llm

Discover Chart-GPT: Transform Text into Stunning Charts Instantly

Discover Chart-GPT: Transform Text into Stunning Charts Instantly

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As an AI enthusiast, I’m always on the lookout for new AI-powered tools and technologies to make my life easier. Recently, I stumbled upon Chart-GPT, a game-changing tool that transforms text into beautiful charts within seconds with the help of OpenAI’s APIs. Link
GPT-4 & LangChain - Create a ChatGPT Chatbot for Your PDF Files

GPT-4 & LangChain - Create a ChatGPT Chatbot for Your PDF Files

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Use the new GPT-4 api to build a chatGPT chatbot for multiple Large PDF files. Tech stack used includes LangChain, Pinecone, Typescript, Openai, and Next.js. LangChain is a framework that makes it easier to build scalable AI/LLM apps and chatbots. Pinecone is a vectorstore for storing embeddings and your PDF in text to later retrieve similar docs. Link
How to Run Your Own LLaMA

How to Run Your Own LLaMA

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LLaMA model weights are available over the internet on various websites. This is not legal but I am sharing just a “How to — tutorial” Link
LlamaIndex and Deep Lake for Financial Statement Analysis

LlamaIndex and Deep Lake for Financial Statement Analysis

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Financial professionals, investors, and hobbyists need efficient ways to access, analyze, and make sense of this data to make informed decisions. Naturally, this is why building chatbots for your data tools to analyze earnings calls, financial report PDFs, or SEC filings is all the rage now. Link
Reinforcement Learning from Human Feedback, InstructGPT, and ChatGPT

Reinforcement Learning from Human Feedback, InstructGPT, and ChatGPT

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In this post, we will dive into the inner workings of ChatGPT and how it is trained. However, before we get into the specifics of ChatGPT, it’s important to first review some relevant prior works and concepts to give us a strong foundation. Once we have a solid understanding of these foundations, we can move on to exploring ChatGPT in depth. Link
Semantic Search With Transformers and Elasticsearch

Semantic Search With Transformers and Elasticsearch

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Semantic/Vector search is a powerful technique that can greatly improve the accuracy and relevance of search results. Unlike traditional keyword-based search methods, semantic search uses the meaning and context of words to understand the intent behind a query and deliver more accurate results. One of the most popular tools for implementing semantic search is Elasticsearch, a highly scalable and powerful search engine that can be used to index and search large volumes of data.
StableLM-Alpha

StableLM-Alpha

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This notebook is designed to let you quickly generate text with the latest StableLM models (StableLM-Alpha) using Hugging Face’s transformers library Link
The Generative AI Life-cycle

The Generative AI Life-cycle

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The common AI/ML Lifecycle consists of data collection, preparation, training, evaluation, deployment and monitoring all encompassed with an MLOps pipeline. Generative AI (GenAI) is a transformational technology that will continue its ramifications of major industry shifts in the coming months and years. Currently, in its earlier stages it has a raised a lot of hype; a distraction to fundamental shift that underlies its promise. Link
Vicuna-13B: Best Free ChatGPT Alternative According to GPT-4 🤯 | Tutorial (GPU)

Vicuna-13B: Best Free ChatGPT Alternative According to GPT-4 🤯 | Tutorial (GPU)

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Wow, in my last article I already showed you how to set up the Vicuna model on your local computer, but the results were not as good as expected. For this reason, I created a fork and basically merged two repositories to get the Vicuna model up and running, and what can I say, the responses and especially the quality of the responses are insane. Forget alpaca, seriously! You don’t believe me?