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Why Generative Model Doesn’t Work Well For Classification Task
Author(s): Khanh Vy Nguyen Originally published on Towards AI. Generative vs discriminative classifiers (image source: https://learnopencv.com/generative-and-discriminative-models/) We heard about Generative models, and some of them are achieving incredible outcomes, such as GAN (Generative Adversarial Networks), GPT (Generative Pre-trained Transformer). While gaining notice …
Hands-On LangChain for LLM Applications Development: Vector Database & Text Embeddings
Author(s): Youssef Hosni Originally published on Towards AI. Once you have loaded your documents and split them up into small, semantically meaningful chunks, it’s time to put these chunks into an index, whereby we can easily retrieve them when it comes time …
AI and Ethics: Navigating the Moral Landscape of Self-Driving Cars
Author(s): Louis-François Bouchard Originally published on Towards AI. This is Louis-François Bouchard, and welcome to a new episode of the “What’s AI” podcast! Today, I’m thrilled to share my conversation with Jeremy Cohen, the visionary behind Think Autonomous. This episode is particularly …
Hands-on Python Debugging using Visual Studio Code
Author(s): Fabio Yáñez Romero Originally published on Towards AI. Are you still writing print statements in Python to find out where the code fails? That may work for simple code, but the bigger the code gets, the more complicated it becomes to …
Gemini Ultra and ChatGPT 4: A Side-by-Side Comparison
Author(s): Roman Orac Originally published on Towards AI. There’s a lot of buzz about Gemini Ultra. See how it actually compares to ChatGPT in my latest deep dive.Gemini Ultra and ChatGPT 4: A Side-by-Side Comparison (image by DALL-E 3) Google recently announced …
Lastest Feature of ChunkDot
Author(s): Rodrigo Agundez Originally published on Towards AI. Lastest Feature of ChunkDot Photo by Emile Guillemot on Unsplash In my last 2 blog posts, I introduced ChunkDot, a multi-threaded matrix multiplication, and cosine similarity calculations at scale for dense and sparse matrices. …
This AI newsletter is all you need #82
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, our eyes were on OpenAI’s GPT Store launch and Poe’s creator monetization program as companies begin to explore new ways for creators …
ChatGPT-5 and The Future of AI
Author(s): Cezary Gesikowski Originally published on Towards AI. Insights from a Conversation Between Bill Gates and Sam Altmanimage by the author In a recent fascinating conversation, Bill Gates and Sam Altman, CEO of OpenAI, discussed the future of generative artificial intelligence (AI) …
LLM 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 100-word paragraph about the history of Greek …
AI 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 rules.Photo by Brigitta Schneiter on Unsplash The Trolley Problem is a classic …
CrewAi + 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 this is what makes CrewAI unique. Can you imagine? In just a few minutes, you …
How 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 with models like LLMs to create powerful AI systems. Despite current …
Bridging the Gap: Integrating Data Science and Decision Science through Six Essential Questions
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 Patilthree wrote their famous Harvard Business Review article: …
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 reducing both prompt and generation lengths.U+1F4DD Extend Context Support beyond …
Tutorial: Publishing a Custom Version of ChatGPT on the GPT Store
Author(s): Towards AI Editorial Team Originally published on Towards AI. The GPT Store and Customizable GPTs OpenAI introduced the GPT Store on January 10, offering ChatGPT Plus, Team, and Enterprise users a platform to find and create custom versions of ChatGPT. …
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