Best AI tools for< Support Multiple Gpus >

Stablematic is a web-based platform that allows users to run Stable Diffusion and other machine learning models without the need for local setup or hardware limitations. It provides a user-friendly interface, pre-installed plugins, and dedicated GPU resources for a seamless and efficient workflow. Users can generate images and videos from text prompts, merge multiple models, train custom models, and access a range of pre-trained models, including Dreambooth and CivitAi models. Stablematic also offers API access for developers and dedicated support for users to explore and utilize the capabilities of Stable Diffusion and other machine learning models.

Juice Remote GPU is a software that enables AI and Graphics workloads on remote GPUs. It allows users to offload GPU processing for any CUDA or Vulkan application to a remote host running the Juice agent. The software injects CUDA and Vulkan implementations during runtime, eliminating the need for code changes in the application. Juice supports multiple clients connecting to multiple GPUs and multiple clients sharing a single GPU. It is useful for sharing a single GPU across multiple workstations, allocating GPUs dynamically to CPU-only machines, and simplifying development workflows and deployments. Juice Remote GPU performs within 5% of a local GPU when running in the same datacenter. It supports various APIs, including CUDA, Vulkan, DirectX, and OpenGL, and is compatible with PyTorch and TensorFlow. The team behind Juice Remote GPU consists of engineers from Meta, Intel, and the gaming industry.

LiveChatAI is an AI chatbot application that works with your data to provide interactive and personalized customer support solutions. It blends AI and human support to deliver dynamic and accurate responses, improving customer satisfaction and reducing support volume. With features like AI Actions, custom question & answers, and content import, LiveChatAI offers a seamless integration for businesses across various platforms and languages. The application is designed to be user-friendly, requiring no AI expertise, and offers instant localization in 95 languages.

The AI Diff Checker Comparator Online is an advanced online comparison tool that leverages AI technology to help users compare multiple text files, JSON files, and code files side by side. It offers both pairwise and baseline comparison modes, ensuring precise results. The tool processes files based on their content structure, supports various file types, and provides real-time editing capabilities. Users can benefit from its accurate comparison algorithms and innovative features, making it a powerful and easy-to-use solution for spotting differences between files.

15minuteplan.ai is a cutting-edge AI Business Plan Generator that enables entrepreneurs to create professional business plans in under 15 minutes. The tool simplifies the process by guiding users through a series of questions and leveraging advanced language models like GPT-3.5 and GPT-4 to generate comprehensive plans. It caters to entrepreneurs seeking investor funding, bank loans, or simply looking to create a business plan for various purposes. The AI tool is designed to save time and effort by providing quick and efficient solutions for business planning.

AI Comic Translate is an intelligent comic translation tool that revolutionizes comic translation by providing fast, accurate, and multi-language translation services for comic enthusiasts and creators. It offers cost-effective solutions, easy-to-use interface design, and supports translation between multiple languages, breaking language barriers and taking comic works global.

ASKTOWEB is an AI-powered service that enhances websites by adding AI search buttons to SaaS landing pages, software documentation pages, and other websites. It allows visitors to easily search for information without needing specific keywords, making websites more user-friendly and useful. ASKTOWEB analyzes user questions to improve site content and discover customer needs. The service offers multi-model accuracy verification, direct reference jump links, multilingual chatbot support, effortless attachment with a single line of script, and a simple UI without annoying pop-ups. ASKTOWEB reduces the burden on customer support by acting as a buffer for inquiries about available information on the website.

EmbedAI is a platform that enables users to create custom AI chatbots powered by ChatGPT. Users can train the chatbot on their own data and embed it on their website. The platform allows for customization of the chatbot's appearance and supports multiple languages. EmbedAI aims to provide efficient management of information and automated responses to user queries.

Kel is an AI Assistant designed to operate within the Command Line Interface (CLI). It offers users the ability to automate repetitive tasks, boost productivity, and enhance the intelligence and efficiency of their CLI experience. Kel supports multiple Language Model Models (LLMs) including OpenAI, Anthropic, and Ollama. Users can upload files to interact with their artifacts and bring their own API key for integration. The tool is free and open source, allowing for community contributions on GitHub. For support, users can reach out to the Kel team.

Doclingo is an AI-powered document translation tool that supports translating documents in various formats such as PDF, Word, Excel, PowerPoint, SRT subtitles, ePub ebooks, AR&ZIP packages, and more. It utilizes large language models to provide accurate and professional translations, preserving the original layout of the documents. Users can enjoy a limited-time free trial upon registration, with the option to subscribe for more features. Doclingo aims to offer high-quality translation services through continuous algorithm improvements.

ttsMP3.com is a free Text-To-Speech and Text-to-MP3 tool that allows users to easily convert US English text into professional speech for various purposes such as e-learning, presentations, YouTube videos, and website accessibility. The tool offers a wide range of voices in different languages and accents, including regular and AI voices. Users can download the generated speech as MP3 files, and customize speech with features like breaks, emphasis, speed adjustments, pitch variations, whispers, and conversations. Supported voice languages include Arabic, English, Portuguese, Spanish, Chinese, Danish, Dutch, French, German, Icelandic, Indian, Italian, Japanese, Korean, Mexican, Norwegian, Polish, Romanian, Russian, Swedish, Turkish, and Welsh.

Humanize AI Text is a free online AI humanizer tool that converts AI-generated content from ChatGPT, Google Bard, Jasper, QuillBot, Grammarly, or any other AI to human text without altering the content's meaning. The platform uses advanced algorithms to analyze and produce output that mimics human writing style. It offers various modes for conversion and supports multiple languages. The tool aims to help content creators, bloggers, and writers enhance their content quality and improve search engine ranking by converting AI-generated text into human-readable form.

Paraphrasing.io is a free AI paraphrasing tool that helps users rewrite, edit, and adjust the tone of their content for improved comprehension. It prevents plagiarism in various types of content such as blogs, research papers, and more using cutting-edge AI technology. The tool offers four paraphrasing modes to cater to different writing styles and resonates with a distinct writing style. Users including writers, bloggers, researchers, students, and laypersons can benefit from this online tool to enhance the uniqueness, engagement, and readability of their content.

CoeFont is a global AI Voice Hub that offers innovative AI voice solutions to empower users worldwide to unleash the full potential of their voices. With features like Text-to-Speech Editor, Voice Changer, and AI Voice Creation, CoeFont provides a platform for users to transform written text into lifelike audio, experiment with voice effects, and monetize their voice talent. The application supports multiple languages, offers a wide range of voices, and ensures natural-sounding interactions through real-time conversion. CoeFont is dedicated to promoting inclusivity and accessibility through initiatives like the Voice for All project, providing free AI voice services to individuals at risk of losing their voices.

Corti is an AI platform that provides advanced capabilities for patient consultations. It offers features such as Co-Pilot, a proactive AI scribe and assistant for clinicians, and Mission Control, an AI-powered conversation recorder. Corti's AI tools support various healthcare tasks, including high precision procedure and diagnosis coding, context-aware assistants for clinicians, and support for multiple languages in speech and text. The platform is trusted by major hospitals and healthcare providers worldwide.

Spinach is an AI-powered tool that transforms meeting discussions into actionable notes and automates post-meeting tasks. It seamlessly integrates with existing tools, supports multiple languages, and ensures enterprise-grade security. Users can effortlessly capture decision points, action items, and status updates, enhancing team collaboration and productivity.

CodeAI is an advanced AI tool designed to optimize the development process for coders of all levels. It offers cutting-edge AI capabilities to enhance coding efficiency, provide real-time feedback, automate tasks like generating commit messages and updating changelogs, and boost productivity. CodeAI supports multiple programming languages and is suitable for individual developers, small teams, and professionals working on various projects.

ClassPoint is an AI quiz generator tool integrated with PowerPoint that allows users to effortlessly create engaging quiz questions from their slides using AI technology. The tool supports multiple quiz types, Bloom's taxonomy, and offers multi-language support powered by OpenAI. With ClassPoint, educators can enhance student engagement, evaluate understanding, and collect live responses during presentations. The AI feature analyzes PowerPoint slides, generates customized quizzes, and provides interactive quiz functionalities, making teaching and learning more interactive and efficient.

Spicy Chat AI is an innovative AI application that allows users to engage in uncensored adult-themed conversations with lifelike NSFW Character AI. Users can create virtual personas, enjoy uninhibited chats, and experience emotional depth in a safe and expressive environment. The platform prioritizes user privacy with SSL encryption and compliance with data protection standards. Spicy Chat AI offers both free and premium plans, supporting multiple languages and unique features like AI voice response and chat-based image generation.

Docify AI is an AI-assisted code comment and documentation tool designed to help software developers improve code quality, save time, and increase productivity. It offers features such as automated documentation generation, comment translation, inline comments, and code coverage analysis. The tool supports multiple programming languages and provides a user-friendly interface for efficient code documentation. Docify AI is built on proprietary AI models, ensuring data privacy and high performance for professional developers.

MEGREZ is a modern and elegant open-source high-performance computing platform that efficiently manages GPU resources. It allows for easy container instance creation, supports multiple nodes/multiple GPUs, modern UI environment isolation, customizable performance configurations, and user data isolation. The platform also comes with pre-installed deep learning environments, supports multiple users, features a VSCode web version, resource performance monitoring dashboard, and Jupyter Notebook support.

FluidFrames.RIFE is a Windows app powered by RIFE AI to create frame-generated and slowmotion videos. It is written in Python and utilizes external packages such as torch, onnxruntime-directml, customtkinter, OpenCV, moviepy, and Nuitka. The app features an elegant GUI, video frame generation at different speeds, video slow motion, video resizing, multiple GPU support, and compatibility with various video formats. Future versions aim to support different GPU types, enhance the GUI, include audio processing, optimize video processing speed, and introduce new features like saving AI-generated frames and supporting different RIFE AI models.

Jina is a tool that allows users to build multimodal AI services and pipelines using cloud-native technologies. It provides a Pythonic experience for serving ML models and transitioning from local deployment to advanced orchestration frameworks like Docker-Compose, Kubernetes, or Jina AI Cloud. Users can build and serve models for any data type and deep learning framework, design high-performance services with easy scaling, serve LLM models while streaming their output, integrate with Docker containers via Executor Hub, and host on CPU/GPU using Jina AI Cloud. Jina also offers advanced orchestration and scaling capabilities, a smooth transition to the cloud, and easy scalability and concurrency features for applications. Users can deploy to their own cloud or system with Kubernetes and Docker Compose integration, and even deploy to JCloud for autoscaling and monitoring.

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Heurist Miner is a tool that allows users to contribute their GPU for AI inference tasks on the Heurist network. It supports dual mining capabilities for image generation models and Large Language Models, offers flexible setup on Windows or Linux with multiple GPUs, ensures secure rewards through a dual-wallet system, and is fully open source. Users can earn rewards by hosting AI models and supporting applications in the Heurist ecosystem.

RealScaler is a Windows app powered by RealESRGAN AI to enhance, upscale, and de-noise photos and videos. It provides an easy-to-use GUI for upscaling images and videos using multiple AI models. The tool supports automatic image tiling and merging to avoid GPU VRAM limitations, resizing images/videos before upscaling, interpolation between original and upscaled content, and compatibility with various image and video formats. RealScaler is written in Python and requires Windows 11/10, at least 8GB RAM, and a Directx12 compatible GPU with 4GB VRAM. Future versions aim to enhance performance, support more GPUs, offer a new GUI with Windows 11 style, include audio for upscaled videos, and provide features like metadata extraction and application from original to upscaled files.

sdkit (stable diffusion kit) is an easy-to-use library for utilizing Stable Diffusion in AI Art projects. It includes features like ControlNets, LoRAs, Textual Inversion Embeddings, GFPGAN, CodeFormer for face restoration, RealESRGAN for upscaling, k-samplers, support for custom VAEs, NSFW filter, model-downloader, parallel GPU support, and more. It offers a model database, auto-scanning for malicious models, and various optimizations. The API consists of modules for loading models, generating images, filters, model merging, and utilities, all managed through the sdkit.Context object.

QualityScaler is a Windows app powered by AI to enhance, upscale, and de-noise photographs and videos. It provides an easy-to-use GUI for upscaling images and videos using multiple AI models. The tool supports automatic image tiling and merging to avoid GPU VRAM limitations, resizing images/videos before upscaling, and interpolation between the original and upscaled content. QualityScaler is written in Python and utilizes external packages such as torch, onnxruntime-directml, customtkinter, OpenCV, moviepy, and nuitka. It requires Windows 11 or Windows 10, at least 8GB of RAM, and a Directx12 compatible GPU with 4GB VRAM or more. The tool aims to continue improving with upcoming versions by adding new features, enhancing performance, and supporting additional AI architectures.

llamafile is a tool that enables users to distribute and run Large Language Models (LLMs) with a single file. It combines llama.cpp with Cosmopolitan Libc to create a framework that simplifies the complexity of LLMs into a single-file executable called a 'llamafile'. Users can run these executable files locally on most computers without the need for installation, making open LLMs more accessible to developers and end users. llamafile also provides example llamafiles for various LLM models, allowing users to try out different LLMs locally. The tool supports multiple CPU microarchitectures, CPU architectures, and operating systems, making it versatile and easy to use.

PPL LLM Serving is a serving based on ppl.nn for various Large Language Models (LLMs). It provides inference support for LLaMA. Key features include: * **High Performance:** Optimized for fast and efficient inference on LLM models. * **Scalability:** Supports distributed deployment across multiple GPUs or machines. * **Flexibility:** Allows for customization of model configurations and inference pipelines. * **Ease of Use:** Provides a user-friendly interface for deploying and managing LLM models. This tool is suitable for various tasks, including: * **Text Generation:** Generating text, stories, or code from scratch or based on a given prompt. * **Text Summarization:** Condensing long pieces of text into concise summaries. * **Question Answering:** Answering questions based on a given context or knowledge base. * **Language Translation:** Translating text between different languages. * **Chatbot Development:** Building conversational AI systems that can engage in natural language interactions. Keywords: llm, large language model, natural language processing, text generation, question answering, language translation, chatbot development

KsanaLLM is a high-performance engine for LLM inference and serving. It utilizes optimized CUDA kernels for high performance, efficient memory management, and detailed optimization for dynamic batching. The tool offers flexibility with seamless integration with popular Hugging Face models, support for multiple weight formats, and high-throughput serving with various decoding algorithms. It enables multi-GPU tensor parallelism, streaming outputs, and an OpenAI-compatible API server. KsanaLLM supports NVIDIA GPUs and Huawei Ascend NPU, and seamlessly integrates with verified Hugging Face models like LLaMA, Baichuan, and Qwen. Users can create a docker container, clone the source code, compile for Nvidia or Huawei Ascend NPU, run the tool, and distribute it as a wheel package. Optional features include a model weight map JSON file for models with different weight names.

Booster is a powerful inference accelerator designed for scaling large language models within production environments or for experimental purposes. It is built with performance and scaling in mind, supporting various CPUs and GPUs, including Nvidia CUDA, Apple Metal, and OpenCL cards. The tool can split large models across multiple GPUs, offering fast inference on machines with beefy GPUs. It supports both regular FP16/FP32 models and quantised versions, along with popular LLM architectures. Additionally, Booster features proprietary Janus Sampling for code generation and non-English languages.

AI-Horde-Worker is a repository containing the original reference implementation for a worker that turns your graphics card(s) into a worker for the AI Horde. It allows users to generate or alchemize images for others. The repository provides instructions for setting up the worker on Windows and Linux, updating the worker code, running with multiple GPUs, and stopping the worker. Users can configure the worker using a WebUI to connect to the horde with their username and API key. The repository also includes information on model usage and running the Docker container with specified environment variables.

Tutel MoE is an optimized Mixture-of-Experts implementation that offers a parallel solution with 'No-penalty Parallism/Sparsity/Capacity/Switching' for modern training and inference. It supports Pytorch framework (version >= 1.10) and various GPUs including CUDA and ROCm. The tool enables Full Precision Inference of MoE-based Deepseek R1 671B on AMD MI300. Tutel provides features like all-to-all benchmarking, tensorcore option, NCCL timeout settings, Megablocks solution, and dynamic switchable configurations. Users can run Tutel in distributed mode across multiple GPUs and machines. The tool allows for custom MoE implementations and offers detailed usage examples and reference documentation.

simple_GRPO is a very simple implementation of the GRPO algorithm for reproducing r1-like LLM thinking. It provides a codebase that supports saving GPU memory, understanding RL processes, trying various improvements like multi-answer generation, regrouping, penalty on KL, and parameter tuning. The project focuses on simplicity, performance, and core loss calculation based on Hugging Face's trl. It offers a straightforward setup with minimal dependencies and efficient training on multiple GPUs.

TensorRT-LLM is an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM contains components to create Python and C++ runtimes that execute those TensorRT engines. It also includes a backend for integration with the NVIDIA Triton Inference Server; a production-quality system to serve LLMs. Models built with TensorRT-LLM can be executed on a wide range of configurations going from a single GPU to multiple nodes with multiple GPUs (using Tensor Parallelism and/or Pipeline Parallelism).

LitServe is a high-throughput serving engine for deploying AI models at scale. It generates an API endpoint for a model, handles batching, streaming, autoscaling across CPU/GPUs, and more. Built for enterprise scale, it supports every framework like PyTorch, JAX, Tensorflow, and more. LitServe is designed to let users focus on model performance, not the serving boilerplate. It is like PyTorch Lightning for model serving but with broader framework support and scalability.

This repository provides the latest implementation for the AI Horde Worker, allowing users to utilize their graphics card(s) to generate, post-process, or analyze images for others. It offers a platform where users can create images and earn 'kudos' in return, granting priority for their own image generations. The repository includes important details for setup, recommendations for system configurations, instructions for installation on Windows and Linux, basic usage guidelines, and information on updating the AI Horde Worker. Users can also run the worker with multiple GPUs and receive notifications for updates through Discord. Additionally, the repository contains models that are licensed under the CreativeML OpenRAIL License.

Easy Diffusion 3.0 is a user-friendly tool for installing and using Stable Diffusion on your computer. It offers hassle-free installation, clutter-free UI, task queue, intelligent model detection, live preview, image modifiers, multiple prompts file, saving generated images, UI themes, searchable models dropdown, and supports various image generation tasks like 'Text to Image', 'Image to Image', and 'InPainting'. The tool also provides advanced features such as custom models, merge models, custom VAE models, multi-GPU support, auto-updater, developer console, and more. It is designed for both new users and advanced users looking for powerful AI image generation capabilities.

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