[Code Llama 70B🦙] It is One Step Away From Surpassing GPT-4
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. When one thinks about the development of artificial intelligence models, the two names that initially come to mind are OpenAI and, perhaps, Google. However, they are not the only ones. In this Post, …
How to Detect the Trend in the Time Series Data and Detrend in Python
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Photo by Polly Alexandra on Unsplash Before choosing any time series forecasting model, it is very important to detect the trend, seasonality, or cycle in the data. Half the job is to understand …
Learn AI Together β Towards AI Community Newsletter #10
Author(s): Towards AI Editorial Team Originally published on Towards AI. This week, I had a fantastic discussion with Mariam Brian, an amazing artist and CEO of Holo Art. This episode is perfect for those curious about how AI is not just a …
Productionizing Generative AI Applications
Author(s): Marie Stephen Leo Originally published on Towards AI. 5 Practical, Beginner-Friendly Tips to Transform Your Generative AI Projects!Image generated by Author using Dall E 3 with manual edits for text Over the past year, Iβve been building and scaling customer-facing GenAI …
What Are Dimensions in Machine Learning?
Author(s): Max Charney Originally published on Towards AI. Source: https://www.reddit.com/r/machinelearningmemes/comments/taelzq/ml_scientists_when_their_excel_spreadsheet_has_4/ Introduction When I first started reading papers involving deep learning, I often encountered discussions about high-dimensions (feature spaces) and models such as SqueezeNet. Iβm pretty sure data canβt be captured in the …
Metaβs Self-Rewarding Models, the Key to SuperHuman LLMs?
Author(s): Ignacio de Gregorio Originally published on Towards AI. Meta, the company behind Facebook, Whatsapp, and Raybanβs Meta glasses, has announced a recent, highly promising AI breakthrough, Self-Rewarding Language Models. Their results have allowed their LLaMa-2 70B fine-tuned model to surpass models …
Generative AI Terminology β An Evolving Taxonomy To Get You Started
Author(s): Abhinav Kimothi Originally published on Towards AI. Being new to the world of Generative AI, one can feel a little overwhelmed by the jargon. Iβve been asked many times about common terms used in this field. To help ease the psychological …
Can ChatGPT Solve Mensa Puzzles?
Author(s): Jim the AI Whisperer Originally published on Towards AI. Daily Challenges: AI vs. Mensa Calendar Puzzles The elephant in the room with AI is: what even is βintelligenceβ? Iβm sure everyone is familiar with the Turing Test, which LLMs have pretty …
ONNX Unleashed: Training and Optimizing BERT Models for Streamlit Web Apps
Author(s): Marcello Politi Originally published on Towards AI. Learn to quantize and deploy your Deep Learning model with ONNXPhoto by ζζ¨ζ··ζ ͺ cdd20 on Unsplash In this article, I want to accomplish something very simple: build a web app that recognizes an emotion …
Intro to OpenAI GPT-4 Text- Embedding-3 (New-Update)
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. if you are creating an advanced bot or automation with Open AI, you will likely need to check how similar two or more pieces of text are. using embedding helps us do this. …
Chain of Thought Prompting: Thatβs how we make the models think.
Author(s): Abhijith S Babu Originally published on Towards AI. I was just playing around with the chatGPT when I tried the following prompt. The model gave a wrong output to a basic arithmetic problem. This wasnβt a surprise (at least for me), …
This AI newsletter is all you need #84
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we were interested in seeing several new AI models and studies focusing on medical applications and diagnostics. GPT-4 demonstrated impressive capabilities without …
Multi-Label Image Classification using AutoKeras.
Author(s): Rakesh M K Originally published on Towards AI. Image created with Microsoft Bing Image Maker AutoKeras AutoKeras is Pythonβs Keras-based AutoML library for developing Deep Learning models. Built on top of TensorFlow by DATA Lab at Texas A&M University, it offers …
Learn AI Together β Towards AI Community Newsletter #9
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! I really loved this weekβs discussion with Jerome about the fuel of AI: Data. He demystified several topics related to building datasets for AI models and had …
Progression of Retrieval Augmented Generation (RAG) Systems
Author(s): Abhinav Kimothi Originally published on Towards AI. Progression of Retrieval Augmented Generation (RAG) Systems Image by Author : Generated using Yarnit AI The advancements in the LLM space have been mind-boggling. However, when it comes to using LLMs in real scenarios, …