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Unsloth: an open source tool for efficiently fine-tuning and training large language models - Chief AI Sharing Circle

Unsloth: an open source tool for efficiently fine-tuning and training large language models

General Introduction Unsloth is an open source project designed to provide efficient tools for fine-tuning and training large language models (LLMs). The project supports a wide range of well-known models, including Llama, Mistral, Phi, and Gemma, etc. Unsloth's main features are the ability to significantly reduce memory usage and speed up training...

MaxKB: Out-of-the-box AI Knowledge Base Q&A System for Intelligent Customer Service and In-house Knowledge Base - Chief AI Sharing Circle

MaxKB: Out-of-the-box AI Knowledge Base Q&A System for Smart Customer Service and In-house Knowledge Base

Comprehensive Introduction MaxKB (Max Knowledge Base) is an open source knowledge base Q&A system based on large language modeling and RAG (Retrieval Augmented Generation). The system is widely used in intelligent customer service, enterprise internal knowledge base, academic research and education and other scenarios.MaxKB supports direct upload documents or automatically crawl in...

OmniThink: a writing framework for generating high-quality long articles, reflecting on external knowledge after searching for it and gradually building a knowledge tree - Chief AI Sharing Circle

OmniThink: a writing framework for generating high-quality long articles, searching for external knowledge and then reflecting on it and building a knowledge tree step by step

Comprehensive Introduction OmniThink is an innovative machine writing framework designed to generate high-quality, long-form articles by mimicking the iterative expansion and reflection of human cognitive processes. The framework focuses on extending the boundaries of knowledge and generating information that is rich and deep.OmniThink generates articles by building outlines and...

OpenAI Realtime Agents: Multi-Intelligent Body Speech Interaction Application (OpenAI Example) - Chief AI Sharing Circle

OpenAI Realtime Agents: A Multi-Intelligent Body Speech Interaction Application (OpenAI Example)

General Introduction OpenAI Realtime Agents is an open source project that aims to show how OpenAI's real-time API can be utilized to build multi-intelligent body speech applications. It provides a high-level intelligent body model (borrowed from OpenAI Swarm) that allows developers to build complex multi-intelligent body speech systems in a short time...

MiniRAG: Simplified Retrieval Enhanced Generation Framework, Entity Graph Indexing Recalls Relevant Text Blocks-Chief AI Sharing Circle

MiniRAG: Simplified Retrieval Enhanced Generation Framework, Entity Graph Index Recall Relevant Text Blocks

Comprehensive Introduction MiniRAG is an extremely simple Retrieval Augmented Generation (RAG) framework that aims to enable good RAG performance even for small models through heterogeneous graph indexing and lightweight topology-enhanced retrieval. It is developed by the Hong Kong University Data Science Laboratory (HKUDS) and focuses on solving the Small Language Model (SLM...

Omni-RGPT: A Multimodal Grand Model for Image and Video Region-Level Understanding to Enhance Visual Content Analysis - Chief AI Sharing Circle

Omni-RGPT: A Multimodal Large Model for Image and Video Region-Level Understanding to Enhance Visual Content Analysis

Comprehensive Introduction Omni-RGPT is a multimodal large language model designed to enable region-level understanding of images and videos. By introducing the Token Mark technique, Omni-RGPT is able to highlight target regions in the visual feature space and embed these tokens directly through region cues (e.g., boxes or masks), while placing...

Bailing: a low-latency open source voice dialog assistant that easily realizes natural conversational communication - Chief AI Sharing Circle

Bailing: a low-latency open source voice dialog assistant that easily realizes natural conversational exchanges

Comprehensive Introduction Bailing (Bailing) is an open source voice conversation assistant designed to engage in natural conversations with users through speech. The project combines speech recognition (ASR), voice activity detection (VAD), large language modeling (LLM) and speech synthesis (TTS) technologies to achieve a GPT-4o-like speech...

AIEvo: An Efficient Framework for Creating Multi-Intelligence Collaborative Applications - Chief AI Sharing Circle

AIEvo: An Efficient Framework for Creating Multi-Intelligent Collaborative Applications

General Introduction AIEvo is Ant Group's open source multi-agent framework designed to efficiently create multi-agent applications. The framework strictly follows the SOP task graph to improve the execution success rate of complex tasks , and through feedback and monitoring mechanisms to ensure high flexibility and scalability.AIEvo has been verified in the Ant Group internal production environment ...

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