Top 10 Real-Life Applications of Large Language Models - PixelPlex
Most popular LLM applications span from virtual assistants, content generation, and translation to sentiment analysis, education, and data classification.
7 LLM use cases and applications in 2024 - AssemblyAI
2024年3月11日 — Learn about the top LLM use cases and applications in 2024 for streamlining business operations, automating mundane tasks, and tackling challenges.
45 real-world LLM applications and use cases from top companies
How do companies use LLMs in production? We compiled 45 real-world LLM applications from companies that share their learnings from building LLM systems.
Introduction to LLMs and their Applications - Medium
2023年5月5日 — This blog post is the first in a series of articles to help bring full-stack engineers up to speed on LLMs and build LLM applications.
The architecture of today's LLM applications - The GitHub Blog
2023年10月30日 — In this post, we’ll cover five major steps to building your own LLM app, the emerging architecture of today’s LLM apps, and problem areas that you can start exploring …
8 Top Open-Source LLMs for 2024 and Their Uses - DataCamp
2024年8月8日 — LLMs have already become foundational in powering advanced AI applications, from chatbots to complex data processing tasks. Ensuring that your team is proficient in AI and …
Top 20 LLM (Large Language Models) - GeeksforGeeks
2024年4月30日 — In this article, we explore about Top 20 LLM Models and get to know how each model has distinct features and applications. 1. GPT-4. As of 2024, OpenAI's GPT-4 stands …
12 Practical Large Language Model (LLM) Applications
2024年1月19日 — With adoption increasing, there are some practical applications of language models that appear to be promising. 12 Best LLM Applications 1. Translation With Language …
7 Top Large Language Model Use Cases And Applications
2024年10月28日 — In this comprehensive blog, we will dive into the exciting world of LLM use cases and applications and explore how these language superheroes are transforming …
LLM Use-Cases: Top 10 industries to benefit from LLMs - Data …
2023年8月22日 — LLM Use-Cases: 10 industries revolutionized by large language models Large language models are also instrumental in creating innovative search engines, educational …
Top 6 current LLM applications and use cases - Medium
2024年2月12日 — What is an LLM application? An LLM application is a method to improve or innovate work using LLMs. LLMs are particularly adept at Natural Language Processing …
LLM Applications and Use Cases - Markovate
2024年9月26日 — Explore the diverse LLM applications and real-world use cases in industries like healthcare, tech, and finance.
What is a Large Language Model (LLM) - GeeksforGeeks
2024年1月10日 — Large Language Models (LLMs) represent a breakthrough in artificial intelligence, employing neural network techniques with extensive parameters for advanced …
What are LLMs, and how are they used in generative AI?
2024年2月7日 — In the simplest of terms, LLMs are next-word prediction engines. Along with OpenAI’s GPT-3 and 4 LLM, popular LLMs include open models such as Google’s LaMDA …
Building LLM-powered applications in Go
2024年9月12日 — This blog post works through an example of using Go for a simple LLM-powered application. It starts by describing the problem the demo application is solving, and proceeds …
Building LLM Apps: A Clear Step-By-Step Guide
2024年6月10日 — Over the past two years, I’ve helped organizations leverage LLMs to build innovative applications. Through this experience, I developed a battle-tested method for …
Emerging Architectures for LLM Applications - Andreessen …
2023年6月20日 — Startups like Steamship provide end-to-end hosting for LLM apps, including orchestration (LangChain), multi-tenant data contexts, async tasks, vector storage, and key …
Deploying LLM Applications with LangServe: A Step-by-Step Guide
2024年6月6日 — In this guide, we'll explore how to deploy LLM applications using LangServe, a tool designed to simplify and streamline this complex process. From installation to integration, …
Elevate Your LLM Applications to Production via LLMOps
2023年11月15日 — As we unveil the General Availability of prompt flow, we extend the horizon further with enhanced features aimed at operationalizing LLM applications via LLMOps, …
Evaluating LLM systems: Metrics, challenges, and best practices
2024年3月5日 — When delving into the evaluation metrics of LLM systems, it is crucial to tailor the criteria based on the application scenarios to ensure a nuanced and context-specific assessment.
LLM Architecture Diagram: Comprehensive Guide | PromptLayer
1 天前 — A Large Language Model (LLM) is an advanced AI system trained to understand and generate human-like text based on large datasets. Understanding LLM architecture is crucial …
A Survey of LLM-based Agents: Theories, Technologies, Applications …
A survey of LLM-based agents from the perspective of theories, technologies, applications and suggestions, respectively is proposed, and pertinent suggestions based on the observations of …
The OWASP LLM and AI Security Landscape: A Comprehensive …
2024年11月6日 — The rapid adoption of Generative AI and Large Language Models (LLMs) has transformed the way organizations build and deploy advanced applications. However, with this …
LLM evaluation in enterprise applications: a new era in ML
1 天前 — These criteria offer a foundational approach to assessing LLM performance and are integral to fostering trust and security within AI applications. Accuracy ensures that models …
Accelerating Llama.cpp Performance in Consumer LLM Applications …
2024年10月30日 — While the competition’s laptop did not offer a speedup using the Vulkan-based version of Llama.cpp in LM Studio, we compared iGPU performance using the first-party Intel …
[2411.14962] LLM for Barcodes: Generating Diverse Synthetic Data …
4 天之前 — Accurate barcode detection and decoding in Identity documents is crucial for applications like security, healthcare, and education, where reliable data extraction and …
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