How to build an Air-gapped LLM-based AI Chatbot in Containers Step-by-Step
Author(s): MΓ©lony Qin (aka cloudmelon) Originally published on Towards AI. As AI tools become increasingly popular, they play an important role in boosting our productivity in everyday tasks. However, bringing them into professional settings faces challenges because they need internet access, and …
Buckle Up For Beautiful Python Plotly Mapping With GPT-4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. On-the-fly interactive choropleth and bubble map codeDall-E image: impressionist painting of mapping global undernourishment GPT-4 prompting for Python code generation has drastically expedited my coding workflow. I use GPT-4 with interactive libraries like …
Overcoming LLMsβ Analytic Limitations Through Suitable Integrations
Author(s): Meghdad Farahmand Ph.D. Originally published on Towards AI. An idea of Text Analysis. Created by Dolly. Introduction Despite their significant power and remarkable potential to become our only go-to solution for many of our AI and data-related problems in the near …
The Infamous Attention Mechanism in the Transformer Architecture
Author(s): Arion Das Originally published on Towards AI. TRANSFORMER ARCHITECTURE from source THE WHY & WHEN? It all started with a problem. How do you play around with sequential data?! People had the architecture to work with regression and classification problems, but …
Moral Decision-Making in Autonomous Vehicles
Author(s): Nimit Bhardwaj Originally published on Towards AI. Moral Decision-Making in Autonomous Vehicles Autonomous vehicles (AVs) have long sparked debate around the ethics of transferred decision-making autonomy on roads. Within this terminology though, sits different levels of autonomy. The Society of Automotive …
Top 10 Generative AI Companies Revealed
Author(s): Jennifer Wales Originally published on Towards AI. Get a closer view of the top generative AI companies making waves in 2024. They are soaring with career opportunities for certified AI professionals with the best AI certification programs. Open wider doors to …
GROQ β A Quickest and Cheapest LLM Inference
Author(s): M. Haseeb Hassan Originally published on Towards AI. A Game Changer in AI Processing β Speed, Efficiency, and BeyondGROQ β A quickest and cheapest LLM Inference Platform Groq recently received much attention as one of the quickest LLM Inference methods available. …
Turn any YT Video into a Content-Making Machine with Claude-3 and Lightning AI
Author(s): Tim Cvetko Originally published on Towards AI. On Feb 20, Karpathy released an extensive YouTube video building the GPT-3 Tokenizer from scratch. Example of a 2h13 video converted in a blog post (featuring screenshots and code) with Claude 3 Opus On …
Top Important LLM Papers for the Week from 08/04 to 14/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Augmenting The Bank Complaints Data
Author(s): Adam Ross Nelson Originally published on Towards AI. A beginnerβs guide to data augmentation The process of augmenting data usually involves a scenario where you have some data but not enough data. When you have some data you can apply a …
How To Change the Text Font in an Image Using Computer Vision Techniques
Author(s): Vincent Liu Originally published on Towards AI. Make text in the image editableSource: Photo by Lloyd Newman on Unsplash Choosing the font when we are working on a digital document is trivial. We can always choose the preferred font in the …
Charting New Territories: Navigating Deep Learning and Machine Learning in GIS Solutions.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 Deep learning and machine learning, what is the difference you may ask? they sound the same for you as a GIS developer. These two terms are …
Learn AI Together β Towards AI Community Newsletter #20
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we dive into infinity and beyond; with Googleβs most recent paper, Infini-attention, context windows are no longer a problem. And, of course, we also have some …
Why Command R+ is Much Better Than Mistral Large and Offers the Same Level of Performance as ChatGPT-4_Here is The Result
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. When I look at my Twitter timeline these past few days, I see quite a few tweets about β Command R+β, itβs a Large language model that supports 10 languages so you can …
Infinite Context Window?!
Author(s): Louis-FranΓ§ois Bouchard Originally published on Towards AI. Infini-Attention paper explained Originally published on louisbouchard.ai, read it 2 days before on my blog! Context window. These two words might have been the most sought-after and anticipated in large language model research papers …
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