Meet vLLM: UC Berkeley’s Open Source Framework for Super Fast and Chearp LLM Serving
Author(s): Jesus Rodriguez Originally published on Towards AI. The framework shows remarkable improvements compared to frameworks like Hugging Face’s Transformers. Top highlight Image Credit: UC Berkeley I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a …
Meet GPTCache: A New Framework that Brings Caching to LLM Applications
Author(s): Jesus Rodriguez Originally published on Towards AI. GPTCache expands on the ideas of LLM memory by providing a general-purpose framework to store information in LLM workflows. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 …
Leading in the Generative AI Era
Author(s): Jair Ribeiro Originally published on Towards AI. A Reflection on the Symbiosis of Human and Machine Image created by the author, using Stable Diffusion. The advent of artificial intelligence (AI) brings us to an inflection point in our global society. With …
Meet Falcon LLM: The New Foundation Model that Quickly Top the Open LLM Leaderboard
Author(s): Jesus Rodriguez Originally published on Towards AI. The model has become one of the most interesting open-source foundation models in the space. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a …
Different Types of Memory
Author(s): Sai Teja Gangapuram Originally published on Towards AI. LangChain DeepDive — Memory U+007C The Key to Intelligent Conversations Discover the intricacies of LangChain’s memory types and their impact on AI conversations and an example to showcase the impact. image by author …
Generating Professional Introduction Emails with LlamaIndex
Author(s): Kelly Hamamoto Originally published on Towards AI. Imagine this: It’s 7 P.M., and you are finally freed after a grueling day at work. As you fantasize about diving into the warm embrace of your couch and indulging in a well-deserved Netflix …
Interactive Product Documentation: Creating an Engaging Conversational Q&A Bot with OpenAI and LangChain
Author(s): Sriram Parthasarathy Originally published on Towards AI. 5 use cases + prototype to chat with your own in-house product documentation Chat with your own in-house product documentation. Source: Author created this image All of us have undoubtedly used product documentation at …
5 Use Cases to Leverage Large Language Models in Customer Service Interactions
Author(s): Sriram Parthasarathy Originally published on Towards AI. Customer service is the lifeblood of any successful business. Excellent customer service fosters customer loyalty, strengthens relationships, and boosts a brand’s reputation. Yet, with a huge volume of customer inquiries in the digital age, …
Building Domain-Specific Custom LLM Models: Harnessing the Power of Open Source Foundation Models
Author(s): Sriram Parthasarathy Originally published on Towards AI. The transformative potential of training large LLMs with domain-specific data. With AI on a private cloud, organizations can ensure that everything, including custom Language Models (LLMs), remains within their secure cloud environment, preserving data …
Orchestrating Imagination: Navigating the Generative AI Era
Author(s): Cezary Gesikowski Originally published on Towards AI. Decoding the Reshaping of Creativity: Our Journey amidst the AI-driven Metamorphosis image by the author via Midjourney v5.1 The creator economy, a vibrant sector valued at an impressive $14 billion per year, has been …
Meet MPT-7B: A Suite of Open Source, Commercially Available LLMs that Supports 65k Tokens
Author(s): Jesus Rodriguez Originally published on Towards AI. The new suite of models was released by MosaicML and support models optimized for Instructions, Chats, Stories and More. Image Credit: MosaicML I recently started an AI-focused educational newsletter, that already has over 150,000 …
GPT-4 Is Here For A While
Author(s): Patrick Meyer Originally published on Towards AI. GPT-4 was released 2 months ago, and it has pushed the boundaries of what is possible, but it is still more than a black box. Let us try to find out what is inside. …
GPT-4 Is Here For A While
Author(s): Patrick Meyer Originally published on Towards AI. GPT-4 was released 2 months ago, and it has pushed the boundaries of what is possible, but it is still more than a black box. Let us try to find out what is inside. …
How OpenAI Uses GPT-4 to Interpret Neurons in LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. A new interpretability method based on GPT-4 can derive explanations about specific neurons in LLMs. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
SAM: A Image Segmentation Foundation Model
Author(s): Poojatambe Originally published on Towards AI. Segment Anything Model by Facebook’s Meta AI Research SAM With new advances in Generative AI, large-scale models called foundation models are developed. The foundation models are trained on a massive amount of unannotated data and …
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