🔓 Unlock Custom Quantization for Hugging Face Models Locally with Ollama 🧠:
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Paz Arando on Unsplash If you’re familiar with Hugging Face, you already know it’s a massive hub for open-source machine …
A Complete Guide to Embedding For NLP & Generative AI/LLM
Author(s): Mdabdullahalhasib Originally published on Towards AI. Understand the concept of vector embedding, why it is needed, and implementation with LangChain. This member-only story is on us. Upgrade to access all of Medium. Source: Image by Author (converting word into Vector) If …
Reconstruction of Clean Images from Noisy Data: A Bayesian Inference Perspective
Author(s): Bhavesh Agone Originally published on Towards AI. An Introduction to Bayesian Analysis In its most basic form, Bayesian Inference is just a technique for summarizing statistical inference which states how likely an hypothesis is given any new evidence. The method comes …
#45 Is Prompting a Future-Proof Skill?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Over the past few months, we have discussed the AI engineer’s toolkit for building reliable LLM products multiple times. We believe that combining RAG, prompting, and fine-tuning will …
AI Governance Best Practices: A Framework for Data Leaders
Author(s): David Sweenor Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Colorado State Capital — Photo by Author David E. Sweenor The debate over the role of AI governance in business success is …
TAI #121: Is This the Beginning of AI Starting To Sweep the Nobel Prizes?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, our attention was on the Nobel prizes, where two prizes were awarded explicitly for AI research for the first time. The Physics …
Think Your Business Processes Are Fine? AI Process Mining Says Otherwise
Author(s): Konstantin Babenko Originally published on Towards AI. Source: Image by ARMMY PICCA on Shutterstock Process mining is an advanced data analytics technique to visualize, analyze and optimize business processes. It extracts knowledge from event logs recorded by information systems to offer …
8 Top Open-Source Large Language Models for 2024 and Their Game-Changing Uses
Author(s): Souradip Pal Originally published on Towards AI. You should keep an eye on them (as your job might be in danger) This member-only story is on us. Upgrade to access all of Medium. The AI revolution is in full swing, and …
Decoding Hopfield Networks
Author(s): Mirko Peters Originally published on Towards AI. Hopfield networks are foundational in machine learning, offering powerful pattern recognition capabilities. They remind us of both the potential and limitations of AI technology. Your journey into this world encourages further exploration and connection …
Customer Segmentation and Time Series Forecasting Based on Sales Data
Author(s): Naveen Malla Originally published on Towards AI. This is the third article in a 3-part series. In the first part, I covered initial exploratory data analysis steps and in the second, Customer Segmentation. You don’t have to read those before getting …
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