Freezing Layers of a Deep Learning Model β the proper way
Author(s): Alexey Kravets Originally published on Towards AI. ADAM optimizer example in PyTorch Jason Mitrione on unsplash Introduction It is often useful to freeze some of the parameters for example when you are fine-tuning your model and want to freeze some layers …
ChatGPT is Old News: Here are 8 AI Tools that Will Transform Your Work
Author(s): Natassha Selvaraj Originally published on Towards AI. Image by Midjourney On November 30, 2022, OpenAI released ChatGPT, an AI chatbot capable of understanding natural language, writing code, and answering questions based on logic and reasoning. ChatGPT has over 100 million users …
Plan Your Trip Itinerary With ChatGPT
Author(s): Ana Bildea Originally published on Towards AI. A step-by-step tutorial on how to use ChatGPT as a travel assistant image by the author Are you planning your summer trip but feeling overwhelmed by all the choices and decisions? Have you considered …
βFrom Gaming to AI: Nvidiaβs Pivotal Role in the AI Revolutionβ
Author(s): Bhavesh Agone Originally published on Towards AI. Nvidia is now worth more than Facebook, Tesla and Netflix. According to Reuters, the stockβs value has tripled in the last eight months. But how did this happen? How did a company that was …
The Danger of Sharing Personal Information With Chatbots – Pay Attention
Author(s): Maks Lunev Originally published on Towards AI. An answer to what happens with your chatbot conversations, who can see them, what topics you should avoid, and why you shouldnβt consider an AI chatbot like your closest friend Source: Photo by Luis …
The ChatGPT Code Interpreter Is Finally Open. How Exactly Does It Work? Hereβs A Tutorial
Author(s): The Tech Insider Originally published on Towards AI. ChatGPT and Code Interpreter A few days ago, OpenAI announced that it was making the official plugin Code Interpreter available to all ChatGPT Plus users via a Beta panel in the settings within …
Meet LLM-AUGMENTER: Microsoft Researchβs Architecture to Augment LLMs with Memory, Knowledge, and External Feedback
Author(s): Jesus Rodriguez Originally published on Towards AI. The new framework can serve as a reference to production-ready LLM solutions. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no …
How I Won at Italian Fantasy Football ⚽ Using Machine Learning
Author(s): Giuseppe Musicco Originally published on Towards AI. Image by Dall-E. How I Won at Italian Fantasy Football U+26BD Using Machine Learning Cracking the code of Fantacalcio through the power of AI As a mechanical engineer with a keen interest in programming …
Information Retrieval For Retrieval Augmented Generation
Author(s): Nadav Barak Originally published on Towards AI. Three Battle-Tested Tips to Dramatically Boost Performance Source and copyrights Retrieval Augmented Generation (RAG) refers to Large Language Model (LLM)-based applications that use an Information Retrieval (IR) component in their context generation process. Having …
Attacking Large Language Models: LLMOps and Security
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Assessing Vulnerabilities and Mitigating Risks in Internal Language Model Deployments Image by Author with @MidJourney In the realm of AI security, the spotliΝght often fallΝs on the prominentΝ facade β theΝ prompt. It …
GPT-4 Lost This Battle 449 to 28
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. After GDPR, Europeβs push for Safe and Transparent AI will change the LLM landscape significantly. Source: Stanford.edu We have enjoyed foundation models being developed left and right in the last 2β3 …
Top Computer Vision Papers During Week From 3/7 To 9/7
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated With Recent Computer Vision Research Output Computer vision, a field of artificial intelligence focused on enabling machines to interpret and understand the visual world, is rapidly evolving with groundbreaking research and technological …
Googleβs Deblur AI: Sharpify your Images
Author(s): Muhammad Arham Originally published on Towards AI. Say goodbye to blurry images. Googleβs new technique unlocks the true potential of your phoneβs camera. Image by Author Introduction In our ever-evolving digital age, where capturing and sharing moments through photography has become …
This AI newsletter is all you need #55
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we were excited to finally get to test Open AIβs Code Interpreter, a new capability of GPT-4 within ChatGPT. OpenAI was also …
Do LLMs Need All Those Layers to Achieve In-Context Learning?
Author(s): Jesus Rodriguez Originally published on Towards AI. A recent paper from Amazon Science sheds some light on one of the most important questions regarding LLs. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. …