llm_pt_leaderboard_raw_results
/
Intel
/neural-chat-7b-v3-1
/results_2024-02-25T06-21-33.008420.json
{ | |
"config_general": { | |
"start_date": "2024-02-25T06-21-33.008420", | |
"start_time": 1708842093.6261501, | |
"end_time": 1708847568.686254, | |
"total_evaluation_time_seconds": 5475.06010389328, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "e852bc2e78a3fe509ec28c6d76512df3012acba7", | |
"model_dtype": "float16", | |
"model_memory_footprint": 15020343296, | |
"model_num_parameters": 7241732096, | |
"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": "Intel/neural-chat-7b-v3-1", | |
"job_id": 253, | |
"model_id": "Intel/neural-chat-7b-v3-1_eval_request_False_float16_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": "2024-02-21T18:03:11Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.6726525565288831, | |
"all_grouped_npm": 0.5225859783991329, | |
"all_grouped": { | |
"enem_challenge": 0.6263121063680895, | |
"bluex": 0.47983310152990266, | |
"oab_exams": 0.39726651480637815, | |
"assin2_rte": 0.9268770228292367, | |
"assin2_sts": 0.7658477385894799, | |
"faquad_nli": 0.7840135895978708, | |
"hatebr_offensive": 0.8905574366528357, | |
"portuguese_hate_speech": 0.6685671281654837, | |
"tweetsentbr": 0.5145983702206705 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.6263121063680895, | |
"harness|bluex|bluex|None|3": 0.47983310152990266, | |
"harness|oab_exams|oab_exams|None|3": 0.39726651480637815, | |
"harness|assin2_rte|assin2_rte|None|15": 0.9268770228292367, | |
"harness|assin2_sts|assin2_sts|None|15": 0.7658477385894799, | |
"harness|faquad_nli|faquad_nli|None|15": 0.7840135895978708, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8905574366528357, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6685671281654837, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.5145983702206705 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.6263121063680895, | |
"acc,exam_id__2013": 0.6388888888888888, | |
"acc,exam_id__2016_2": 0.6666666666666666, | |
"acc,exam_id__2016": 0.5619834710743802, | |
"acc,exam_id__2011": 0.6837606837606838, | |
"acc,exam_id__2017": 0.5948275862068966, | |
"acc,exam_id__2023": 0.6814814814814815, | |
"acc,exam_id__2014": 0.6513761467889908, | |
"acc,exam_id__2012": 0.6379310344827587, | |
"acc,exam_id__2009": 0.6, | |
"acc,exam_id__2015": 0.5966386554621849, | |
"acc,exam_id__2022": 0.6165413533834586, | |
"acc,exam_id__2010": 0.5811965811965812, | |
"main_score": 0.6263121063680895 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.47983310152990266, | |
"acc,exam_id__USP_2019": 0.4, | |
"acc,exam_id__USP_2022": 0.46938775510204084, | |
"acc,exam_id__USP_2023": 0.5909090909090909, | |
"acc,exam_id__UNICAMP_2018": 0.4074074074074074, | |
"acc,exam_id__UNICAMP_2019": 0.54, | |
"acc,exam_id__USP_2020": 0.48214285714285715, | |
"acc,exam_id__UNICAMP_2020": 0.43636363636363634, | |
"acc,exam_id__UNICAMP_2023": 0.5348837209302325, | |
"acc,exam_id__USP_2021": 0.4423076923076923, | |
"acc,exam_id__UNICAMP_2022": 0.5897435897435898, | |
"acc,exam_id__UNICAMP_2024": 0.5111111111111111, | |
"acc,exam_id__USP_2018": 0.37037037037037035, | |
"acc,exam_id__UNICAMP_2021_2": 0.45098039215686275, | |
"acc,exam_id__UNICAMP_2021_1": 0.45652173913043476, | |
"acc,exam_id__USP_2024": 0.5853658536585366, | |
"main_score": 0.47983310152990266 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.39726651480637815, | |
"acc,exam_id__2016-20a": 0.3875, | |
"acc,exam_id__2012-06": 0.4125, | |
"acc,exam_id__2015-18": 0.4, | |
"acc,exam_id__2014-14": 0.475, | |
"acc,exam_id__2012-07": 0.3875, | |
"acc,exam_id__2015-16": 0.3875, | |
"acc,exam_id__2011-05": 0.4375, | |
"acc,exam_id__2012-06a": 0.425, | |
"acc,exam_id__2017-23": 0.35, | |
"acc,exam_id__2016-19": 0.4230769230769231, | |
"acc,exam_id__2017-24": 0.35, | |
"acc,exam_id__2016-20": 0.375, | |
"acc,exam_id__2017-22": 0.475, | |
"acc,exam_id__2013-12": 0.45, | |
"acc,exam_id__2010-02": 0.36, | |
"acc,exam_id__2011-03": 0.3333333333333333, | |
"acc,exam_id__2012-08": 0.425, | |
"acc,exam_id__2013-10": 0.4125, | |
"acc,exam_id__2016-21": 0.4125, | |
"acc,exam_id__2014-15": 0.44871794871794873, | |
"acc,exam_id__2018-25": 0.425, | |
"acc,exam_id__2014-13": 0.275, | |
"acc,exam_id__2010-01": 0.3764705882352941, | |
"acc,exam_id__2015-17": 0.5, | |
"acc,exam_id__2013-11": 0.4, | |
"acc,exam_id__2011-04": 0.3125, | |
"acc,exam_id__2012-09": 0.33766233766233766, | |
"main_score": 0.39726651480637815 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.9268770228292367, | |
"acc,all": 0.9268790849673203, | |
"main_score": 0.9268770228292367 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.7658477385894799, | |
"mse,all": 0.5124264705882353, | |
"main_score": 0.7658477385894799 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.7840135895978708, | |
"acc,all": 0.8353846153846154, | |
"main_score": 0.7840135895978708 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.8905574366528357, | |
"acc,all": 0.8907142857142857, | |
"main_score": 0.8905574366528357 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.6685671281654837, | |
"acc,all": 0.6874265569917744, | |
"main_score": 0.6685671281654837 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.5145983702206705, | |
"acc,all": 0.7114427860696517, | |
"main_score": 0.5145983702206705 | |
} | |
}, | |
"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": 1620.039188243527, | |
"min_seq_length": 1354, | |
"max_seq_length": 2618, | |
"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": 1719.9262865090404, | |
"min_seq_length": 1343, | |
"max_seq_length": 2520, | |
"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": 1365.764464692483, | |
"min_seq_length": 1099, | |
"max_seq_length": 1868, | |
"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": 1369.7455065359477, | |
"min_seq_length": 1346, | |
"max_seq_length": 1436, | |
"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": 1593.7455065359477, | |
"min_seq_length": 1570, | |
"max_seq_length": 1660, | |
"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": 1594.9876923076922, | |
"min_seq_length": 1539, | |
"max_seq_length": 1715, | |
"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": 1305.3878571428572, | |
"min_seq_length": 1282, | |
"max_seq_length": 1556, | |
"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": 1806.3360752056403, | |
"min_seq_length": 1771, | |
"max_seq_length": 1845, | |
"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": 1552.2492537313433, | |
"min_seq_length": 1531, | |
"max_seq_length": 1647, | |
"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 | |
} | |
} |