AlpacaStanford Center for Research on Foundation Models (CRFM)
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InstructGPTOpenAI
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Related Products
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About
Instruction-following models such as GPT-3.5 (text-DaVinci-003), ChatGPT, Claude, and Bing Chat have become increasingly powerful. Many users now interact with these models regularly and even use them for work. However, despite their widespread deployment, instruction-following models still have many deficiencies: they can generate false information, propagate social stereotypes, and produce toxic language. To make maximum progress on addressing these pressing problems, it is important for the academic community to engage. Unfortunately, doing research on instruction-following models in academia has been difficult, as there is no easily accessible model that comes close in capabilities to closed-source models such as OpenAI’s text-DaVinci-003. We are releasing our findings about an instruction-following language model, dubbed Alpaca, which is fine-tuned from Meta’s LLaMA 7B model.
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About
InstructGPT is an open-source framework for training language models to generate natural language instructions from visual input. It uses a generative pre-trained transformer (GPT) model and the state-of-the-art object detector, Mask R-CNN, to detect objects in images and generate natural language sentences that describe the image. InstructGPT is designed to be effective across domains such as robotics, gaming and education; it can assist robots in navigating complex tasks with natural language instructions, or help students learn by providing descriptive explanations of processes or events.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Organizations and researchers interested in a powerful Large Language Model
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Audience
Users interested in an open-source framework for training language models to generate natural language instructions from visual input
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Support
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Support
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API
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Pricing
$0.0200 per 1000 tokens
Free Version
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Training
Documentation
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Live Online
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Training
Documentation
Webinars
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In Person
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Company InformationStanford Center for Research on Foundation Models (CRFM)
United States
crfm.stanford.edu/2023/03/13/alpaca.html
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Company InformationOpenAI
Founded: 2015
United States
openai.com
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