BERT
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What is Dolly?
Dolly stands out as a cost-effective large language model, showcasing an impressive capability for following instructions akin to that of ChatGPT. The research conducted by the Alpaca team has shown that advanced models can be trained to significantly improve their adherence to high-quality instructions; however, our research suggests that even earlier open-source models can exhibit exceptional behavior when fine-tuned with a limited amount of instructional data. By making slight modifications to an existing open-source model containing 6 billion parameters from EleutherAI, Dolly has been enhanced to better follow instructions, demonstrating skills such as brainstorming and text generation that were previously lacking. This strategy not only emphasizes the untapped potential of older models but also invites exploration into new and innovative uses of established technologies. Furthermore, the success of Dolly encourages further investigation into how legacy models can be repurposed to meet contemporary needs effectively.
What is BERT?
BERT stands out as a crucial language model that employs a method for pre-training language representations. This initial pre-training stage encompasses extensive exposure to large text corpora, such as Wikipedia and other diverse sources. Once this foundational training is complete, the knowledge acquired can be applied to a wide array of Natural Language Processing (NLP) tasks, including question answering, sentiment analysis, and more. Utilizing BERT in conjunction with AI Platform Training enables the development of various NLP models in a highly efficient manner, often taking as little as thirty minutes. This efficiency and versatility render BERT an invaluable resource for swiftly responding to a multitude of language processing needs. Its adaptability allows developers to explore new NLP solutions in a fraction of the time traditionally required.
Integrations Supported
Alpaca
Gopher
AWS Marketplace
Amazon SageMaker Model Training
Haystack
PostgresML
Spark NLP
API Availability
API Availability
Pricing Information
Free
Open source
Free Version
Pricing Information
Free
Free Version
Supported Platforms
SaaS
Windows
Mac
On-Prem
Linux
Supported Platforms
SaaS
Customer Service / Support
Not specified
Customer Service / Support
Not specified
Training Options
Documentation Hub
Training Options
Documentation Hub
Company Facts
Organization Name
Databricks
Date Founded
2013
Company Location
United States
Company Website
databricks.com
Company Facts
Organization Name
Date Founded
1998
Company Location
United States
Company Website
cloud.google.com/ai-platform/training/docs/algorithms/bert-start
Categories and Features
AI Models
Not specified
Large Language Models
Not specified
Categories and Features
AI Models
Not specified
Embedding Models
Not specified
Generative AI
Not specified
Large Language Models
Not specified
Natural Language Processing
Not specified