20x Savings on OpenAI Bills by This Simple Method
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. LLMLingua uses GPT2-small and LLaMA-2-7B to decrease the prompt size by 20x TLDR: If you want to U+1F4B0 Save Cost by...
View ArticleBridging the Gap: Integrating Data Science and Decision Science through Six...
Author(s): Peyman Kor Originally published on Towards AI. Data Science is the discipline of making data useful — But How? It has been now more than one decade since Thomas H. Davenport and DJ...
View ArticleHow To Understand OCR Quality To Optimize Performance
Author(s): Eivind Kjosbakken Originally published on Towards AI. OCR is an important tool for understanding documents, which it does by extracting all text from an image, which can then be combined...
View ArticleCrewAi + Solor/Hermes + Langchain + Ollama = Super Ai Agent
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. As technology booms, AI Agents are becoming game changers, quickly becoming partners in problem-solving, creativity, and innovation, and...
View ArticleAI Ethics, The Trolley Problem Reimagined
Author(s): Caden Ornt Originally published on Towards AI. AI is increasingly becoming a part of everyday life, but teaching it to make ethical decisions may be problematic without universal ethical...
View ArticleLLM Benchmarks in 2024.
Author(s): Tim Cvetko Originally published on Towards AI. An Overview of Why LLM Benchmarks Exist, How They Work, and What’s Next LLMs are complex. Although most of us used ChatGPT to … Write me a...
View ArticleAdvanced RAG 04: Re-ranking
Author(s): Florian June Originally published on Towards AI. From Principles to Two Mainstream Implementation Methods Re-ranking plays a crucial role in the Retrieval Augmented Generation (RAG) process....
View ArticleHow To Explain Gradient Descent to Your Mom: Complete Tutorial
Author(s): Igor Novikov Originally published on Towards AI. Image by the author Gradient descent is at the core of most AI/ML techniques. It sounds strange and kinda scary. Descent? Oh man, I hope I...
View ArticleTowards Understanding Large Language Models: Fine-Tuning
Author(s): Mohamed Mamoun Berrada Originally published on Towards AI. Fine-Tuning LLMs to shape your own GenAI tools — Part of a Series Large language models, or LLMs, are undoubtedly the stars of...
View ArticleCodeQueries: Answering Semantic Queries Over Code
Author(s): Surya Prakash Sahu Originally published on Towards AI. While working on a project, developers come across queries related to code correctness, security, maintainability, or code readability....
View ArticleLearn AI Together — Towards AI Community Newsletter #12
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! This week’s podcast episode is extremely useful if you are a student or want to switch to...
View ArticleGet Started With Google Gemini Pro Using Python in 5 Minutes
Author(s): Dipanjan (DJ) Sarkar Originally published on Towards AI. Google Gemini — Source: Bard becomes Gemini Introduction Google Gemini Pro is part of Google’s latest AI model, Gemini, which was...
View ArticleAI Engineers: Your Definitive Career Roadmap
Author(s): Jennifer Wales Originally published on Towards AI. AI Engineers: Your Definitive Career Roadmap Become a professional certified AI engineer by enrolling in the best AI ML Engineer...
View ArticleGenAI’s Sovereignty
Author(s): Mohamed Mamoun Berrada Originally published on Towards AI. Navigating GenAI implementation in corporate environments Generative AI needs no introduction anymore. Within the first year of its...
View ArticleHow to brief your company’s Board About Generative AI With Visuals?
Author(s): Sathesh Sriskandarajah Originally published on Towards AI. Photo by Hunters Race on Unsplash It was the middle of 2023, and I received a LinkedIn message from the CEO of an organization. He...
View ArticleUnderstanding the Mechanics of Neural Machine Translation
Author(s): Saif Ali Kheraj Originally published on Towards AI. As large language models become more prevalent, it is essential that we study and concentrate on attention models, which play an essential...
View ArticleSetting up the GPU-Based LLM Training Machine
Author(s): Leo Tisljaric, PhD Originally published on Towards AI. Setup guide for your local Ubuntu-based machine for training PyTorch and TensorFlow AI models using GPU acceleration Supercomputer...
View ArticleMy GPT-4 One-Prompt Python Plotly Interactive Dashboard
Author(s): John Loewen, PhD Originally published on Towards AI. Single-step prompting for interactive CO2 global emissions data Recently I have been focusing on refining my GPT-4 prompting for...
View ArticleLearning Kubernetes the Right Way In 2024
Author(s): Mélony Qin (aka cloudmelon) Originally published on Towards AI. Do you know OpenAI is deployed on Kubernetes and scaling to 7,500 worker nodes? When we talk about Kubernetes slots into...
View ArticleHands-On LangChain for LLMs App: Chat with Your Files
Author(s): Youssef Hosni Originally published on Towards AI. In previous articles, we have explored the journey from loading documents to creating a vector store, discussing the limitations of existing...
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