Resource of free step by step video how to guides to get you started with machine learning.
Monday, May 13, 2024
AI Simplified: Exploring the Basics of RAG and Fine Tuning
Hey everyone! Are you curious about how to enhance your AI projects using Large Language Models? Today, we're unpacking two essential techniques: RAG (Retrieval Augmented Generation) and Fine Tuning. Here’s what we'll cover: ๐ Understanding RAG: Jump into the world of Retrieval Augmented Generation and its role in boosting AI applications. ๐ ️ Demystifying Fine Tuning: See how adjusting LLMs can specifically tailor their abilities to better meet your needs. ๐ Weighing the Options: I'll break down the benefits and challenges of each approach, helping you choose what’s best for your project. ๐ From My Experience: I'll share my personal take on using these methods and which one I find more practical. This video is just the beginning! We’re setting everything up for a more hands-on session in our next video, where we'll actually build an LLM application together. Make sure you subscribe and hit that bell icon so you won’t miss out! #LLM #AI #MachineLearning #Technology #RAG #FineTuning -- Follow me on: Threads: https://www.threads.net/@berwinsingh ๐: https://twitter.com/berwin_singh Instagram: https://www.instagram.com/berwinsingh/ -- Thanks for Watching! Like, Share, and Subscribe...
Subscribe to:
Post Comments (Atom)
-
Using GPUs in TensorFlow, TensorBoard in notebooks, finding new datasets, & more! (#AskTensorFlow) [Collection] In a special live ep...
-
Quick answer: Qwen 3 32B needs about 22.7 GB of VRAM at Q4_K_M with a 4k-token context — a used 24 GB card like the RTX 3090 is the minimu...
-
Inside TensorFlow: Summaries and TensorBoard [Collection] Take an inside look into the TensorFlow team’s own internal training sessions-...
-
Hey everyone This is Ujjwal kapil B.tech 2nd year Ai and Ml In this video we covered one of the most important question "COLLEGE KAB O...
-
Quick answer: DeepSeek V4 Flash is a Mixture-of-Experts model: all 284 billion parameters must be stored, so combined RAM plus VRAM — not ...
-
This video is a crash course on understanding how finetuning on LLM models can be performed uing QLORA,LORA, Quantization using LLama2, Grad...
-
In this video, you'll learn how to use machine learning, computer vision and deep learning to create a football analysis system. This pr...
-
Quick answer: For most learners, the best single machine learning book is Hands-On Machine Learning with Scikit-Learn, Keras & Tensor...
-
#minecraft #neuralnetwork #backpropagation I built an analog neural network in vanilla Minecraft without any mods or command blocks. The n...
-
Quick answer: For an 8B model at Q4, local electricity costs roughly $0.05 per million output tokens — against about $0.53 per million ble...
No comments:
Post a Comment