Best Large Language Models (LLMs) & Frameworks in 2024
WEBApr 26, 2024 · What Is an LLM framework? An LLM framework refers to the architecture and software environment that supports the development, training, and deployment of large language models.
7 Frameworks for Serving LLMs - Better Programming
WEBJul 30, 2023 · This article aims to compare different open-source libraries for LLM inference and serving. We will explore their killer features and shortcomings with real-world deployment examples. We will look at frameworks such as vLLM, Text generation inference, OpenLLM, Ray Serve, and others.
Top 10 Open-Source LLM Frameworks 2024
WEBMay 9, 2024 · Here are the top 10 open-source LLM frameworks available in 2024: LLaMA 2 - Powerful LLM from Meta with up to 70B parameters, multilingual support, customizability, and an active community. GPT-NeoX-20B - 20B parameter autoregressive LLM from EleutherAI, open-source with strong performance.
The 7 Best LLM Framework Options to Improve Productivity
WEBJan 22, 2024 · There's a vast ecosystem of LLMs out there now, so here are a few standout LLM framework options to help you make the most out of your data.
AutoGen: Enabling next-generation large language model …
WEBSep 25, 2023 · Microsoft researchers are introducing AutoGen, a framework for simplifying the orchestration, optimization, and automation of workflows for large language model (LLM) applications—potentially transforming and extending what LLMs can do.
GitHub - ModelTC/lightllm: LightLLM is a Python-based LLM …
WEBLightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.
The architecture of today's LLM applications - The GitHub Blog
WEBOct 30, 2023 · The architecture of today’s LLM applications. Here’s everything you need to know to build your first LLM app and problem spaces you can start exploring today. We want to empower you to experiment with LLM models, build your own applications, and discover untapped problem spaces.
llm-framework · GitHub Topics · GitHub
WEB2 days ago · Pull requests. Discussions. The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allowing users to chat with LLM models, execute structured function calls and get structured output. Works also with models not fine-tuned to JSON output and function calls.
Introduction to Large Language Models - Google Developers
WEBSep 6, 2024 · Define language models and large language models (LLMs). Define key LLM concepts, including Transformers and self-attention. Describe the costs and benefits of LLMs, along with common use cases....
A lightweight framework for building LLM-based agents
WEBLagent is a lightweight open-source framework that allows users to efficiently build large language model (LLM)-based agents. It also provides some typical tools to augment LLM. The overview of our framework is shown below: Major Features.
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