llm_pt_leaderboard_raw_results
/
openchat
/openchat-3.5-0106
/results_2024-02-21T21-51-39.369217.json
| { | |
| "config_general": { | |
| "start_date": "2024-02-21T21-51-39.369217", | |
| "start_time": 1708552299.9382358, | |
| "end_time": 1708556022.9588773, | |
| "total_evaluation_time_seconds": 3723.020641565323, | |
| "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": null, | |
| "model_is_loaded_in_8bit": null, | |
| "model_is_quantized": null, | |
| "model_device": "cuda:0", | |
| "batch_size": 16, | |
| "max_length": 4096, | |
| "max_ctx_length": 4064, | |
| "max_gen_toks": 32, | |
| "model_name": "openchat/openchat-3.5-0106", | |
| "job_id": 253, | |
| "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": "1.1.0" | |
| }, | |
| "results": { | |
| "all_grouped_average": 0.6869470364405353, | |
| "all_grouped_npm": 0.5350961910969678, | |
| "all_grouped": { | |
| "enem_challenge": 0.6438068579426172, | |
| "bluex": 0.5271210013908206, | |
| "oab_exams": 0.44874715261959, | |
| "assin2_rte": 0.9272805921368836, | |
| "assin2_sts": 0.8316751955429375, | |
| "faquad_nli": 0.7920758364261121, | |
| "hatebr_offensive": 0.7930509518656714, | |
| "portuguese_hate_speech": 0.718759501368197, | |
| "tweetsentbr": 0.5000062386719876 | |
| }, | |
| "all": { | |
| "harness|enem_challenge|enem_challenge|None|3": 0.6438068579426172, | |
| "harness|bluex|bluex|None|3": 0.5271210013908206, | |
| "harness|oab_exams|oab_exams|None|3": 0.44874715261959, | |
| "harness|assin2_rte|assin2_rte|None|15": 0.9272805921368836, | |
| "harness|assin2_sts|assin2_sts|None|15": 0.8316751955429375, | |
| "harness|faquad_nli|faquad_nli|None|15": 0.7920758364261121, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7930509518656714, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.718759501368197, | |
| "harness|tweetsentbr|tweetsentbr|None|25": 0.5000062386719876 | |
| }, | |
| "harness|enem_challenge|enem_challenge|None|3": { | |
| "acc,all": 0.6438068579426172, | |
| "acc,exam_id__2016_2": 0.6504065040650406, | |
| "acc,exam_id__2009": 0.6, | |
| "acc,exam_id__2011": 0.717948717948718, | |
| "acc,exam_id__2012": 0.646551724137931, | |
| "acc,exam_id__2013": 0.6574074074074074, | |
| "acc,exam_id__2016": 0.5950413223140496, | |
| "acc,exam_id__2022": 0.6616541353383458, | |
| "acc,exam_id__2023": 0.6592592592592592, | |
| "acc,exam_id__2010": 0.6410256410256411, | |
| "acc,exam_id__2014": 0.6055045871559633, | |
| "acc,exam_id__2015": 0.6050420168067226, | |
| "acc,exam_id__2017": 0.6810344827586207, | |
| "main_score": 0.6438068579426172 | |
| }, | |
| "harness|bluex|bluex|None|3": { | |
| "acc,all": 0.5271210013908206, | |
| "acc,exam_id__USP_2021": 0.5384615384615384, | |
| "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, | |
| "acc,exam_id__UNICAMP_2023": 0.4883720930232558, | |
| "acc,exam_id__UNICAMP_2021_1": 0.43478260869565216, | |
| "acc,exam_id__USP_2024": 0.6829268292682927, | |
| "acc,exam_id__UNICAMP_2018": 0.5, | |
| "acc,exam_id__USP_2022": 0.6326530612244898, | |
| "acc,exam_id__UNICAMP_2020": 0.5272727272727272, | |
| "acc,exam_id__USP_2018": 0.4444444444444444, | |
| "acc,exam_id__USP_2020": 0.5357142857142857, | |
| "acc,exam_id__UNICAMP_2022": 0.5641025641025641, | |
| "acc,exam_id__USP_2019": 0.45, | |
| "acc,exam_id__USP_2023": 0.5681818181818182, | |
| "acc,exam_id__UNICAMP_2019": 0.54, | |
| "acc,exam_id__UNICAMP_2024": 0.5111111111111111, | |
| "main_score": 0.5271210013908206 | |
| }, | |
| "harness|oab_exams|oab_exams|None|3": { | |
| "acc,all": 0.44874715261959, | |
| "acc,exam_id__2010-02": 0.45, | |
| "acc,exam_id__2016-19": 0.5384615384615384, | |
| "acc,exam_id__2015-17": 0.5641025641025641, | |
| "acc,exam_id__2016-21": 0.4, | |
| "acc,exam_id__2017-24": 0.3875, | |
| "acc,exam_id__2012-09": 0.4025974025974026, | |
| "acc,exam_id__2011-04": 0.35, | |
| "acc,exam_id__2017-23": 0.4125, | |
| "acc,exam_id__2011-03": 0.37373737373737376, | |
| "acc,exam_id__2012-07": 0.4, | |
| "acc,exam_id__2012-06": 0.4375, | |
| "acc,exam_id__2014-13": 0.3875, | |
| "acc,exam_id__2016-20a": 0.375, | |
| "acc,exam_id__2011-05": 0.4375, | |
| "acc,exam_id__2015-18": 0.4875, | |
| "acc,exam_id__2014-15": 0.5256410256410257, | |
| "acc,exam_id__2018-25": 0.4625, | |
| "acc,exam_id__2017-22": 0.525, | |
| "acc,exam_id__2013-11": 0.425, | |
| "acc,exam_id__2014-14": 0.575, | |
| "acc,exam_id__2013-10": 0.4625, | |
| "acc,exam_id__2010-01": 0.4470588235294118, | |
| "acc,exam_id__2013-12": 0.5, | |
| "acc,exam_id__2015-16": 0.425, | |
| "acc,exam_id__2012-06a": 0.5, | |
| "acc,exam_id__2016-20": 0.4625, | |
| "acc,exam_id__2012-08": 0.425, | |
| "main_score": 0.44874715261959 | |
| }, | |
| "harness|assin2_rte|assin2_rte|None|15": { | |
| "f1_macro,all": 0.9272805921368836, | |
| "acc,all": 0.9272875816993464, | |
| "main_score": 0.9272805921368836 | |
| }, | |
| "harness|assin2_sts|assin2_sts|None|15": { | |
| "pearson,all": 0.8316751955429375, | |
| "mse,all": 0.36165441176470575, | |
| "main_score": 0.8316751955429375 | |
| }, | |
| "harness|faquad_nli|faquad_nli|None|15": { | |
| "f1_macro,all": 0.7920758364261121, | |
| "acc,all": 0.8569230769230769, | |
| "main_score": 0.7920758364261121 | |
| }, | |
| "harness|hatebr_offensive|hatebr_offensive|None|25": { | |
| "f1_macro,all": 0.7930509518656714, | |
| "acc,all": 0.7992857142857143, | |
| "main_score": 0.7930509518656714 | |
| }, | |
| "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
| "f1_macro,all": 0.718759501368197, | |
| "acc,all": 0.7649823736780259, | |
| "main_score": 0.718759501368197 | |
| }, | |
| "harness|tweetsentbr|tweetsentbr|None|25": { | |
| "f1_macro,all": 0.5000062386719876, | |
| "acc,all": 0.7029850746268657, | |
| "main_score": 0.5000062386719876 | |
| } | |
| }, | |
| "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": 1683.039188243527, | |
| "min_seq_length": 1417, | |
| "max_seq_length": 2681, | |
| "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": 1782.9262865090404, | |
| "min_seq_length": 1406, | |
| "max_seq_length": 2583, | |
| "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": 1428.764464692483, | |
| "min_seq_length": 1162, | |
| "max_seq_length": 1931, | |
| "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": 1584.7455065359477, | |
| "min_seq_length": 1561, | |
| "max_seq_length": 1651, | |
| "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": 1824.7455065359477, | |
| "min_seq_length": 1801, | |
| "max_seq_length": 1891, | |
| "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": 1825.9876923076922, | |
| "min_seq_length": 1770, | |
| "max_seq_length": 1946, | |
| "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": 1676.3878571428572, | |
| "min_seq_length": 1653, | |
| "max_seq_length": 1927, | |
| "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": 2177.3360752056406, | |
| "min_seq_length": 2142, | |
| "max_seq_length": 2216, | |
| "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": 1923.2492537313433, | |
| "min_seq_length": 1902, | |
| "max_seq_length": 2018, | |
| "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 | |
| } | |
| } |