What is it — bert-as-service 1.6.1 documentation
BERT is a NLP model developed by Google for pre-training language representations. It leverages an enormous amount of plain text data publicly available on the web and is trained in an unsupervised manner. Pre-training a BERT model is a fairly expensive yet one-time procedure for each language. Fortunately, Google released several pre-trained models where you can download from here.
What is it - bert-as-service 1.6.1 documentation --> Docs >> What is it Edit on GitHub What is it ¶ Preliminary Highlights Preliminary ¶ BERT is a NLP model developed by Google for pre-training language representations. It leverages an enormous amount of plain text data publicly available on the web and is trained in an unsupervised manner. Pre-training a BERT model is a fairly expensive yet one-time procedure for each language. Fortunately, Google released several pre-trained models where you can download from here . Sentence Encoding/Embedding is a upstream task required in many NLP applicat
related reading
- 1810.04805arxiv.org
- Generalized Language Models | Lil'Loglilianweng.github.io
- The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.jalammar.github.io
- The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.jalammar.github.io
- MosaicBERT: Pretraining BERT from Scratch for $20 | Databricks Blogmosaicml.com
- Let's build GPT: from scratch, in code, spelled out.youtube.com
- The Annotated Transformernlp.seas.harvard.edu
- Transfer Learninglena-voita.github.io
- Finally, a Replacement for BERT: Introducing ModernBERThuggingface.co
- TOD-Bertarxiv.org
- microgptkarpathy.github.io
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