Tag: LLM
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Latest Research on Medical LLM Models
Models like BioBERT, ClinicalBERT, and PubMedGPT are making waves. They’re fine-tuned on medical texts, making them sharp tools for healthcare tasks. Next, we have multimodal models. These beauties integrate text with images and structured data, boosting diagnostic accuracy and personalized treatment plans. Making these models understandable is key. Researchers are on it. Benchmarks Datasets Medical…
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Hacking LLMs
What not to do and how to do it. This post aims to give you an idea of how critical it is to continuously improve guardrails around your LLM powered solutions. Prompt engineering can be used to make your LLM based chat bots produce harmful content and even reveal sensitive data. People are not going…
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Use private data securely with an LLM
Large language models (LLMs) are amazing but one shortcoming is that they wont be able to answer questions related to your private data. This is where RAG or retrieval-augmented generation comes in. RAG is a technique that lets you use LLMs with your private data. Dont roll your own RAG RAG architecture has quite a…
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Power up LLM bots with RAG + Hybrid search
Retrieval-Augmented Generation or RAG is important because it helps LLMs give more accurate answers by also including content (or context) from your private data. See this post on how you can implement RAG quickly and securely. With RAG, your private data is stored as an embedding in a vector database. Depending on the user query,…