llm_pt_leaderboard_raw_results / google /gemma-2b-it /results_2024-04-04T15-40-56.547837.json
eduagarcia's picture
Uploading raw results for google/gemma-2b-it
8f4a47c verified
raw
history blame
No virus
13.2 kB
{
"config_general": {
"start_date": "2024-04-04T15-40-56.547837",
"start_time": 1712245258.2986798,
"end_time": 1712255475.1056566,
"total_evaluation_time_seconds": 10216.806976795197,
"has_chat_template": true,
"chat_type": "user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "060189a16d5d2713425599b533a9e8ece8f5cca6",
"model_dtype": "bfloat16",
"model_memory_footprint": 5012344832,
"model_num_parameters": 2506172416,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 1,
"max_length": 2304,
"max_ctx_length": 2272,
"max_gen_toks": 32,
"model_name": "google/gemma-2b-it",
"job_id": 381,
"model_id": "google/gemma-2b-it_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": "GemmaForCausalLM",
"submitted_time": "2024-02-21T14:28:20Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.3424923160996794,
"all_grouped_npm": 0.01032039248807602,
"all_grouped": {
"enem_challenge": 0.28761371588523443,
"bluex": 0.25869262865090403,
"oab_exams": 0.28382687927107064,
"assin2_rte": 0.5717359986097028,
"assin2_sts": 0.05512612934965275,
"faquad_nli": 0.5519874376678174,
"hatebr_offensive": 0.4455445544554455,
"portuguese_hate_speech": 0.23593286222813745,
"tweetsentbr": 0.39197063877914945
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.28761371588523443,
"harness|bluex|bluex|None|3": 0.25869262865090403,
"harness|oab_exams|oab_exams|None|3": 0.28382687927107064,
"harness|assin2_rte|assin2_rte|None|15": 0.5717359986097028,
"harness|assin2_sts|assin2_sts|None|15": 0.05512612934965275,
"harness|faquad_nli|faquad_nli|None|15": 0.5519874376678174,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.4455445544554455,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.23593286222813745,
"harness|tweetsentbr|tweetsentbr|None|25": 0.39197063877914945
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.28761371588523443,
"acc,exam_id__2017": 0.25,
"acc,exam_id__2009": 0.25217391304347825,
"acc,exam_id__2013": 0.3055555555555556,
"acc,exam_id__2022": 0.2857142857142857,
"acc,exam_id__2015": 0.33613445378151263,
"acc,exam_id__2016": 0.30578512396694213,
"acc,exam_id__2012": 0.25,
"acc,exam_id__2011": 0.3076923076923077,
"acc,exam_id__2023": 0.2962962962962963,
"acc,exam_id__2014": 0.29357798165137616,
"acc,exam_id__2016_2": 0.2845528455284553,
"acc,exam_id__2010": 0.28205128205128205,
"main_score": 0.28761371588523443
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.25869262865090403,
"acc,exam_id__UNICAMP_2023": 0.3023255813953488,
"acc,exam_id__USP_2019": 0.275,
"acc,exam_id__UNICAMP_2019": 0.24,
"acc,exam_id__USP_2020": 0.17857142857142858,
"acc,exam_id__UNICAMP_2021_1": 0.30434782608695654,
"acc,exam_id__UNICAMP_2021_2": 0.29411764705882354,
"acc,exam_id__UNICAMP_2024": 0.35555555555555557,
"acc,exam_id__USP_2022": 0.20408163265306123,
"acc,exam_id__UNICAMP_2022": 0.2564102564102564,
"acc,exam_id__USP_2021": 0.23076923076923078,
"acc,exam_id__USP_2024": 0.1951219512195122,
"acc,exam_id__USP_2023": 0.3181818181818182,
"acc,exam_id__UNICAMP_2020": 0.3090909090909091,
"acc,exam_id__USP_2018": 0.2037037037037037,
"acc,exam_id__UNICAMP_2018": 0.24074074074074073,
"main_score": 0.25869262865090403
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.28382687927107064,
"acc,exam_id__2011-03": 0.25252525252525254,
"acc,exam_id__2014-13": 0.2375,
"acc,exam_id__2012-06a": 0.3625,
"acc,exam_id__2014-15": 0.2692307692307692,
"acc,exam_id__2012-09": 0.23376623376623376,
"acc,exam_id__2017-24": 0.3,
"acc,exam_id__2013-11": 0.3125,
"acc,exam_id__2018-25": 0.3,
"acc,exam_id__2010-02": 0.33,
"acc,exam_id__2016-21": 0.2375,
"acc,exam_id__2013-12": 0.275,
"acc,exam_id__2015-17": 0.28205128205128205,
"acc,exam_id__2016-20": 0.25,
"acc,exam_id__2014-14": 0.2125,
"acc,exam_id__2015-18": 0.2375,
"acc,exam_id__2011-04": 0.3375,
"acc,exam_id__2011-05": 0.2875,
"acc,exam_id__2010-01": 0.23529411764705882,
"acc,exam_id__2016-19": 0.2948717948717949,
"acc,exam_id__2012-07": 0.3125,
"acc,exam_id__2013-10": 0.2625,
"acc,exam_id__2016-20a": 0.2375,
"acc,exam_id__2017-23": 0.375,
"acc,exam_id__2012-08": 0.375,
"acc,exam_id__2012-06": 0.2875,
"acc,exam_id__2015-16": 0.3125,
"acc,exam_id__2017-22": 0.25,
"main_score": 0.28382687927107064
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.5717359986097028,
"acc,all": 0.6294934640522876,
"main_score": 0.5717359986097028
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.05512612934965275,
"mse,all": 3.0454356107965688,
"main_score": 0.05512612934965275
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.5519874376678174,
"acc,all": 0.6461538461538462,
"main_score": 0.5519874376678174
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.4455445544554455,
"acc,all": 0.5542857142857143,
"main_score": 0.4455445544554455
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.23593286222813745,
"acc,all": 0.3008225616921269,
"main_score": 0.23593286222813745
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.39197063877914945,
"acc,all": 0.4621890547263682,
"main_score": 0.39197063877914945
}
},
"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": 1250.8278516445066,
"min_seq_length": 1054,
"max_seq_length": 2097,
"max_ctx_length": 2272,
"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": 1408.4464534075105,
"min_seq_length": 1115,
"max_seq_length": 2028,
"max_ctx_length": 2272,
"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": 1022.4004555808656,
"min_seq_length": 826,
"max_seq_length": 1357,
"max_ctx_length": 2272,
"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": 1151.8839869281046,
"min_seq_length": 1137,
"max_seq_length": 1194,
"max_ctx_length": 2272,
"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": 1345.8839869281046,
"min_seq_length": 1331,
"max_seq_length": 1388,
"max_ctx_length": 2272,
"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": 1237.1338461538462,
"min_seq_length": 1199,
"max_seq_length": 1310,
"max_ctx_length": 2272,
"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": 1129.505,
"min_seq_length": 1114,
"max_seq_length": 1318,
"max_ctx_length": 2272,
"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": 1505.13866039953,
"min_seq_length": 1477,
"max_seq_length": 1536,
"max_ctx_length": 2272,
"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": 1334.9791044776118,
"min_seq_length": 1320,
"max_seq_length": 1377,
"max_ctx_length": 2272,
"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
}
}