GPTQ Quantization on a Llama 2 7B Fine-Tuned Model With HuggingFace
Author(s): Eduardo Muñoz Originally published on Towards AI. Image by Milad Fakurian on Unsplash In my previous article, I showed you how to instruction fine-tune the new Llama 2 model, just released by Meta AI, to build a Python code generator in …
How to Boost Pandas Speed And Process 10M-row Datasets in Milliseconds
Author(s): Bex T. Originally published on Towards AI. Use Pandas the way it was intended to Top highlight Image by me with Midjourney “Great… another article on how to make Pandas n times faster.” I think I have said that countless times …
Sentiment Analysis performed on Turkey Earthquake Tweets
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. Sentiment analysis is a Natural Language Process technique used in order to tag a given text to its sentiment like positive, negative or neutral. Usually, sentiment analysis is used in Marketing to better …
Prompt Engineering to Leverage In-Context Learning in Large Language Models
Author(s): Salvatore Raieli Originally published on Towards AI. How to modify your text prompt to obtain the best from an LLM without trainingPhoto by Steven Lelham on Unsplash Large Language Models are more and more used and their skills are surprising. Part …
Ways to Iterate JavaScript Arrays
Author(s): Vivek Chaudhary Originally published on Towards AI. Declare array const arr=[‘kiwi’,’dragon’,’orange’,’apple’,’pomegranate’];const sal=[2200,5000,2100,1500,3700,4300];let sal_incr=[] for() loop for loop is an iterative statement, it checks for some conditions and then executes a block of code repeatedly as long as those conditions are met. …
AI Image Fusion and DGX GH200
Author(s): Luhui Hu Originally published on Towards AI. DGX GH200 AI Supercomputer (1 GPU, heavy as 4 elephants) In the realm of Computer Vision (CV), the ability to stitch together partial images and measure dimensions isn’t just an advanced trick — it’s …
Cracking the Code of Large Language Models: What Databricks Taught Me
Author(s): Anand Taralika Originally published on Towards AI. Photo by Brett Jordan on Unsplash In a world increasingly shaped by artificial intelligence, Large Language Models (LLMs) have emerged as the crown jewels of the machine learning realm. These marvels of technology, capable …
Digital Transformation in Finance: How Machine Learning is Redefining Financial Services and Overcoming Technology Debt
Author(s): Francis Adrian Viernes Originally published on Towards AI. The Critical Role of Machine Learning in Finance, the Overlooked Backend Problem and the Way ForwardPhoto by Markus Winkler on Unsplash When talking about digital transformation in financial services, two things come to …
Machine Learning: Understand Centering and Scaling purposes
Author(s): Flo Originally published on Towards AI. Using Transformers (MinMaxScaler, StandardScaler, RobustScaler) Top highlight Scaling, Image by Flo on OpenSea This article introduces the centering and scaling concepts.With a real-world use case, I explain the advantages of the center and scale the …
Microsoft Research Introduces Not One, Not Two, But Four New AI Compilers
Author(s): Jesus Rodriguez Originally published on Towards AI. 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 hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Reinforcement Learning: SARSA and Q-Learning — Part 3
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Introducing the Temporal Difference family of iterative techniques to solve the Markov Decision ProcessImage by Alexey Savchenko on Unsplash In the previous article — Part 2 — we discovered a few solution algorithms …
Exploring Large Language Models -Part 3
Author(s): Alex Punnen Originally published on Towards AI. Below are some of the questions that intrigued me or came up while trying to fine-tune LLMs. The article is an attempt to understand these and share this understanding with others in a lucid …
Exploring Large Language Models -Part 2
Author(s): Alex Punnen Originally published on Towards AI. Below are some of the questions that intrigued me or came up while trying to fine-tune LLMs. The article is an attempt to understand these and share this understanding with others in a lucid …
Exploring Large Language Models -Part 1
Author(s): Alex Punnen Originally published on Towards AI. Below are some of the questions that intrigued me or came up while trying to fine-tune LLMs. The article is an attempt to understand these and share this understanding with others in a lucid …
This AI newsletter is all you need #63
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI, we highlight further evidence of the adoption of Large Language Models (LLMs) driving significant revenue growth in the Western market, …
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