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LAION Releases Five Billion Image-Text Pair Dataset LAION-5B
The Large-scale Artificial Intelligence Open Network (LAION) released LAION-5B, an AI training dataset containing over five billion image-text pairs. LAION-5B contains images and captions scraped from the internet and is 14x larger than its predecessor LAION-400M, making it the largest freely available image-text dataset.
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OpenAI Introduces InstructGPT Language Model to Follow Human Instructions
OpenAI overhauled the GPT-3 language model and introduced a new default tool called InstructGPT to address complaints about toxic language and misinformation.
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OpenAI Announces Question-Answering AI WebGPT
OpenAI has developed WebGPT, an AI model for long-form question-answering based on GPT-3. WebGPT can use web search queries to collect supporting references for its response, and on Reddit questions its answers were preferred by human judges over the highest-voted answer 69% of the time.
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Roland Meertens on the Unreasonable Effectiveness of Zero Shot Learning
At the recent QCon Plus online conference, Roland Meertens gave a talk on developing AI-based applications titled "The Unreasonable Effectiveness of Zero Shot Learning." He demonstrated two examples of using foundation models and zero shot learning to rapidly deploy prototype applications and gain feedback without needing to gather large datasets and train models.
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Microsoft Releases Azure Open AI Service Including Access to Powerful GPT-3 Models
At its recent Ignite conference, Microsoft announced the new Azure OpenAI Service in preview, allowing access to OpenAI’s API through the Azure platform. This new Azure Cognitive Service will give customers access to OpenAI’s powerful GPT-3 models, along with security, reliability, compliance, data privacy, and other enterprise-grade capabilities available through the Azure platform.