Maximizing Machine Learning: How Calibration Can Enhance Performance
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. The not-so-much talked method to improve our machine-learning model.Image by Author Many machine learning model outputs are a probability of certain classes. For example, the model classifier would assign a probability to the …
Inference and Quantization with Qwen1.5 LLMs on Your Computer
Author(s): Benjamin Marie Originally published on Towards AI. The best open LLMs?‘QWEN is a moniker of Qianwen, which means “thousands of prompts” in Chinese’ (source) — Generated by DALL-E Recently, Alibaba published the Qwen1.5 models. They are open pre-trained and chat LLMs …
The LLM Series #3: Multiple Function Calling: Taking OpenAI Models to the Next Level
Author(s): Muhammad Saad Uddin Originally published on Towards AI. Image by Author via Dall-E Welcome to the third article of this LLM Series, where we’re stoking the flames of innovation with OpenAI models U+1F525U+1F525. In this edition, we’ll be exploring multiple-function calling, …
This AI newsletter is all you need #87
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Last week saw the two debatably largest model updates since GPT-4 revealed within three hours of each other: OpenAI’s Sora text-to-video model and Deepmind’s …
How Good is Google Gemini 1.5 With a Massive 1 Million Context Window?
Author(s): Dipanjan (DJ) Sarkar Originally published on Towards AI. Created by Author with DALL-E Introduction Artificial Intelligence, and particularly Generative AI, is evolving at a rapid pace; every other week, we hear a new Large Language Model (LLM) being released! Google has …
Inside OpenAI Sora: Five Key Technical Details We Learned About the Amazing Video Generation Model
Author(s): Jesus Rodriguez Originally published on Towards AI. Image Credit: OpenAI I recently started an AI-focused educational newsletter, that already has over 165,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Coding is Like Cooking; ChatGPT for Coding is Like Kindle for Cooking!
Author(s): Christopher Tao Originally published on Towards AI. Why we should use ChatGPT for coding without worrying about ethical and legal issues?Image generated by Dall-E-2 (usable for all legal purposes, including commercial use, as detailed at https://openai.com/policies/terms-of-use as of November 14th, 2023). …
Exploring the Frontier of AI: Large World Models (LWM) and the Revolution in Language and Video Understanding
Author(s): ElNiak Originally published on Towards AI. Dive into the breakthroughs of Large World Models (LWM), where AI transcends traditional boundaries by integrating video and language, potentially inspiring the next-gen Gemini 1.5 with million-token contexts Free version here Let’s switch gears to …
Can Machine Learning Outperform Statistical Models for Time Series Forecasting?
Author(s): Satyajit Chaudhuri Originally published on Towards AI. The role of Time Series Forecasting is very important in areas like finance, manufacturing, health, weather studies, and social sciences. These fields rely on these predictions to guess future needs and sale numbers. This …
EarlyStopping and LiveLossPlot Callbacks in TensorFlow, Keras, and Python
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. How to Improve Your Model Training Time and to Prevent Overfitting Using EarlyStopping and Plot the Losses and Metrics Live While TrainingPhoto by Pierre Bamin on Unsplash Keras library has several callback functions …
Performing Data Science Tasks with LLM-Based Agents CrewAI
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Trying out the agents to do data scientist activityImage generated by DALL-E 3 LLM-based Agents or LLM Agents are agent structures that could execute complex tasks with LLM applications that have an architecture …
Machine Learning in Chemistry
Author(s): Tony Flores Originally published on Towards AI. Image adapted from Adobe Stock Machine learning is becoming a significant tool in the field of chemistry, providing new opportunities in various areas such as drug discovery and materials science. Machine learning algorithms, especially …
Understanding the Mechanics of Neural Machine Translation
Author(s): Saif Ali Kheraj Originally published on Towards AI. As large language models become more prevalent, it is essential that we study and concentrate on attention models, which play an essential role in both Transformer and language models. First, let us get …
How to brief your company’s Board About Generative AI With Visuals?
Author(s): Sathesh Sriskandarajah Originally published on Towards AI. Photo by Hunters Race on Unsplash It was the middle of 2023, and I received a LinkedIn message from the CEO of an organization. He had read one of my previous publications in artificial …
AI Engineers: Your Definitive Career Roadmap
Author(s): Jennifer Wales Originally published on Towards AI. AI Engineers: Your Definitive Career Roadmap Become a professional certified AI engineer by enrolling in the best AI ML Engineer certifications that help you earn skills to get the highest-paying job. As one of …
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