llm_pt_leaderboard_results / internlm /internlm2-20b /results_2024-02-17T16-58-30.727692.json
eduagarcia's picture
Updating model internlm/internlm2-20b
4ab2f12 verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-02-17T16-58-30.727692",
"start_time": 1708189111.6158845,
"end_time": 1708198654.4589174,
"total_evaluation_time_seconds": 9542.843032836914,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "e907218c93c47558942c969478319e908947e97b",
"model_dtype": "bfloat16",
"model_memory_footprint": 40527618048,
"model_num_parameters": 19861149696,
"model_is_loaded_in_4bit": false,
"model_is_loaded_in_8bit": false,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 2,
"max_length": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "internlm/internlm2-20b",
"job_id": 243,
"model_id": "internlm/internlm2-20b_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🔶 : fine-tuned",
"model_architectures": "InternLM2ForCausalLM",
"submitted_time": "2024-02-11T13:35:12Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6942095763147612,
"all_grouped_npm": 0.5338295826973051,
"all_grouped": {
"enem_challenge": 0.6822953114065781,
"bluex": 0.5771905424200278,
"oab_exams": 0.47015945330296127,
"assin2_rte": 0.9015420190554897,
"assin2_sts": 0.8256445175880561,
"faquad_nli": 0.6454202534094207,
"hatebr_offensive": 0.7593890574327858,
"portuguese_hate_speech": 0.7014354692926121,
"tweetsentbr": 0.6848095629249187
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6822953114065781,
"harness|bluex|bluex|None|3": 0.5771905424200278,
"harness|oab_exams|oab_exams|None|3": 0.47015945330296127,
"harness|assin2_rte|assin2_rte|None|15": 0.9015420190554897,
"harness|assin2_sts|assin2_sts|None|15": 0.8256445175880561,
"harness|faquad_nli|faquad_nli|None|15": 0.6454202534094207,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7593890574327858,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7014354692926121,
"harness|tweetsentbr|tweetsentbr|None|25": 0.6848095629249187
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6822953114065781,
"acc,exam_id__2023": 0.6814814814814815,
"acc,exam_id__2010": 0.6666666666666666,
"acc,exam_id__2016_2": 0.6991869918699187,
"acc,exam_id__2011": 0.7521367521367521,
"acc,exam_id__2022": 0.6541353383458647,
"acc,exam_id__2015": 0.6722689075630253,
"acc,exam_id__2013": 0.6481481481481481,
"acc,exam_id__2014": 0.7614678899082569,
"acc,exam_id__2009": 0.6608695652173913,
"acc,exam_id__2016": 0.628099173553719,
"acc,exam_id__2012": 0.6982758620689655,
"acc,exam_id__2017": 0.6724137931034483,
"main_score": 0.6822953114065781
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5771905424200278,
"acc,exam_id__UNICAMP_2020": 0.5272727272727272,
"acc,exam_id__UNICAMP_2021_2": 0.5490196078431373,
"acc,exam_id__USP_2018": 0.4444444444444444,
"acc,exam_id__UNICAMP_2023": 0.627906976744186,
"acc,exam_id__USP_2024": 0.6829268292682927,
"acc,exam_id__UNICAMP_2021_1": 0.5652173913043478,
"acc,exam_id__USP_2020": 0.6607142857142857,
"acc,exam_id__USP_2019": 0.475,
"acc,exam_id__USP_2023": 0.7727272727272727,
"acc,exam_id__UNICAMP_2019": 0.58,
"acc,exam_id__USP_2022": 0.5510204081632653,
"acc,exam_id__UNICAMP_2024": 0.6444444444444445,
"acc,exam_id__USP_2021": 0.4807692307692308,
"acc,exam_id__UNICAMP_2022": 0.6153846153846154,
"acc,exam_id__UNICAMP_2018": 0.5370370370370371,
"main_score": 0.5771905424200278
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.47015945330296127,
"acc,exam_id__2016-20": 0.5,
"acc,exam_id__2015-17": 0.6025641025641025,
"acc,exam_id__2014-13": 0.425,
"acc,exam_id__2018-25": 0.475,
"acc,exam_id__2017-22": 0.4875,
"acc,exam_id__2014-14": 0.575,
"acc,exam_id__2013-11": 0.5,
"acc,exam_id__2015-18": 0.4875,
"acc,exam_id__2011-05": 0.3875,
"acc,exam_id__2012-08": 0.375,
"acc,exam_id__2012-06a": 0.5875,
"acc,exam_id__2017-24": 0.425,
"acc,exam_id__2012-07": 0.4875,
"acc,exam_id__2016-20a": 0.35,
"acc,exam_id__2016-21": 0.4125,
"acc,exam_id__2016-19": 0.5,
"acc,exam_id__2010-01": 0.3764705882352941,
"acc,exam_id__2011-04": 0.45,
"acc,exam_id__2012-06": 0.5,
"acc,exam_id__2017-23": 0.4375,
"acc,exam_id__2012-09": 0.33766233766233766,
"acc,exam_id__2013-12": 0.5625,
"acc,exam_id__2013-10": 0.45,
"acc,exam_id__2011-03": 0.40404040404040403,
"acc,exam_id__2015-16": 0.5,
"acc,exam_id__2010-02": 0.53,
"acc,exam_id__2014-15": 0.5769230769230769,
"main_score": 0.47015945330296127
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.9015420190554897,
"acc,all": 0.9015522875816994,
"main_score": 0.9015420190554897
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.8256445175880561,
"mse,all": 0.36568218954248366,
"main_score": 0.8256445175880561
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.6454202534094207,
"acc,all": 0.7830769230769231,
"main_score": 0.6454202534094207
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.7593890574327858,
"acc,all": 0.77,
"main_score": 0.7593890574327858
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7014354692926121,
"acc,all": 0.7226792009400705,
"main_score": 0.7014354692926121
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.6848095629249187,
"acc,all": 0.7243781094527363,
"main_score": 0.6848095629249187
}
},
"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": 1637.2841147655704,
"min_seq_length": 1367,
"max_seq_length": 2562,
"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": 1680.4075104311544,
"min_seq_length": 1305,
"max_seq_length": 2458,
"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": 1419.90569476082,
"min_seq_length": 1138,
"max_seq_length": 1933,
"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": 1372.9162581699347,
"min_seq_length": 1349,
"max_seq_length": 1450,
"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": 1649.9162581699347,
"min_seq_length": 1626,
"max_seq_length": 1727,
"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": 1589.9215384615384,
"min_seq_length": 1536,
"max_seq_length": 1728,
"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": 1215.1128571428571,
"min_seq_length": 1190,
"max_seq_length": 1475,
"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": 1674.6909518213865,
"min_seq_length": 1640,
"max_seq_length": 1709,
"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": 1446.6412935323383,
"min_seq_length": 1425,
"max_seq_length": 1559,
"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
}
}