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GPT-4 Lost This Battle 449 to 28
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. After GDPR, Europe’s push for Safe and Transparent AI will change the LLM landscape significantly. Source: Stanford.edu We have enjoyed foundation models being developed left and right in the last 2–3 …
Meet Fully OpenSource Foundation Model By Salesforce XGen-7B
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. This model allows long sequences of up to 8K tokens completely free Salesforce has a reputation for doing good work in the open-source world, including their image encoders models like blip …
Meet MPT-30B: A Fully OpenSouce LLM that Outperforms GPT-3
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Forget LAMP Stack: LLM stack is here! The Community has run with MPT-7B, which was downloaded over 3M times. Within a month, the community has created. LLaVA-MPT adds vision understanding to …
Forget LAMP Stack: LLM Stack is Here!
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Huggingface has positioned itself as the new standard stack in the NLP/LLM ecosystem. Now the companies are asking for an LLM stack. Top highlight On the may of last year, Huggingface …
5 Reasons Why You Should NOT Start a ChatGPT-Based Startup
Author(s): Massimiliano Costacurta Originally published on Towards AI. Photo by Sigmund on Unsplash Ever since December 2022, it’s been one non-stop AI party with ChatGPT playing the role of the rockstar DJ, spinning beats that everyone can’t help but groove to. If …
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 …
Holy Cow! Introducing DragGAN
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Fast LLM Inference on CPU: Introducing Q8-Chat Make your Generative AI images come to life I you are hoping to synthesize visual content that is flexible and can be controlled precisely …
Fast LLM Inference on CPU: Introducing Q8-Chat
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Optimization techniques that decrease LLM inference latency on Intel CPU Large language models (LLMs) have rapidly gained prominence in the field of machine learning. These models, built on the powerful Transformer …
Building a Q&A Bot over Private Documents with OpenAI and LangChain
Author(s): Sriram Parthasarathy Originally published on Towards AI. Chat with your own private finance documents AI Generated image In today’s data-driven world, extracting valuable insights from private documents is a crucial aspect of decision-making in various domains. Whether it’s in finance, healthcare, …
Meet BabyAGI — The Autonomous AI Agent to Streamline Your Tasks
Author(s): Sriram Parthasarathy Originally published on Towards AI. Explore 10 Task Examples for Utilizing BabyAGI BabyAGI is an autonomous Artificial Intelligence agent developed by Yohei Nakajima. This autonomous AI agent is designed to generate and execute tasks based on given objectives. It …
ChatGPT Breached
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Tables turned around. I thought ChatGPT would be the vector for more malicious phishing attacks — I forgot they could be the target too Ladies and gentlemen, gather around because I’ve …
MLCoPilot: Empowering Large Language Models with Human Intelligence for ML Problem Solving
Author(s): Sriram Parthasarathy Originally published on Towards AI. Solving Machine Learning Tasks with MLCoPilot: Harnessing Human Expertise for Success Many of us have made use of large language models (LLMs) like ChatGPT to generate not only text and images but also …
Chat With Your Data To Build ML-Driven Customer Segments Using a Chatbot Built With ChatGPT and LangChain
Author(s): Sriram Parthasarathy Originally published on Towards AI. Use plain English to build ML models to identify profitable customer segments. In this post, we explore the concept of querying data using natural language, eliminating the need for SQL queries or coding skills. …
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