Tag: LLMs

LLMs for philosophers (and philosophy for LLMs)

(Edit: as some people are reading this, I figured I’d share some of my academic work on the topic — this is about how to think of meaning when it comes to LLMs. The title is missing, it’s anonymous, and I put it through ChatGPT to help anonymous review but feel free to sh...

Custom LLMs in Action: How to successfully integrate LLMs in your company

Welcome to the first post of our series “Custom LLMs in Action”, which aims to guide businesses through the complex process of integration of LLMs in their operations by leveraging Aptitude’s first hand experience. Throughout this series we will delve into various perspectives; str...

Leveraging LLMs with LangChain for Supply Chain Analytics ??? A Control Tower Powered by GPT

A Supply Chain Control Tower can be defined as a centralized solution that provides visibility and monitoring capabilities to manage end-to-end supply chain operations efficiently. This analytical tool enables a Supply Chain department to track, understand and resolve critical issues in real time...

Will AI Replace Lawyers? Research on the Application of LLMs in the Legal Field

Recently, there has been a shift in investment focus in the primary market from the field of LLMs to the application layer of large language models. There is a growing focus on how to effectively integrate large language models into practical scenarios. In various applications, we see great potentia...

Document-Oriented Agents: A Journey with Vector Databases, LLMs, Langchain, FastAPI, and Docker

Document-oriented agents are starting to get traction in the business landscape. Companies increasingly leverage these tools to capitalize on internal documentation, enhancing their business processes. A recent McKinsey report [1] underscores this trend, suggesting generative AI could boost the glob...

Train Instruct LLMs On Your GPU with DeepSpeed Chat ??? Step #1: Supervised Fine-tuning

Instruct large language models (LLMs) have become extremely popular since the release of ChatGPT by OpenAI. We can now find online many chat models mimicking the behavior of ChatGPT (since many of them are actually trained on ChatGPT’s outputs) and fine-tuned for different domains. OpenAI d...