From 1e7965e47846c0338005a52da2375588820d616b Mon Sep 17 00:00:00 2001 From: kubapok Date: Thu, 7 Oct 2021 08:54:19 +0200 Subject: [PATCH] roberta_year_as_text_better_finetunning --- dev-0/out.tsv | 30502 ++++++++-------- .../04_predict.py | 2 +- .../run.sh | 2 +- test-A/out.tsv | 25842 ++++++------- 4 files changed, 28174 insertions(+), 28174 deletions(-) diff --git a/dev-0/out.tsv b/dev-0/out.tsv index 4ba457e..8896528 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -5,7 +5,7 @@ news culture news news -business +news news business news @@ -32,8 +32,8 @@ opinion news sport news -lifestyle -opinion +news +business sport news news @@ -57,11 +57,11 @@ opinion news business sport -news +lifestyle business business news -news +opinion culture news news @@ -102,7 +102,7 @@ business news news news -sport +opinion news sport culture @@ -117,7 +117,7 @@ news news news news -news +business opinion news news @@ -130,9 +130,9 @@ news sport business sport +lifestyle culture news -news lifestyle 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@@ news news business news -culture -news +opinion +business news sport culture @@ -149027,14 +149027,14 @@ news news news news -news +culture culture news lifestyle news news opinion -sport +news news news news @@ -149082,7 +149082,7 @@ business news business sport -news +business sport sport news @@ -149101,7 +149101,7 @@ business news opinion sport -news +sport news news culture diff --git a/roberta_year_as_text_better_finetunning/04_predict.py b/roberta_year_as_text_better_finetunning/04_predict.py index 732b889..788fab2 100644 --- a/roberta_year_as_text_better_finetunning/04_predict.py +++ b/roberta_year_as_text_better_finetunning/04_predict.py @@ -21,7 +21,7 @@ model = AutoModelForSequenceClassification.from_pretrained('roberta-ireland').cu from transformers import TrainingArguments -training_args = TrainingArguments("test_trainer", +training_args = TrainingArguments("roberta-ireland", per_device_train_batch_size=4, per_device_eval_batch_size=4, evaluation_strategy='steps', diff --git a/roberta_year_as_text_better_finetunning/run.sh b/roberta_year_as_text_better_finetunning/run.sh index c07fa93..758a346 100644 --- a/roberta_year_as_text_better_finetunning/run.sh +++ b/roberta_year_as_text_better_finetunning/run.sh @@ -1 +1 @@ -python run_glue.py --model_name_or_path roberta-base --train_file /media/kuba/ssdsam/gonito/ireland-news/train/huggingface_format_year.csv --validation_file /media/kuba/ssdsam/gonito/ireland-news/dev-0/huggingface_format_year.csv --do_train --do_eval --max_seq_length 64 --per_device_train_batch_size 32 --learning_rate 2e-5 --num_train_epochs 3 --save_steps=5000 --eval_steps=5000 --evaluation_strategy steps --output_dir ./roberta-ireland +python run_glue.py --model_name_or_path roberta-base --train_file /media/kuba/ssdsam/gonito/ireland-news/train/huggingface_format_year_as_text.csv --validation_file /media/kuba/ssdsam/gonito/ireland-news/dev-0/huggingface_format_year_as_text.csv --do_train --do_eval --max_seq_length 64 --per_device_train_batch_size 32 --learning_rate 2e-5 --num_train_epochs 3 --save_steps=5000 --eval_steps=5000 --evaluation_strategy steps --output_dir ./roberta-ireland diff --git a/test-A/out.tsv b/test-A/out.tsv index ff58226..ceec16e 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,10 +1,10 @@ sport lifestyle news -culture sport news news +news sport sport news @@ -26,10 +26,10 @@ news sport news news -business news news -opinion +news +news sport opinion lifestyle @@ -38,7 +38,7 @@ sport news news news -business +culture opinion sport news @@ -116,20 +116,20 @@ news news news culture -news +sport news sport news news news -business +news opinion news sport news news business -sport +news lifestyle business news @@ -187,9 +187,9 @@ lifestyle business news news +business news -news -news +culture lifestyle news news @@ -202,7 +202,7 @@ news news news news -lifestyle +news news news news @@ -260,7 +260,7 @@ sport news sport news -news +business business sport opinion @@ -275,10 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opinion news -sport +news business news news @@ -577,7 +577,7 @@ news news opinion news -lifestyle +culture news news news @@ -591,7 +591,7 @@ sport news news news -lifestyle +news news news news @@ -619,15 +619,15 @@ opinion news sport news -opinion -sport news -lifestyle -sport +news +news +culture sport news news news +news sport sport opinion @@ -640,9 +640,9 @@ news news culture business -culture +lifestyle business -culture +sport news news news @@ -660,11 +660,11 @@ news news opinion news +opinion +business +lifestyle news -sport news -culture -business news opinion news @@ -678,7 +678,7 @@ lifestyle news lifestyle business -business +opinion business news business @@ -710,15 +710,15 @@ news news opinion news -business +news business news news -business +news news sport lifestyle -business +news news news business @@ -794,11 +794,11 @@ news culture news news -culture +news sport news sport -opinion +business sport news sport @@ -806,7 +806,7 @@ sport sport news culture -news +business business news business @@ -826,13 +826,13 @@ business news opinion news -business +lifestyle news opinion -culture +news business sport -opinion +lifestyle news sport business @@ -855,7 +855,7 @@ sport news opinion news -culture +business sport news lifestyle @@ -864,7 +864,7 @@ sport lifestyle sport news -news +sport news business sport @@ -891,7 +891,7 @@ news news opinion opinion -news +business news news sport @@ -912,15 +912,15 @@ news sport news news -business +news opinion -business +lifestyle news news business opinion culture -news +sport news news news @@ -947,11 +947,11 @@ news culture news news -sport +news news business news -opinion +news business business news @@ -987,7 +987,7 @@ business culture business news -news +opinion culture business sport @@ -1003,7 +1003,7 @@ news opinion news business -news +lifestyle sport news opinion @@ -1023,7 +1023,7 @@ news sport news sport -opinion +news sport news news @@ -1129,7 +1129,7 @@ lifestyle news news opinion 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@@ sport business sport business -news +business culture sport news -news +opinion lifestyle news news @@ -3410,7 +3410,7 @@ sport news lifestyle sport -sport +news news sport news @@ -3432,7 +3432,7 @@ news business business lifestyle -news +business business news news @@ -3466,7 +3466,7 @@ opinion business news news -news +business opinion news lifestyle @@ -3483,19 +3483,19 @@ lifestyle news news news -culture +opinion sport news news news news -news +sport news news lifestyle business business -culture +news news opinion news @@ -3526,10 +3526,10 @@ news news lifestyle news -news +opinion business news -opinion +business news opinion news @@ -3551,7 +3551,7 @@ news sport sport news -business +news sport news lifestyle @@ -3579,7 +3579,7 @@ news news sport sport -news +business culture culture news @@ -3721,7 +3721,7 @@ sport culture news lifestyle -news +business business opinion business @@ -3763,7 +3763,7 @@ news culture news news -lifestyle +culture sport news lifestyle @@ 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@@ business culture business opinion -business news news news news -sport +news +news news news news @@ -5009,17 +5009,17 @@ news sport news lifestyle -business +news news lifestyle business culture news -news +business news opinion sport -culture +opinion business news business @@ -5030,7 +5030,7 @@ news news sport opinion -lifestyle +culture news news business @@ -5074,14 +5074,14 @@ news news news news -opinion +news news culture business news sport news -business +news sport lifestyle sport @@ -5089,7 +5089,7 @@ business news news business -news +opinion opinion news news @@ -5101,7 +5101,7 @@ lifestyle news news news -lifestyle +news sport news news @@ -5112,7 +5112,7 @@ lifestyle sport sport business -culture +opinion news business news @@ -5120,7 +5120,7 @@ business news opinion sport -news +sport business lifestyle opinion @@ -5133,14 +5133,14 @@ opinion news news news -news -news +sport +culture culture opinion lifestyle news news -business +news business business sport @@ 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business sport sport @@ -5712,7 +5712,7 @@ news news business sport -sport +news news news business @@ -5746,7 +5746,7 @@ news sport sport sport -business +news lifestyle business business @@ -5762,8 +5762,8 @@ news news business sport -sport -sport +culture +news news news news @@ -5773,7 +5773,7 @@ news business news business -news +opinion sport business news @@ -5795,7 +5795,7 @@ sport business business news -business +news news opinion news @@ -5829,7 +5829,7 @@ news business sport news -news +sport culture news news @@ -5883,7 +5883,7 @@ news news sport business -news +opinion opinion culture news @@ -5904,11 +5904,11 @@ news sport news opinion -opinion +culture news opinion news -news +business news news news @@ -5941,7 +5941,7 @@ news news news news -opinion +culture culture news news @@ -5986,11 +5986,11 @@ lifestyle business sport news -culture +news news sport news -lifestyle +sport business business opinion @@ -5998,10 +5998,10 @@ business business news news -opinion +culture news opinion -culture +sport news culture news @@ -6027,7 +6027,7 @@ business news news news -sport +news business news sport @@ -6081,9 +6081,9 @@ news news news news -opinion news news +business news culture sport @@ -6103,13 +6103,13 @@ sport news sport news -sport news news -business news +business news news +business sport news business @@ -6124,13 +6124,13 @@ sport news sport sport -sport +news news business news business sport -lifestyle +culture news opinion sport @@ -6168,7 +6168,7 @@ news sport opinion news -news +business business opinion news @@ -6184,7 +6184,7 @@ business opinion news business -news +culture sport news sport @@ -6208,7 +6208,7 @@ news business news opinion -business +news news news lifestyle @@ -6229,7 +6229,7 @@ news sport news news -business +news sport sport news @@ -6274,7 +6274,7 @@ news news news news -news +business sport business news @@ -6339,7 +6339,7 @@ sport sport sport news -business +news lifestyle news business @@ -6370,7 +6370,7 @@ lifestyle sport lifestyle sport -opinion +news news sport news @@ -6378,7 +6378,7 @@ lifestyle news news sport -sport +news sport sport news @@ -6387,7 +6387,7 @@ news lifestyle news lifestyle -lifestyle +news news news culture @@ -6401,10 +6401,10 @@ sport news sport news -news +business sport news -lifestyle +news business news news @@ -6415,7 +6415,7 @@ opinion business news news -opinion +news news news lifestyle @@ -6440,7 +6440,7 @@ news business lifestyle news -business +news news news business @@ -6482,13 +6482,13 @@ sport sport news news -culture +opinion business news culture -opinion +news business -culture +lifestyle business culture news @@ -6502,12 +6502,12 @@ culture news news business -culture +sport sport business news sport -news +lifestyle opinion news sport @@ -6528,13 +6528,13 @@ sport news news news -business +lifestyle news news business news lifestyle -news +culture opinion news sport @@ -6582,7 +6582,7 @@ news news news news -business +news sport news sport @@ 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