_id__2012-08": 0.4, | |
| "acc,exam_id__2013-11": 0.4125, | |
| "acc,exam_id__2011-03": 0.3434343434343434, | |
| "acc,exam_id__2012-07": 0.425, | |
| "acc,exam_id__2015-16": 0.4125, | |
| "acc,exam_id__2014-15": 0.5128205128205128, | |
| "acc,exam_id__2010-02": 0.45, | |
| "acc,exam_id__2016-20": 0.4625, | |
| "acc,exam_id__2017-23": 0.425, | |
| "acc,exam_id__2012-06": 0.45, | |
| "acc,exam_id__2015-18": 0.5, | |
| "main_score": 0.4469248291571754 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9211600123149934, | |
| "acc,all": 0.9211601307189542, | |
| "main_score": 0.9211600123149934 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.7374716904227555, | |
| "mse,all": 0.7670547385620915, | |
| "main_score": 0.7374716904227555 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7951201656662747, | |
| "acc,all": 0.8569230769230769, | |
| "main_score": 0.7951201656662747 | |
| }, | |
| "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { | |
| "f1_macro,all": 0.07269187628371758, | |
| "acc,all": 0.116, | |
| "main_score": 0.07269187628371758 | |
| }, | |
| "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { | |
| "f1_macro,all": 0.5615369472233656, | |
| "acc,all": 0.706, | |
| "main_score": 0.5615369472233656 | |
| }, | |
| "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { | |
| "f1_macro,all": 0.5020162151273836, | |
| "acc,all": 0.544, | |
| "main_score": 0.5020162151273836 | |
| }, | |
| "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { | |
| "f1_macro,all": 0.42232253171370204, | |
| "acc,all": 0.422, | |
| "main_score": 0.42232253171370204 | |
| } | |
| }, | |
| "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": 0, | |
| "non_truncated": 1429, | |
| "padded": 0, | |
| "non_padded": 1429, | |
| "fewshots_truncated": 0, | |
| "mean_seq_length": 1668.039188243527, | |
| "min_seq_length": 1402, | |
| "max_seq_length": 2666, | |
| "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": 1457.9262865090404, | |
| "min_seq_length": 1081, | |
| "max_seq_length": 2258, | |
| "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": 1414.764464692483, | |
| "min_seq_length": 1148, | |
| "max_seq_length": 1917, | |
| "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": 1459.7455065359477, | |
| "min_seq_length": 1436, | |
| "max_seq_length": 1526, | |
| "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": 1690.7455065359477, | |
| "min_seq_length": 1667, | |
| "max_seq_length": 1757, | |
| "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": 1786.9876923076922, | |
| "min_seq_length": 1731, | |
| "max_seq_length": 1907, | |
| "max_ctx_length": 4064, | |
| "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": 2094.336, | |
| "min_seq_length": 2072, | |
| "max_seq_length": 2128, | |
| "max_ctx_length": 4064, | |
| "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": 2117.15, | |
| "min_seq_length": 2093, | |
| "max_seq_length": 2162, | |
| "max_ctx_length": 4064, | |
| "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": 1829.088, | |
| "min_seq_length": 1812, | |
| "max_seq_length": 1865, | |
| "max_ctx_length": 4064, | |
| "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": 1994.55, | |
| "min_seq_length": 1977, | |
| "max_seq_length": 2027, | |
| "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": 11889, | |
| "padded": 0, | |
| "non_padded": 11889, | |
| "fewshots_truncated": 0 | |
| } | |
| } |