natural language processing
50 TopicsRAFT: A new way to teach LLMs to be better at RAG
In this article, we will look at the limitations of RAG and domain-specific Fine-tuning to adapt LLMs to existing knowledge and how a team of UC Berkeley researchers, Tianjun Zhang and Shishir G. Patil, may have just discovered a better approach.110KViews7likes5CommentsHarness the power of Large Language Models with Azure Machine Learning prompt flow
Unlock the full potential of your AI solutions with our latest blog on prompt flow! Discover how to effectively assess and refine your prompts and flows, leading to production-ready, impactful LLM-infused applications. Don't miss out on these game-changing insights!109KViews17likes6CommentsMistral Large, Mistral AI's flagship LLM, debuts on Azure AI Models-as-a-Service
Microsoft is partnering with Mistral AI to bring its Large Language Models (LLMs) to Azure. Mistral AI’s OSS models, Mixtral-8x7B and Mistral-7B, we added to the Model Catalog last December. We are excited to announce the addition of Mistral AI’s new flagship model, Mistral Large to the Mistral AI collection of models in the Azure AI model catalog today. The Mistral Large model will be available through Models-as-a-Service (MaaS) that offers API-based access and token based billing for LLMs, making it easy to build Generative AI apps. You can provision an API endpoint in a matter of seconds and try out the model in the Azure AI Studio playground or use it with popular LLM app development tools like Azure AI prompt flow and LangChain. The APIs support two layers of safety – first, the model has built-in support for a “safe prompt” parameter and second, Azure AI content safety that screens for harmful content generated by the model, enabling developers to build safe and trustworthy applications.
51KViews4likes7CommentsAzure Open AI (GPT) with Power Apps - Build a Power App to create Demo or Personal Knowledge Bot
Let's build a power app with open ai to create a personal knowledge assistant and or also to show demo. App allows users to increase productivity by gaining knowledge by asking questions and other features like Summarization, Code generation, Email Content, Blob post content, twitter content.27KViews6likes4CommentsFalcon LLMs in Azure Machine Learning
We are thrilled to announce that the Falcon family of state-of-the-art language models, created by the Technology Innovation Institute (TII) and hosted on Hugging Face hub, is now available in Model Catalog on the Azure Machine Learning platform. This exciting addition is a result of the partnership between Microsoft and Hugging Face. With their flagship library, Transformers, and Models hub with over 200,000 open-source models, Hugging Face has become the go-to source for state-of-the-art pre-trained models and tools in the NLP space.14KViews2likes0Comments