Selecting and Configuring Inference Engines for LLMs
Introduction to Inference Engines There are many optimization techniques developed to mitigate the inefficiencies that occur in the different stages of the inference process. It is difficult to scale the inference at scale with vanilla transformer/ techniques. Inference engines wrap up the optimizations into one package and eases us in the inference process. For a […]
Read MoreAdvanced Techniques for Enhancing LLM Throughput
In the fast-paced world of technology, Large Language Model (LLMs) have become key players in how we interact with digital information. These powerful tools can write articles, answer questions, and even hold conversations, but they’re not without their challenges. As we demand more from these models, we run into hurdles, especially when it comes to […]
Read MoreUnderstanding GPU Architecture for LLM Inference Optimization
Introduction to LLMs and the Importance of GPU Optimization In today’s era of natural language processing (NLP) advancements, Large Language Models(LLMs) have emerged as powerful tools for a myriad of tasks, from text generation to question-answering and summarization. These are more than a next-probable token generator. However, the growing complexity and size of these models […]
Read MoreWhat is Data Extraction: A Beginner’s Guide
In an era where data is as valuable as currency, the ability to extract this data efficiently can set your business apart from the competition. Data extraction is not just a technical process; it’s a strategic one that, when done right, can unveil insights leading to smarter business decisions and robust growth. This blog post […]
Read MoreServing the Future of Web Data Collection with Data as a Service
Modern businesses are navigating an ocean of data. In today’s digital age, information is a tangible asset, and the ability to amass and analyze this data can yield staggering benefits, from improved strategies to accelerated growth. Among the latest innovations, “Data as a Service” or DaaS has emerged at the forefront. But what exactly is […]
Read MoreAlternate Data Importance for Hedge Funds
In the high-stakes game of hedge fund investing, fortune favors the bold and the well-informed. As the saying goes, “knowledge is power” and the ability to connect the dots between seemingly unrelated pieces of information can be the difference between success and failure. In today’s increasingly data-driven investment landscape, alternative data has emerged as a […]
Read MoreKinds of Alternate Data For Hedge Funds
What is Alternate Data in Hedge Funds Context? In the world of investment, hedge funds are always on the lookout for the next big thing that can give them a competitive edge. Think of them as treasure hunters, armed with sophisticated tools, navigating the vast ocean of information in search of hidden gems. Traditional data […]
Read MoreHow Can Data Improve Your Organization’s Operations
Introduction Statistically speaking, 92.7% of organizations have started to invest in AI and big data analytics. With rapid demand and accelerating growth of technology, now more than ever, it is imperative for businesses to make a change. In today’s data-driven industry, the smooth functioning of the organization is closely related to the ability of the company to adapt to […]
Read MoreHow to Build an Image Crawler – A Full Guide
Scraping images from the web is a lot tougher than scraping textual content. The reason behind this is the fact that you will need to sift through the content on web pages and specifically extract the images only. On top of this, having images without any context is not likely to help you much. To […]
Read MoreCost Effective ways to Collect Data from the Web
Scraping data from the web without having a plan in hand is fraught with risks. As you get lost in complex websites and data cleanliness, your budget will get overrun quickly. The chances are even higher if you are using cloud resources and are not tracking the costs incurred daily. In terms of cost optimisation, […]
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