![BERT HuggingFace Model Deployment using Kubernetes [ Github Repo] — 03/07/2024](https://miro.medium.com/v2/resize:fit:700/0*-UQqO5LLZBNrCtW-.png "BERT HuggingFace Model Deployment using Kubernetes [ Github Repo] — 03/07/2024")
BERT HuggingFace Model Deployment using Kubernetes [ Github Repo] — 03/07/2024
Author(s): Vaibhawkhemka Originally published on Towards AI. Source: Image by Author Github Repo : https://github.com/vaibhawkhemka/ML-Umbrella/tree/main/MLops/Model_Deployment/Bert_Kubernetes_deployment Source: Image by Author Motivation: Model development is useless if you don’t deploy it to production, which comes with a lot of issues of scalability and portability. …
Stable Face-Mask Detection Using Adapted Eye Cascader
Author(s): Jan Werth Originally published on Towards AI. Photo by Victor Freitas on Unsplash Table of content Introduction Prerequisite Eye Detection via Cascaders– Cascaders– Scalefactor and Min_Neighbour Find Matching eye-pairs– Matching eyes step by step with code– Less than three eyes– Draw …
Top Important Computer Vision Papers for the Week from 24/06 to 30/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
TAI #106 Gemma 2 and new LLM benchmarks
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie In AI model announcements and releases this week, we were particularly interested to read about “ESM3” (a new biology foundation that has discovered a …
Bridging the Implementation Gap of Artificial Intelligence in Healthcare
Author(s): Eera Bhatt Originally published on Towards AI. Each year, we spend so much time and money developing new machine learning models, but most of them never get used in a practical setting. Sadly, this issue is even worse in the healthcare …
How I built my own custom 8-bit Quantizer from scratch: a step-by-step guide using PyTorch
Author(s): Milan Tamang Originally published on Towards AI. A step-by-step approach to build custom 8-bit quantizers from scratch using PyTorch and quantize facebook/opt-350m. Image by writer: MYQ (My Quantizer) quantizes the Facebook/opt-350 model and reduces the size by 54% Are you curious …
Structured Data Extraction from LLMs using DSPy Assertions and Qdrant
Author(s): Ashish Abraham Originally published on Towards AI. Structured Data Extraction from LLMs using DSPy Assertions and Qdrant Photo by Kelly Sikkema on Unsplash Prompt templates and techniques have been around since the advent of Large Language Models (LLMs). LLMs are sensitive …
Gentle Introduction to LLMs
Author(s): Saif Ali Kheraj Originally published on Towards AI. Figure 1: https://finance.yahoo.com/news/explosive-growth-predicted-large-language-184300698.html The LLM market is expected to grow at a CAGR of 40.7%, reaching USD 6.5 billion by the end of 2024, and rising to USD 140.8 billion by 2033. Given …
Leveraging Vector Databases With Embeddings for Fast Image Search and Retrieval
Author(s): Hasib Zunair Originally published on Towards AI. Learn the what and why of vector databases and how to use Weaviate vector database with embeddings for searching and retrieving images. Source: Image by Clay Banks at Unsplash. Motivation Conventional databases (e.g. relational …
LLM Evals, RAG Visual Walkthrough, and From Pixels to Words #29
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! First, thank you for all the love you have been giving the book. For those who missed the updates, we now have it available as a paperback, e-book, …
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