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Injecting New Knowledge into Large Language Models via ...


The future landscape of large language models in medicine - PMC

Large language models (LLMs) are artificial intelligence (AI) tools specifically trained to process and generate text. LLMs attracted ...

KILM: Knowledge Injection into Encoder-Decoder Language Models

To enhance this implicit knowledge, we propose Knowledge Injection into Language Models (KILM), a novel approach that injects entity-related knowledge into ...

Scalable watermarking for identifying large language model outputs

Large language models (LLMs) have enabled the generation of high-quality synthetic text, often indistinguishable from human-written content, ...

I still don't have a really good answer to this question - Hacker News

... Large Language Models ... Tuning via transformer adapters pretty much added new knowledge to QA models or could be used for adversarial QA ...

How Modular Bricks are Revolutionizing the Efficiency of Large ...

Large language models (LLMs) have revolutionized natural language processing by offering sophisticated abilities for a range of applications ...

ICML 2024 Papers

Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks ... via Denoising In-Context Learning · BiLLM ...

Few-Shot Prompting - Prompt Engineering Guide

While large-language models demonstrate remarkable zero-shot capabilities, they still fall short on more complex tasks when using the zero ...

GPT-4 - Wikipedia

Generative Pre-trained Transformer 4 (GPT-4) is a multimodal large language model created by OpenAI, and the fourth in its series of GPT foundation models.

Economic potential of generative AI - McKinsey

Four months later, OpenAI released a new large language model, or LLM, called GPT-4 with markedly improved capabilities. 1“Introducing ...

ChatGPT Exposes Its Instructions, Knowledge & OS Files

With some specific prompt engineering, users can execute commands almost like one would in a shell, upload and manage files as they would in an ...

GPT-4 System Card | OpenAI

... latest large language model in the GPT family of models.[8, 9, 10] Since it finished training in August of 2022, we have been evaluating ...

NeurIPS 2024 Papers

Enhancing Large Language Models via Additional Pre-Training on Principled Synthetic Logic Corpus · MADiff: Offline Multi-agent Learning with Diffusion Models ...

AWS Workshops

By completing this workshop you will learn how to train large language models (LLMs) on SageMaker HyperPod worker nodes while using an EKS control plane to ...

Everything I've learned so far about running local LLMs

Over the past month I've been exploring the rapidly evolving world of Large Language Models (LLM). It's now accessible enough to run a LLM ...

ChatGPT plugins - OpenAI

Plugins are tools designed specifically for language models with safety as a core principle, and help ChatGPT access up-to-date information, run computations, ...

SQL Injection - OWASP Foundation

SQL injection attacks are a type of injection attack, in which SQL commands are injected into data-plane input in order to affect the execution of predefined ...

Data, Privacy, and Security for Microsoft 365 Copilot

Large language models (LLMs) · Content in Microsoft Graph, such as emails, chats, and documents that you have permission to access. · The Microsoft 365 ...

AI? Patience young grasshopper - The TRADE

... large language models (LLM), it has now transformed into an entirely new entity of seemingly unlimited potential. ... knowledge is always the ...

Top 20 LLM Guardrails With Examples - DataCamp

The fact-check validator cross-references LLM-generated content with external knowledge sources via APIs. ... A Guide on Large Language Models and ...

Conceptual guide | 🦜 LangChain

Chat models: LLMs exposed via ... Retrieval Augmented Generation (RAG): A technique that enhances language models by combining them with external knowledge bases.