Best AI tools for< Quick Inference >

Local AI Playground (local.ai) is a versatile AI management tool that allows users to experiment with AI offline and in private without the need for a GPU. It is a native app designed to simplify the entire AI process, offering features such as CPU inferencing, model management, and digest verification. With a memory-efficient Rust backend, the application is compact and lightweight, making it ideal for various AI tasks. Users can start an inference session with just a few clicks and benefit from upcoming features like GPU inferencing and model recommendation. Local AI Playground is free, open-source, and provides a seamless experience for AI enthusiasts and professionals.

The website offers a free AI Reels maker that allows users to create and publish reels in their own cloned voice. Users can convert text to reels, news to reels, and blog to reels in multiple languages. The application provides various features such as creating reels on different topics like facts, education, industry insights, statistics, quizzes, and more. Users can also promote daily tips, famous quotes, testimonials, how-to guides, product demos, jokes, and facts. Additionally, the website supports multiple languages and offers an affiliate program for users.

CorporateHeadshots.ai is an AI-powered platform that allows users to create professional headshots from the comfort of their own homes. The platform uses state-of-the-art technology to transform selfies into studio-grade headshots, tailored to the user's unique features. CorporateHeadshots.ai is a convenient and affordable solution for individuals and businesses looking to elevate their professional image.

AI Avatar Generator is a free tool that allows you to create amazing profile pictures and headshots in any setting using AI technology. With just a text prompt describing the image you want, the tool will generate a high-quality image that you can use for your social media profiles, website, or other purposes. You can also select from a variety of preset filters or create your own custom prompts to get the perfect image. AI Avatar Generator is a quick and easy way to create unique and professional-looking images for any occasion.

TheFinAdvisor.com is an AI financial advisor platform that offers personalized investment strategies and expert guidance tailored to individual financial goals. Users can receive assistance in managing student loans, credit cards, debt restructuring, home purchases, car/truck acquisitions, house market investments, early retirement planning, world travel, and business building. The platform also provides insights on financial topics, encourages user questions, and facilitates community connections with financial experts. Additionally, users can explore various financial services, share reviews, and monetize content as financial influencers.

AniGenie is an AI-powered anime character generation tool that allows users to create unique anime characters in seconds. With various styles, expressions, and customizations available, users can unleash their creativity and bring their imagination to life. The tool has received positive feedback from anime, manga creators, and game developers for its ability to overcome creative blocks and provide inspiring character designs.

MyLooks AI is an AI-powered tool that allows users to assess their attractiveness based on a quick selfie upload. The tool provides instant feedback on the user's appearance and offers personalized improvement tips to help them enhance their looks. Users can track their progress with advanced AI-powered coaching and receive easy guidance to boost their confidence. MyLooks AI aims to help individuals feel more confident and improve their self-image through the use of artificial intelligence technology.

Tinder Glowup is an AI application that helps users visualize themselves with abs using artificial intelligence technology. By uploading a picture, the AI model generates custom abs pictures in minutes, providing users with motivation for the gym and enhancing their online dating profiles. The application ensures data privacy by deleting uploaded pictures after 24 hours. With a one-time payment model and quick results, Tinder Glowup offers a convenient solution for those looking to transform their appearance digitally.

How Old Do I Look is a free online AI face age detector that utilizes advanced AI technology to estimate the age of a person based on their uploaded photo. Users can easily upload a photo without the need for registration or login, ensuring a quick and fun experience. The tool provides instant results by analyzing facial features and characteristics through AI-powered algorithms. User privacy is prioritized as photos are securely processed and not stored on the servers. How Old Do I Look offers a unique way to see one's age through the eyes of AI, allowing for entertaining comparisons with friends and family.

ToMusic.ai is an AI-powered text to music tool that transforms text into high-quality songs seamlessly. Users can create personalized soundtracks based on visual elements, control duration settings, add transition effects, and sync music with images. The platform offers advanced features like text to song AI, genre specification, and natural language input for creating unique musical pieces. ToMusic provides various pricing plans, royalty-free licensing for creators, and a user-friendly interface for quick results. The text to music technology continues to evolve, offering innovative solutions for music creation.

Snapcut.ai is an AI-powered video editing tool that specializes in repurposing long videos into engaging viral shorts. It leverages advanced artificial intelligence algorithms to automate the editing process, making it quick and easy for users to create captivating short videos for social media platforms. With a user-friendly interface and intuitive features, Snapcut.ai is a go-to tool for content creators, marketers, and social media enthusiasts looking to enhance their video editing capabilities.

AI Social Bio is an AI tool that generates social media bios using artificial intelligence. Users can add keywords, choose influencers for inspiration, and generate personalized bios. The app was created by two Indie Makers and offers quick feedback without saving user data. It is designed for individuals looking to enhance their social media presence with unique and engaging bios.

CaptionGen is an AI tool that helps users generate the perfect caption for their social media posts. By utilizing ChatGPT and Vercel Edge Functions, users can describe relevant content in their post and choose from various caption styles such as funny. The tool is powered by advanced AI technology and aims to streamline the caption creation process for users, offering a quick and efficient solution for enhancing their social media presence.

ProfilePacks is an AI tool that offers stunning AI-generated profile pictures for social media. Users can upload photos and receive beautifully crafted profile pictures created by artificial intelligence. The platform allows individuals to experience the magic of art in a unique and innovative way. With a simple process and quick results, ProfilePacks is a convenient solution for enhancing online presence through visually appealing images.

PicStudio.AI is an AI-powered application that generates professional portraits using cutting-edge AI technology. Users can create stunning, high-quality portraits for social media platforms like LinkedIn, Facebook, and Instagram. The app offers a quick and easy process to upload photos, choose a style, and receive personalized portraits in minutes. With features like face-matching AI, natural skin capturing, and high-resolution image processing, PicStudio.AI provides users with realistic and captivating portraits without the need for a professional photo shoot.

Trendvideo.ai is an AI video generator tool that allows users to create monetizable videos in seconds. It offers a range of customization options for video prompts, language, tone, dimension, duration, text style, video style, and audio music. The tool caters to social media content creators by providing unique and engaging videos suitable for platforms like TikTok, Instagram, and YouTube. Users can choose from different pricing plans based on their video generation needs, with features like premium voices, HD download, and 24/7 support. Trendvideo AI ensures that each video is original and customizable to fit specific target audiences.

Quick, Draw! is a game built with machine learning. You draw, and a neural network tries to guess what you're drawing. Of course, it doesn't always work. But the more you play with it, the more it will learn. So far we have trained it on a few hundred concepts, and we hope to add more over time. We made this as an example of how you can use machine learning in fun ways.

Quick QR Art is a free QR Code AI Art Generator that allows users to create, customize, and track stunning QR Codes Art. With Quick QR Art, users can easily generate QR Codes Art that are fully customizable, dynamic, and trackable. Quick QR Art also offers a comprehensive suite of link management tools, making it easy to manage and track all of your links in one place. Whether you're looking to create QR Codes Art for marketing, branding, or personal use, Quick QR Art has you covered.

Quick Creator is an AI-powered blogging platform that helps users create SEO-optimized content quickly and easily. It offers a range of features to help users with everything from writing and editing to hosting and publishing their blogs. Quick Creator is designed to be user-friendly and accessible to everyone, regardless of their technical expertise.

Quick Recruit is an AI-powered hiring solution that revolutionizes the recruitment process. By leveraging advanced artificial intelligence technology, Quick Recruit streamlines and enhances the hiring process for both employers and job seekers. The platform offers a range of innovative features designed to simplify recruitment, improve candidate matching, and optimize the overall hiring experience. With Quick Recruit, organizations can save time and resources while finding the best talent efficiently.

SUPIR is an AI-based image processing and upscaling tool that leverages cutting-edge technology to enhance image quality and resolution. The tool provides users with the ability to upscale images with high generalization and quality, as well as specific settings for light degradation scenarios. It offers a range of models and checkpoints for different use cases, along with detailed instructions for installation and usage. SUPIR also includes features for color fixing, linear CFG adjustments, and various prompts for image enhancement. The tool is designed for non-commercial use only and comes with a contact email for inquiries and permission requests for commercial use.

Gigax is a tool for creating and controlling Non-Player Characters (NPCs) powered by Large Language Models (LLMs). It allows users to define actions for NPCs such as speaking, jumping, and attacking, with quick GPU inference times. The tool provides access to open-weights models fine-tuned from Llama-3, Phi-3, Mistral, and more. Users can generate structured content with outlines, ensuring the output format is always respected. Gigax is continuously evolving with upcoming features like local server mode and API support for runtime quest generation and memory management. It offers various models on the Huggingface hub for instantiating NPCs and provides classes for handling locations, characters, items, and events.

TurtleBench is a dynamic evaluation benchmark that assesses the reasoning capabilities of large language models through real-world yes/no puzzles. It emphasizes logical reasoning over knowledge recall by using user-generated data from a Turtle Soup puzzle platform. The benchmark is objective and unbiased, focusing purely on reasoning abilities and providing clear, measurable outcomes for easy comparison. TurtleBench constantly evolves with real user-generated questions, making it impossible to 'game' the system. It tests the model's ability to comprehend context and make logical inferences.

VITA is an open-source interactive omni multimodal Large Language Model (LLM) capable of processing video, image, text, and audio inputs simultaneously. It stands out with features like Omni Multimodal Understanding, Non-awakening Interaction, and Audio Interrupt Interaction. VITA can respond to user queries without a wake-up word, track and filter external queries in real-time, and handle various query inputs effectively. The model utilizes state tokens and a duplex scheme to enhance the multimodal interactive experience.

Qwen-TensorRT-LLM is a project developed for the NVIDIA TensorRT Hackathon 2023, focusing on accelerating inference for the Qwen-7B-Chat model using TRT-LLM. The project offers various functionalities such as FP16/BF16 support, INT8 and INT4 quantization options, Tensor Parallel for multi-GPU parallelism, web demo setup with gradio, Triton API deployment for maximum throughput/concurrency, fastapi integration for openai requests, CLI interaction, and langchain support. It supports models like qwen2, qwen, and qwen-vl for both base and chat models. The project also provides tutorials on Bilibili and blogs for adapting Qwen models in NVIDIA TensorRT-LLM, along with hardware requirements and quick start guides for different model types and quantization methods.

Xorbits Inference (Xinference) is a powerful and versatile library designed to serve language, speech recognition, and multimodal models. With Xorbits Inference, you can effortlessly deploy and serve your or state-of-the-art built-in models using just a single command. Whether you are a researcher, developer, or data scientist, Xorbits Inference empowers you to unleash the full potential of cutting-edge AI models.

Awesome-LLM-Inference: A curated list of 📙Awesome LLM Inference Papers with Codes, check 📖Contents for more details. This repo is still updated frequently ~ 👨‍💻‍ Welcome to star ⭐️ or submit a PR to this repo!

ppl.llm.serving is a serving component for Large Language Models (LLMs) within the PPL.LLM system. It provides a server based on gRPC and supports inference for LLaMA. The repository includes instructions for prerequisites, quick start guide, model exporting, server setup, client usage, benchmarking, and offline inference. Users can refer to the LLaMA Guide for more details on using this serving component.

YoMo is an open-source LLM Function Calling Framework for building Geo-distributed AI applications. It is built atop QUIC Transport Protocol and Stateful Serverless architecture, making AI applications low-latency, reliable, secure, and easy. The framework focuses on providing low-latency, secure, stateful serverless functions that can be distributed geographically to bring AI inference closer to end users. It offers features such as low-latency communication, security with TLS v1.3, stateful serverless functions for faster GPU processing, geo-distributed architecture, and a faster-than-real-time codec called Y3. YoMo enables developers to create and deploy stateful serverless functions for AI inference in a distributed manner, ensuring quick responses to user queries from various locations worldwide.

LangDrive is an open-source AI library that simplifies training, deploying, and querying open-source large language models (LLMs) using private data. It supports data ingestion, fine-tuning, and deployment via a command-line interface, YAML file, or API, with a quick, easy setup. Users can build AI applications such as question/answering systems, chatbots, AI agents, and content generators. The library provides features like data connectors for ingestion, fine-tuning of LLMs, deployment to Hugging Face hub, inference querying, data utilities for CRUD operations, and APIs for model access. LangDrive is designed to streamline the process of working with LLMs and making AI development more accessible.

This project aims to create a real-life version of GLaDOS, an aware, interactive, and embodied AI entity. It involves training a voice generator, developing a 'Personality Core,' implementing a memory system, providing vision capabilities, creating 3D-printable parts, and designing an animatronics system. The software architecture focuses on low-latency voice interactions, utilizing a circular buffer for data recording, text streaming for quick transcription, and a text-to-speech system. The project also emphasizes minimal dependencies for running on constrained hardware. The hardware system includes servo- and stepper-motors, 3D-printable parts for GLaDOS's body, animations for expression, and a vision system for tracking and interaction. Installation instructions cover setting up the TTS engine, required Python packages, compiling llama.cpp, installing an inference backend, and voice recognition setup. GLaDOS can be run using 'python glados.py' and tested using 'demo.ipynb'.

Vidur is a high-fidelity and extensible LLM inference simulator designed for capacity planning, deployment configuration optimization, testing new research ideas, and studying system performance of models under different workloads and configurations. It supports various models and devices, offers chrome trace exports, and can be set up using mamba, venv, or conda. Users can run the simulator with various parameters and monitor metrics using wandb. Contributions are welcome, subject to a Contributor License Agreement and adherence to the Microsoft Open Source Code of Conduct.

Gemma is a family of open-weights Large Language Model (LLM) by Google DeepMind, based on Gemini research and technology. This repository contains an inference implementation and examples, based on the Flax and JAX frameworks. Gemma can run on CPU, GPU, and TPU, with model checkpoints available for download. It provides tutorials, reference implementations, and Colab notebooks for tasks like sampling and fine-tuning. Users can contribute to Gemma through bug reports and pull requests. The code is licensed under the Apache License, Version 2.0.

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference. It provides a common API to deliver inference solutions on various platforms, including CPU, GPU, NPU, and heterogeneous devices. OpenVINO™ supports pre-trained models from Open Model Zoo and popular frameworks like TensorFlow, PyTorch, and ONNX. Key components of OpenVINO™ include the OpenVINO™ Runtime, plugins for different hardware devices, frontends for reading models from native framework formats, and the OpenVINO Model Converter (OVC) for adjusting models for optimal execution on target devices.

Jlama is a modern Java inference engine designed for large language models. It supports various model types such as Gemma, Llama, Mistral, GPT-2, BERT, and more. The tool implements features like Flash Attention, Mixture of Experts, and supports different model quantization formats. Built with Java 21 and utilizing the new Vector API for faster inference, Jlama allows users to add LLM inference directly to their Java applications. The tool includes a CLI for running models, a simple UI for chatting with LLMs, and examples for different model types.

ServerlessLLM is a fast, affordable, and easy-to-use library designed for multi-LLM serving, optimized for environments with limited GPU resources. It supports loading various leading LLM inference libraries, achieving fast load times, and reducing model switching overhead. The library facilitates easy deployment via Ray Cluster and Kubernetes, integrates with the OpenAI Query API, and is actively maintained by contributors.

Llumnix is a cross-instance request scheduling layer built on top of LLM inference engines such as vLLM, providing optimized multi-instance serving performance with low latency, reduced time-to-first-token (TTFT) and queuing delays, reduced time-between-tokens (TBT) and preemption stalls, and high throughput. It achieves this through dynamic, fine-grained, KV-cache-aware scheduling, continuous rescheduling across instances, KV cache migration mechanism, and seamless integration with existing multi-instance deployment platforms. Llumnix is easy to use, fault-tolerant, elastic, and extensible to more inference engines and scheduling policies.

AirLLM is a tool that optimizes inference memory usage, enabling large language models to run on low-end GPUs without quantization, distillation, or pruning. It supports models like Llama3.1 on 8GB VRAM. The tool offers model compression for up to 3x inference speedup with minimal accuracy loss. Users can specify compression levels, profiling modes, and other configurations when initializing models. AirLLM also supports prefetching and disk space management. It provides examples and notebooks for easy implementation and usage.

This repository implements speculative sampling for large language model (LLM) decoding, utilizing two models - a target model and an approximation model. The approximation model generates token guesses, corrected by the target model, resulting in improved efficiency. It includes implementations of Google's and Deepmind's versions of speculative sampling, supporting models like llama-7B and llama-1B. The tool is designed for fast inference from transformers via speculative decoding.

Embedded inference of Deep Learning models is quite challenging due to high compute requirements. TI’s Edge AI software product helps optimize and accelerate inference on TI’s embedded devices. It supports heterogeneous execution of DNNs across cortex-A based MPUs, TI’s latest generation C7x DSP, and DNN accelerator (MMA). The solution simplifies the product life cycle of DNN development and deployment by providing a rich set of tools and optimized libraries.

Quick, healthy, vegetarian recipes with 5 ingredients or less.

A respectful AI for quick, fun IQ tests.

Generates concise, copy-paste code snippets quickly no unnecessary text.

I craft polite declines to 'quick question' emails.

Efficient and imaginative NPC creator for RPGs

Explains quick loans, their types, benefits, and risks informatively.

Create, Customize, and Track Stunning QR Codes Art with Our Free QR Code AI Art Generator. Seamlessly integrate these artistic codes into your marketing materials, packaging, and digital platforms.

Illustrates and defines English words in a user-friendly style, with usage examples.

Generates quick rhymes for songwriting and creative writing.

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Explore fresh, fast, fabulously vegan recipes. Featuring global flavours, nutritional value and fun facts for easy, delicious meals, appealing to vegans and non-vegans alike. Multilingual in 25 languages.🌱

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Quick quiz Q's with hints for engineers trying not to forget.

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Quick-setup GM GPT for space adventure TTRPG "Galactic Frontiers"