While designing each "leaf" of my LLM workflow graph, or LLM-native architecture, I follow theLLM Triangle Principles³ to determine where and when to cut the branches, split them, or thicken the roots (by using prompt engineering techniques) and squeeze more of the lemon. 在设计 LLM 工作...
When asked for a joke to cheer you up, for instance, the pretrained model GPT-2 just repeated the question back three times. Clearly, improved training methods have to be found.”(但是,一个只经历过这种所谓的“预训练”的LLM还不是特别有用。例如,当被要求讲一个笑话让你高兴起来时,预训练的...
We present a long-awaited solution to check for a valid Revit API context and a whole bunch of short pointers to other mostly AI-related topics of interest – Determining Revit API context – Detect Revit user input state – Easy Revit API – Gemini with image and video input – LLM is ...
converts them into embeddings, indexes them into the vector store, and builds a simple query engine. After that, we will build a proper RAG chatbot with history using vector store as a retriever, LLM, and the memory buffer.
Check outThe 5 Best Vector Databasesfor your specific use case. They provide a simple API and fast performance. Qdrant getting started example. Image source:Local Quickstart - Qdrant Serving An essential component for your application is a high-throughput inference and serving engine for LLMs that...
通过构建和重用 LoRA 库实现模块化LLMs --- Towards Modular LLMs by Building and Reusing a Library of LoRAs (arxiv.org) 摘要: 随着基础大型语言模型(LLM)参数高效适应性的不断增加,研究是否能重用这些训练好的适配器以提升新任务的性能变得至关重要。我们探讨了如何在多任务数据基础上构建适配器库,并设计...
This repository provides a step-by-step guide to creating your own large language model (LLM). It walks you through each stage of the process, from initial design to pre-training on a general corpus and fine-tuning for specific tasks. - givgramacho/Build
A simple example of collaborative agents would be Miro, a digital collaboration platform that integrates collaborative LLM capabilities to enable teams to brainstorm ideas visually while facilitating real-time discussions. 5. Autonomous Agents These include two types of LLM agents: self-learning agents ...
Lanarky provides a powerful abstraction layer to allow developers to build simple LLM microservices in just a few lines of code. Here's an example to build a simple microservice that uses OpenAI'sChatCompletionservice: fromlanarkyimportLanarkyfromlanarky.adapters.openai.resourcesimportChatCompletionReso...
Welcome to Building AI Projects with LLM, Langchain, GAN course. This is a comprehensive project based course where you will learn how to develop advanced AI applications using Large Language Models, integrate workflow using Langchain, and generate images using Generative Adversarial Networks. This ...