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distilbert-tokenizer_256k-MLM_best
vocab-transformers/distilbert-tokenizer_256k-MLM_best
distilbert-tokenizer_256k-MLM_best is a fill-mask model from vocab-transformers. Use it when you need the model to fill a missing word. It is set up for transformers.
This model was initialized with a word2vec token embedding matrix with 256k entries, but these token embeddings were updated during MLM. The word2vec was trained on 100GB data from C4, MSMARCO, News, Wikipedia, S2ORC,…
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Apr 11, 2022
- Updated
- Apr 11, 2022
- SHA
- bfef0b2f
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Model card
From the Hugging Face model README
DistilBERT with 256k token embeddings
This model was initialized with a word2vec token embedding matrix with 256k entries, but these token embeddings were updated during MLM. The word2vec was trained on 100GB data from C4, MSMARCO, News, Wikipedia, S2ORC, for 3 epochs.
Then the model was trained on this dataset with MLM for 1.55M steps (batch size 64). The token embeddings were updated during MLM.
- Task
- Fill-Mask
- Library
- transformers
- Type
- distilbert
- Created
- Apr 11, 2022
- Updated
- Apr 11, 2022