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Petals: distributed shared GPU running and fine-tuning of large language models, sharing GPU resources like a BitTorrent network - Chief AI Sharing Circle

Petals: distributed shared GPU running and fine-tuning of large language models, sharing GPU resources like a BitTorrent network

General Introduction Petals is an open source project developed by the BigScience Workshop to run Large Language Models (LLMs) through a distributed computing approach. Users can run and fine-tune LLMs at home using consumer-grade GPUs or Google Colab, such as Llama 3.1, Mixtral, F...

Aphrodite Engine: an efficient LLM inference engine that supports multiple quantization formats and distributed inference.

Comprehensive Introduction Aphrodite Engine is the official backend engine for PygmalionAI, designed to provide an inference endpoint for PygmalionAI sites and support rapid deployment of Hugging Face compatible models. The engine utilizes vLLM's Paged Attention technology for efficient K/V management and continuous batch processing,...

llama.cpp: efficient inference tool, support multiple hardware, easy to realize LLM inference-Chief AI Sharing Circle

llama.cpp: efficient inference tool, supports multiple hardware, easy to implement LLM inference

General Introduction llama.cpp is a library implemented in pure C/C++ designed to simplify the inference process for Large Language Models (LLM). It supports a wide range of hardware platforms, including Apple Silicon, NVIDIA GPUs, and AMD GPUs, and provides a variety of quantization options to increase inference speed and reduce memory usage. The project ...

Morphic: AI-powered open-source search engine offers smart Q&A, video search, UI code generation - Chief AI Sharing Circle

Morphic: AI-powered open-source search engine that offers smart Q&A, video search, and generates UI code

General Introduction Morphic is a search engine based on AI technology with a generative user interface designed to provide intelligent Q&A and efficient search experience. Users can perform a variety of searches including text, video, etc. with Morphic, and can save search history and share search results.Morphic supports a variety of AI...

Hyperspace (aiOS): distributed AI arithmetic sharing network, aiOS generative browser, Deep Knowledge Intelligence Body - Chief AI Sharing Circle

Hyperspace (aiOS): distributed AI arithmetic sharing network, aiOS generative browser, deep knowledge intelligences

General Introduction Hyperspace is an innovative generative browser (aiOS), based on the world's largest peer-to-peer AI network, designed to provide users with powerful tools for deep research and analysis. By integrating a wide range of AI models and data sources, Hyperspace allows users to rapidly generate information networks, utilizing high-quality sources...

GroundX: Building a RAG (Retrieval Augmentation) API based on real, hallucination-free data - Chief AI Sharing Circle

GroundX: Building a RAG (Retrieval Augmentation) API Based on Real, Illusion-Free Data

Comprehensive Introduction GroundX is a full-stack solution designed for building real-data based LLM (Large Language Model) applications, specifically designed to build a full suite of RAG applications. It solves the phantom problem that traditional vector databases create when processing complex documents through dynamic chunking and context generation, helping...

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Chief AI Sharing Circle specializes in AI learning, providing comprehensive AI learning content, AI tools and hands-on guidance. Our goal is to help users master AI technology and explore the unlimited potential of AI together through high-quality content and practical experience sharing. Whether you are an AI beginner or a senior expert, this is the ideal place for you to gain knowledge, improve your skills and realize innovation.

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