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State of GPT (microsoft.com) !!! Learn about the training pipeline of GPT assistants like ChatGPT, from tokenization to pretraining, supervised finetuning, and Reinforcement Learning from Human Feedback (RLHF). Dive deeper into practical techniques and mental models for the effective use of these models, including prompting strategies, finetuning, the rapidly growing ecosystem of tools, and their future extensions.
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Level up your GPT game with prompt engineering - .NET Blog (microsoft.com) Discover how integrating GPT-Prompt in Azure and .NET can supercharge your development process
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Deploy and run a Azure OpenAI/ChatGPT application on AKS - Microsoft Community Hub This article shows how to deploy an Azure Kubernetes Service(AKS) cluster and Azure OpenAI Service and how to deploy a Python chatbot that authenticates against Azure OpenAI using Azure AD workload identity and calls the Chat Completion API of a ChatGPT model
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https://github.com/Azure-Samples/cosmosdb-chatgpt Build a chat bot using ChatGPT, Azure Cosmos DB, and Blazor' was a fantastic lab, that included exposure to creating Open AI & Azure Cosmos DB Services via a well architected ARM template and prompt customization.
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https://github.com/microsoft/azure-openai-in-a-day-workshop Level up your Azure OpenAI skills with hands-on exercises! Unlock your potential in just one day.
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https://learn.microsoft.com/en-us/semantic-kernel/concepts-ai/
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https://devblogs.microsoft.com/dotnet/getting-started-azure-openai-dotnet/
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https://learn.microsoft.com/en-us/training/modules/explore-azure-openai/
Chat-gpt is a web-based chat service from OpenAI where you can ask anything. There is also a mobile Chat-GPT app. Version 3.5 is free, but you have to create an account. Version 4 requires a paid subscription. Note that Chat-gpt doesn't have any data after november 2021.
Google Bard is based on PaLM(instead of OpenAI which all of the AI options above are based on), Google's own large language model. Google Bard is only available in the UK and the US. To try it, you will need to use a VPN.
Hugging Face is a community effort to build up an AI platform and tools. They have a lot of models and datasets.
Image generation has been around for a while with OpenAI's Dall-E being the first really hyped AI application. Google recently added image creation to Bard in collaboration with Adobe.
Solidify's OpenAI instance has a DALL-E playground for experimenting with image generation using prompts.
Microsoft Designer has prompt based image generation as part of its design a marketing campaign portfolio. It allows you to import your own picture and use that in the campaign designs instead.
Chat-gpt doesn't generate pure images directly, but can generate mermaid code to represent flow diagrams and such. A slightly limited range of mermaid code can be inserted directly into markdown files; it may need some tweaking. You can also put the mermaid code in mermaid live and then screen shot the preview for other use cases.