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Areas Served: Walkthrough of LoRA Fine-tuning on GPT and BERT with Visualized Implementation
Author(s): David Winer Originally published on Towards AI. Visualized Implementation of LoRA Fine-tuning, which is the learning or updating of weights in a transformer model, can be the delta between a model that’s not ready for production to one that is robust …
Boost AI Performance with Fine-Tuning
Author(s): Louis Bouchard Originally published on Towards AI. Adapting LLMs to do specific tasks! This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/7mOD9kgqRf0 We can adapt …
The First General-Purpose Visual and Language AI: LLaVA
Author(s): Louis Bouchard Originally published on Towards AI. LLaVA: Bridging the Gap Between Visual and Language AI with GPT-4 This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my …
Transformer Architectures and the Rise of BERT, GPT, and T5: A Beginner’s Guide
Author(s): Manas Joshi Originally published on Towards AI. Source: Image by geralt on Pixabay In the vast and ever-evolving realm of artificial intelligence (AI), there are innovations that don’t just make a mark; they redefine the trajectory of the entire domain. Among …
What is MetaGPT? LLM Agents Collaborating to Solve Complex Tasks
Author(s): Louis Bouchard Originally published on Towards AI. Watch the video! This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/YtxMderNrzU Thanks to GPT and the recent …
How I Built A Video Recommendation System Using Large Language Models and Vector Database
Author(s): Zoumana Keita Originally published on Towards AI. Leverage large language models, state-of-the-art text and speech analytics tools, and vector databases to build an end-to-end audio recommendation solution. This member-only story is on us. Upgrade to access all of Medium. Our generation …
Modern NLP: A Detailed Overview. Part 4: The Latest Developments
Author(s): Abhijit Roy Originally published on Towards AI. In the current world, anyone with a connection to the web has heard of a tool called ChatGPT, which created havoc all around, and some have even tried to use it for different tasks …
Modern NLP: A Detailed Overview. Part 2: GPTs
Author(s): Abhijit Roy Originally published on Towards AI. In the first part of the series, we talked about how Transformer ended the sequence-to-sequence modeling era of Natural Language Processing and understanding. In this article, we aim to focus on the development of …
LLM-Powered Product Discovery: A Leap Beyond Hybrid Search
Author(s): Maithri Vm Originally published on Towards AI. Photo by Markus Winkler on Unsplash In this rapidly evolving era of cutting-edge technology, the world is immersed in the wave of LLM, churning novel ideas that revolutionize our daily lives. As the internet …
AI Systems: Unearthed Bias and the Compelling Quest for True Fairness
Author(s): João Areias Originally published on Towards AI. And how we can prevent the automation of prejudice Source: Bing Image Creator Artificial Intelligence (AI) is no longer a futuristic concept — it has become an intrinsic part of our lives. It’s hard …
An interview with LearnPrompting’s creator
Author(s): Louis Bouchard Originally published on Towards AI. Forget PIP, Conda, requirements.txt! Use Poetry Instead And Thank Me Later Bex T. in Towards AI Pain-free dependency management is finally here·8 min read·Jun 24 1.3K 16 … Read the full blog for free …
How AI Enhances Writing & Affects Journalism
Author(s): Louis Bouchard Originally published on Towards AI. An interview with Limarc Ambalina, VP of Editorial at HackerNoon Originally published on louisbouchard.ai, read it 2 days before on my blog! Join us for an engaging podcast episode with Limarc Ambalina, the Vice …
A Comprehensive Introduction to AutoGPT: What It Is & How to Use It?
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Welcome to this comprehensive introduction to AutoGPT, where we delve into what it is, how it works, and how you can harness its power for various applications. In the age of …
Tokens and Models: Understanding LangChain 🦜️🔗 Part:3
Author(s): Chinmay Bhalerao Originally published on Towards AI. Tokens and Models: Understanding LangChain 🦜️🔗 Part:3 Understanding tokens and how to select OpenAI models for your use case, how API key pricing works Image by Author WE CAN CONNECT ON 😐 LINKEDIN | …
Navigating the Changing Landscape of AI: Felix Tao’s Journey from Researcher to CEO
Author(s): Louis Bouchard Originally published on Towards AI. From GPT3 to AGI, AI Agents, LLMs and more… Join us for an engaging episode as we delve into the fascinating world of AI with Felix Tao, CEO of Mindverse AI. With years of …
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