Code: https://github.com/omron-sinicx/srsd-benchmark
Paper: https://openreview.net/forum?id=qrUdrXsiXX
Yoshitomo Matsubara
yoshitomo-matsubara
AI & ML interests
Knowledge Distillation, NLP, Computer Vision, Information Retrieval, ML for Science
Organizations
torchdistill: Reproducing fine-tuned BERT models
GLUE leaderboard: https://gluebenchmark.com/leaderboard/
Code: https://github.com/yoshitomo-matsubara/torchdistill?tab=readme-ov-file#glue
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yoshitomo-matsubara/bert-base-uncased-mnli
Text Classification • 0.1B • Updated • 156 -
yoshitomo-matsubara/bert-base-uncased-cola
Text Classification • 0.1B • Updated • 1 -
yoshitomo-matsubara/bert-base-uncased-rte
Text Classification • 0.1B • Updated • 5 • 1 -
yoshitomo-matsubara/bert-base-uncased-stsb
Text Classification • 0.1B • Updated • 4
torchdistill: Distilling fine-tuned BERT-Large -> BERT-Base
GLUE leaderboard: https://gluebenchmark.com/leaderboard/
Code: https://github.com/yoshitomo-matsubara/torchdistill?tab=readme-ov-file#glue
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yoshitomo-matsubara/bert-base-uncased-mnli_from_bert-large-uncased-mnli
Text Classification • 0.1B • Updated • 1 -
yoshitomo-matsubara/bert-base-uncased-wnli_from_bert-large-uncased-wnli
Text Classification • 0.1B • Updated • 4 -
yoshitomo-matsubara/bert-base-uncased-cola_from_bert-large-uncased-cola
Text Classification • 0.1B • Updated • 1 -
yoshitomo-matsubara/bert-base-uncased-stsb_from_bert-large-uncased-stsb
Text Classification • 0.1B • Updated • 4
SRSD: Symbolic Regression for Scientific Discovery
Code: https://github.com/omron-sinicx/srsd-benchmark
Paper: https://openreview.net/forum?id=qrUdrXsiXX
torchdistill: Distilling fine-tuned BERT-Large -> BERT-Base
GLUE leaderboard: https://gluebenchmark.com/leaderboard/
Code: https://github.com/yoshitomo-matsubara/torchdistill?tab=readme-ov-file#glue
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yoshitomo-matsubara/bert-base-uncased-mnli_from_bert-large-uncased-mnli
Text Classification • 0.1B • Updated • 1 -
yoshitomo-matsubara/bert-base-uncased-wnli_from_bert-large-uncased-wnli
Text Classification • 0.1B • Updated • 4 -
yoshitomo-matsubara/bert-base-uncased-cola_from_bert-large-uncased-cola
Text Classification • 0.1B • Updated • 1 -
yoshitomo-matsubara/bert-base-uncased-stsb_from_bert-large-uncased-stsb
Text Classification • 0.1B • Updated • 4
torchdistill: Reproducing fine-tuned BERT models
GLUE leaderboard: https://gluebenchmark.com/leaderboard/
Code: https://github.com/yoshitomo-matsubara/torchdistill?tab=readme-ov-file#glue
-
yoshitomo-matsubara/bert-base-uncased-mnli
Text Classification • 0.1B • Updated • 156 -
yoshitomo-matsubara/bert-base-uncased-cola
Text Classification • 0.1B • Updated • 1 -
yoshitomo-matsubara/bert-base-uncased-rte
Text Classification • 0.1B • Updated • 5 • 1 -
yoshitomo-matsubara/bert-base-uncased-stsb
Text Classification • 0.1B • Updated • 4