Mohammad Reza Mahdianillms-vs-slms-in-development.hashnode.dev·2 hours agoLLMs vs SLMs in DevelopmentLarge Language Models (LLMs): - Overview: LLMs are trained on vast datasets with billions of parameters, enabling them to generate human-like text, understand context, and perform complex tasks like coding assistance, summarization, or problem-solvin...llm
Miloš Švaňasvana.name·14 hours agoEnhancing LLM Capabilities in Creative Idea GenerationMost large language model (LLM) benchmarks focus on tasks like coding or logic. But what about open-ended problems with no straightforward solutions? Let's say you need help implementing a cache for your web application. Unless your app is trivial, t...aitools
Philippe Charrièrek33g.hashnode.dev·18 hours ago"Tool Calling" and OllamaPrerequisites You should have read the previous article, Developing Generative AI Applications in Go with Ollama, to understand the basics of using Ollama and baby LLMs. For this new article, we'll use this LLM, qwen2.5:1.5b. So run the following com...1 like·274 readsOllama, Tiny Language Models & Golangollama
DeDevsdedevsblog.hashnode.dev·Dec 22, 2024Mastering RAG: Guide to Retrieval-Augmented Generation in PythonIntroducing RAG Have you ever wondered how AI systems seem to recall knowledge so well? Enter Retrieval-Augmented Generation (RAG), a cutting-edge approach that combines large language models with external data for enhanced performance. In this blog ...RAG
K.boopathiprogrammerraja.hashnode.dev·Dec 22, 2024Generative AI: A Personal Deep Dive – My Notes and InsightsHey Everyone! As the world increasingly moves toward AI-driven solutions, I, as a full-stack developer, became intrigued by the potential of generative AI. Curious to explore its capabilities and challenges, I decided to dive in and learn more. Over ...generative ai
KiwiChipcodecompass.hashnode.dev·Dec 22, 2024LLMs 파인튜닝 프로젝트: 제품 설명으로 가격 예측하기💡 프로젝트 개요 👉 LLM(대형 언어 모델)을 처음부터 훈련하는 것은 비용이 많이 든다.➡️ 이를 해결하기 위해 전이 학습(Transfer Learning)을 사용한다.➡️ 기존의 Pretrained 모델을 베이스로 사용하고, 특정 작업(Task)을 위해 추가로 파인 튜닝하는 방식이다. 이번 프로젝트에서는 제품 설명을 기반으로 가격을 예측하는 모델을 구축한다.일반적으로 사용되는 회귀 모델 대신 Frontier 모델을 사용하여 더 뛰어난 성...Learning LLMsllm
Himesh Parasharblog.himeshparashar.com·Dec 22, 2024Taming the Titans: How Guardrails Keep LLMs Safe and ResponsibleLarge Language Models (LLMs) like ChatGPT have captured the world's imagination with their ability to generate human-like text, translate languages, and even write code. However, this immense power comes with inherent risks. Unveiled biases, generati...AI
huoruhika.hashnode.dev·Dec 21, 2024Tired of AI Giving You 'Lazy Answers'? Here's Our SolutionHika AI: Rethinking Knowledge Search Hika AI is an AI-powered "knowledge search tool" designed to help you quickly extend your knowledge in related fields or dive deep into key points of a question through Hika's "different perspectives," providing m...AI Search Engine
AI Author Team MemberforAI Authorityaiauthority.hashnode.dev·Dec 21, 2024System Design : How to start adding Generative AI to your product ?We already have a successful application. But how can we use leverage AI to make it better ? This question gets asked often. While traditional developers are good at building web applications, generative AI is a new field that requires a different wa...llm
AG2 Bloggerag2.hashnode.dev·Dec 20, 2024Knowledgeable Agents with FalkorDB Graph RAGAuthors: Mark Sze, Tvrtko Sternak, Davor Runje, AgentGenie, Qingyun Wu TL;DR: We introduce a new ability for AG2 agents, Graph RAG with FalkorDB, providing the power of knowledge graphs Structured outputs, using OpenAI models, provide strict adher...1 likellm
