Best AI tools for< Optimize Performance >

Kolank is an AI tool that offers a unified API with features such as load balancing, fallbacks, cost and performance metrics. Users can access models for generating text, images, and videos through simple API calls. The platform supports multiple programming languages like Python, JavaScript, and Curl, making it easy for developers to integrate AI capabilities into their applications.

Atom.com is a website that provides security services to protect websites from online attacks. It helps in preventing unauthorized access and malicious activities by implementing security measures. The platform uses Cloudflare technology to safeguard websites and ensure their performance and security. Users can get blocked due to various reasons like submitting specific words or phrases, SQL commands, or malformed data. In such cases, they can contact the site owner for resolution by providing details of the incident and the Cloudflare Ray ID.

Rawbot is an AI model comparison tool designed to simplify the process of selecting the best artificial intelligence models for various projects and applications. It enables users to compare AI models side-by-side, understand their strengths and weaknesses, and make informed decisions. Rawbot offers a user-friendly interface, comprehensive comparisons, time and resource savings, a wide range of supported AI models, and continuous improvement based on user feedback and market trends.

The website appears to be displaying a '403 Forbidden' error message, which typically indicates that the user does not have permission to access the requested resource. This error is often caused by misconfigured permissions on the server or a lack of authentication. The message 'openresty' suggests that the server may be using the OpenResty web platform. OpenResty is a web platform based on NGINX and Lua that is commonly used for building dynamic web applications. It provides a powerful and flexible environment for developing and deploying web services.

The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is forbidden. This error is typically caused by insufficient permissions or a misconfiguration on the server side. The 'openresty' message indicates that the server is using the OpenResty web platform. OpenResty is a web platform based on NGINX and LuaJIT, designed for building scalable web applications and services. It provides a powerful and flexible environment for developers to create high-performance web solutions.

The website is currently displaying a '403 Forbidden' error, which means that the server is refusing to respond to the request. This could be due to various reasons such as lack of permission, server misconfiguration, or a client error. The 'openresty' mentioned in the text is a web platform based on NGINX and LuaJIT, commonly used for building high-performance web applications. It is likely that the website is powered by OpenResty. However, without further access to the website content, it is not possible to provide a detailed description.

The website theleap.co is a security service powered by Cloudflare to protect websites from online attacks. It helps in preventing unauthorized access and malicious activities by implementing security measures such as blocking suspicious traffic and monitoring website performance. The service aims to ensure the safety and availability of websites for their users.

Sider.ai is an AI tool that focuses on verifying human users and ensuring secure connections. It performs security checks to prevent unauthorized access and protect user data. By enabling JavaScript and cookies, users can continue with the verification process. Sider.ai leverages AI technology to enhance performance and security, providing a seamless user experience.

The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is denied. This error is typically caused by insufficient permissions or server misconfiguration. The 'openresty' message indicates that the server is using the OpenResty web platform. OpenResty is a web platform based on NGINX and LuaJIT, often used for building dynamic web applications. It provides a powerful and flexible environment for web development.

The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is denied. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' message indicates that the server is using the OpenResty web platform. OpenResty is a web platform based on NGINX and LuaJIT, commonly used for building dynamic web applications. It provides a powerful and flexible environment for web development.

The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is forbidden. This error is typically caused by insufficient permissions or server misconfiguration. The website appears to be using the OpenResty web server software. OpenResty is a web platform based on NGINX and LuaJIT, designed for high performance and scalability. It is commonly used for building dynamic web applications and APIs.

The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is forbidden. This error is typically caused by insufficient permissions or misconfiguration on the server side. The message 'openresty' suggests that the server is using the OpenResty web platform. OpenResty is a dynamic web platform based on NGINX and Lua that is commonly used for building high-performance web applications. It provides a powerful and flexible environment for developing and deploying web services.

Google Chrome is a fast and secure web browser developed by Google. It is designed to provide a smooth browsing experience across different platforms. The browser offers features like Energy Saver and Memory Saver to optimize performance, tab management tools for organization, and automatic updates every four weeks. Additionally, Chrome integrates AI innovations such as generative themes, AI-powered writing assistance, tab organization suggestions, and Google Lens for visual search capabilities. It also prioritizes safety with features like Password Manager, Enhanced Safe Browsing, Safety Check, and Privacy Guide.

The website displays a '403 Forbidden' error message, indicating that the server understood the request but refuses to authorize it. This error is often caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the text refers to a web platform based on NGINX and LuaJIT, commonly used for building high-performance web applications. The page may be inaccessible due to security measures or server misconfigurations.

AI2SQL is an AI-powered SQL query builder and generator that allows users to create, optimize, and automate SQL queries without the need for expert skills. The tool converts natural language instructions into precise SQL and NoSQL queries, saving time and reducing errors. With features like text to SQL conversion, SQL query optimization, and SQL syntax correction, AI2SQL simplifies database design and enhances query performance. Trusted by over 50,000 active users, AI2SQL offers specialized tools for various database tasks, making complex operations quick and simple.

The website satprep.me is currently unavailable and prompts the site administrator to renew the hosting service. It offers services such as domain registration, VPS/VDS hosting, server rental, virtual hosting, and SSL certificates. The site is managed by RU-CENTER, with a copyright year of 2024.

The website is currently displaying a '403 Forbidden' error message, which indicates that the server understood the request but refuses to authorize it. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message refers to a web platform based on NGINX and LuaJIT, often used for building high-performance web applications. It seems that the website is currently inaccessible due to server-side issues.

CampaignBuilder.AI is an AI-powered platform that enables users to quickly generate and launch AI-optimized advertising campaigns across major ad platforms. The tool offers a range of features to streamline campaign creation, including AI-generated copywriting, audience targeting, and creative building. With full-funnel capabilities, CampaignBuilder.AI aims to help businesses of all sizes improve campaign performance and efficiency. The platform provides users with creative freedom and automation to save time and enhance campaign effectiveness.

The website is currently displaying a '403 Forbidden' error message, which indicates that the server is refusing to respond to the request. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message is a web platform based on NGINX and LuaJIT, often used for building high-performance web applications. It is important to troubleshoot and resolve the server-side issues to restore access to the website.

Groq is a fast AI inference tool that offers instant intelligence for openly-available models like Llama 3.1. It provides ultra-low-latency inference for cloud deployments and is compatible with other providers like OpenAI. Groq's speed is proven to be instant through independent benchmarks, and it powers leading openly-available AI models such as Llama, Mixtral, Gemma, and Whisper. The tool has gained recognition in the industry for its high-speed inference compute capabilities and has received significant funding to challenge established players like Nvidia.

Nightwatch is an AI-Ready SEO monitoring tool designed to enhance SEO performance with objective ranking data for every location and market on Earth. It offers high-level overviews, unparalleled accuracy, comprehensive insights, and global views to track performance at unlimited scale. The platform provides extensive metrics, worldwide granular locations, and tools to dominate competitors. Nightwatch is known for its impressive features, competitive pricing, great API, and best rank tracking accuracy in the industry.

Magimaker.com is a website that currently shows a connection timed out error (Error code 522) due to issues with Cloudflare. The site seems to be a platform that may offer services related to web hosting or server management. Users experiencing this error are advised to wait a few minutes and try again, or for website owners, to contact their hosting provider for assistance. The error indicates a timeout between Cloudflare's network and the origin web server, preventing the web page from being displayed.

ZeroGPTDetector is a website that focuses on verifying human users and ensuring secure connections. It performs security checks to prevent automated bots from accessing the site. Users may encounter a brief waiting period during the verification process. The site utilizes JavaScript and cookies for seamless browsing. Powered by Cloudflare, ZeroGPTDetector prioritizes performance and security for a safe online experience.

Smartly.io is an all-in-one AI-powered advertising platform that helps businesses achieve more by working smarter. It offers a suite of solutions for creative development, media planning and optimization, and campaign analysis. Smartly.io's platform is designed to help businesses of all sizes create, manage, and optimize their digital advertising campaigns more efficiently and effectively.

Smartly.io is an all-in-one AI-powered advertising platform that helps businesses achieve more by working smarter. It offers a suite of solutions for creative development, media planning and optimization, and campaign analysis. Smartly.io's AI-powered tools help businesses automate tasks, improve efficiency, and drive better results. With Smartly.io, businesses can create personalized ad experiences at scale, optimize campaigns across channels, and gain actionable insights to improve future performance.

Radical Ventures is an AI-focused website that invests in people using artificial intelligence to shape the future of how we live, work, and play. The platform features founder stories of companies leveraging AI technology, AI research articles, and insights from AI pioneers. It aims to support and promote innovation in the field of artificial intelligence.

The Intel Gaudi AI accelerator developer website provides resources, guidance, tools, and support for building, migrating, and optimizing AI models. It offers software, model references, libraries, containers, and tools for training and deploying Generative AI and Large Language Models. The site focuses on the Intel Gaudi accelerators, including tutorials, documentation, and support for developers to enhance AI model performance.

Derwen is an open-source integration platform for production machine learning in enterprise, specializing in natural language processing, graph technologies, and decision support. It offers expertise in developing knowledge graph applications and domain-specific authoring. Derwen collaborates closely with Hugging Face and provides strong data privacy guarantees, low carbon footprint, and no cloud vendor involvement. The platform aims to empower AI engineers and domain experts with quality, time-to-value, and ownership since 2017.

Union.ai is an infrastructure platform designed for AI, ML, and data workloads. It offers a scalable MLOps platform that optimizes resources, reduces costs, and fosters collaboration among team members. Union.ai provides features such as declarative infrastructure, data lineage tracking, accelerated datasets, and more to streamline AI orchestration on Kubernetes. It aims to simplify the management of AI, ML, and data workflows in production environments by addressing complexities and offering cost-effective strategies.

AppsFlyer is an AI-powered platform that focuses on customer experience, engagement, and deep linking. It offers a comprehensive suite of measurement tools to track actions on mobile, web, and CTV, optimize creative performance using AI, and analyze marketing analytics. The platform helps businesses understand their mobile marketing ROI, prove the value of marketing campaigns, and boost revenue through exceptional customer experiences. AppsFlyer also provides solutions for audience segmentation, fraud protection, data collaboration, and partner marketplace integration. With a strong emphasis on privacy and security, AppsFlyer enables users to create personalized, contextual experiences that drive user acquisition, retention, and revenue.

GrapixAI is a leading provider of low-cost cloud GPU rental services and AI server solutions. The company's focus on flexibility, scalability, and cutting-edge technology enables a variety of AI applications in both local and cloud environments. GrapixAI offers the lowest prices for on-demand GPUs such as RTX4090, RTX 3090, RTX A6000, RTX A5000, and A40. The platform provides Docker-based container ecosystem for quick software setup, powerful GPU search console, customizable pricing options, various security levels, GUI and CLI interfaces, real-time bidding system, and personalized customer support.

EY.ai is a unifying platform that offers strategy, transaction, and transformation consulting services, technology transformation, tax function operations, and climate change and sustainability services. It provides a holistic ecosystem connecting AI capabilities to drive AI-enabled business transformations. EY.ai leverages robust frameworks and governance to instill confidence and empower responsible transformation, aiming to optimize performance, enrich customer and employee experiences, and unlock new sources of sustainable growth. The platform facilitates seamless people-AI collaboration to achieve extraordinary outcomes, putting humans at the center of transformation.

Moreh is an AI platform that aims to make hyperscale AI infrastructure more accessible for scaling any AI model and application. It provides a full-stack infrastructure software from PyTorch to GPUs for the LLM era, enabling users to train large language models efficiently and effectively.

Motiff is an AI-powered professional interface design tool that enables collaboration between human and AI to achieve 10x efficiency in UI design. It offers a comprehensive platform for designing, aligning, and building with a team, along with features like cloud collaboration, prototyping, and Dev Mode for developers. Motiff provides high-performance design tools at a cost-effective price, with a focus on smooth performance, speedy optimization, and robust stability. The application aims to push creativity to the max by starting intelligent practices and exploring the future of AI design systems.

DentroChat is an AI chat application that reimagines the way users interact with AI models. It allows users to select from various large language models (LLMs) in different modes, enabling them to choose the best AI for their specific tasks. With seamless mode switching and optimized performance, DentroChat offers flexibility and precision in AI interactions.

UnfoldAI is a website offering articles, strategies, and tutorials for building production-grade ML systems. Authored by Simeon Emanuilov, the site covers topics such as deep learning, computer vision, LLMs, programming, MLOps, performance, scalability, and AI consulting. It aims to provide insights and best practices for professionals in the field of machine learning to create robust, efficient, and scalable systems.

Jace is an AI assistant application designed to help users with various tasks, such as marketing campaign management, hiring processes, tutoring, and more. It allows users to focus on meaningful activities by automating repetitive tasks and providing valuable insights. With Jace, users can optimize their efficiency and productivity in different domains.

Rapid Muscle is a science-powered hypertrophy workout generator that offers a cutting-edge platform to accelerate muscle growth. It provides tools like the Hypertrophy Split Generator and Workout Tracker to optimize exercise selection, sequencing, and volume for physique development. The upcoming AI Personal Trainer chatbot enhances user experience by providing expert advice on training-related queries. Rapid Muscle aims to revolutionize hypertrophy programming by offering evidence-based solutions and eliminating contradictory influencer advice.

Framedrop is an AI tool that automatically finds the best moments in talking content and supported gaming titles and turns them into short-form videos. It speeds up the process of creating TikToks, YouTube Shorts, and Instagram Reels, allowing creators to focus on content creation. With features like Highlight Detector, Smart Edits, Clip Dashboard, and more, Framedrop helps users repurpose content, reach new audiences, and grow their channels. Creators can easily share their highlights on social media platforms. The application supports various languages and dialects for AI-generated subtitles.

Arcee AI is a platform that offers a cost-effective, secure, end-to-end solution for building and deploying Small Language Models (SLMs). It allows users to merge and train custom language models by leveraging open source models and their own data. The platform is known for its Model Merging technique, which combines the power of pre-trained Large Language Models (LLMs) with user-specific data to create high-performing models across various industries.

Bluewhite is an autonomous technology platform designed to make farming more resilient and profitable. The platform equips existing fleets with autonomous technology, providing growers with end-to-end service and timely data insights. Bluewhite Pathfinder can handle any tractor, implement, and crop, offering a single platform with multiple functions. The platform prioritizes safety with layers of safety redundancy and offers 24/7 support for autonomous farm success. Bluewhite has received recognition in the industry for its innovative approach to farming technology.

Quod.ai is an AI application that leverages Cloudflare to restrict access to its website. The site owner has the ability to ban specific autonomous system numbers (ASNs) from accessing the website. Users encountering an access denial message are prompted to enable cookies. Quod.ai provides a secure browsing experience by utilizing Cloudflare's performance and security features.

DataSquirrel.ai is an AI tool designed to provide data intelligence solutions for non-technical business managers. It offers both guided and fully automatic features to help users make data-driven decisions and optimize business performance. The tool simplifies complex data analysis processes and empowers users to extract valuable insights from their data without requiring advanced technical skills.

Athletica AI is an AI-powered athletic training and personalized fitness application that offers tailored coaching and training plans for various sports like cycling, running, duathlon, triathlon, and rowing. It adapts to individual fitness levels, abilities, and availability, providing daily step-by-step training plans and comprehensive session analyses. Athletica AI integrates seamlessly with workout data from platforms like Garmin, Strava, and Concept 2 to craft personalized training plans and workouts. The application aims to help athletes train smarter, not harder, by leveraging the power of AI to optimize performance and achieve fitness goals.

FLUX AI Image Generator is a cutting-edge AI image generation model developed by Black Forest Labs. It offers state-of-the-art performance in prompt following, visual quality, image detail, and output diversity. The application provides multiple model variants, exceptional text rendering capabilities, complex composition mastery, improved hand rendering, and efficient performance. Users can access FLUX AI Image Generator through various platforms and benefit from its open-source availability for research and artistic purposes. The tool is continuously innovating to stay at the forefront of AI image generation technology.

Nabubit is an AI-powered tool designed to assist users in database design. It serves as a virtual copilot, providing guidance and suggestions throughout the database design process. With Nabubit, users can streamline their database creation, optimize performance, and ensure data integrity. The tool leverages artificial intelligence to analyze data requirements, suggest schema designs, and enhance overall database efficiency. Nabubit is a valuable resource for developers, data analysts, and businesses looking to improve their database management practices.

Chima is an AI tool that is revolutionizing the enterprise landscape by offering Complex Human Reasoning Systems powered by AI. It automates various functions, enhances customer targeting, and improves business operations. Chima ensures industry-grade security and compliance, making it a reliable choice for enterprises looking to leverage AI for growth and efficiency.

UP Bridge the Gap is an AI application that offers edge computing devices and solutions. The website showcases a range of products including boards, modules, systems, and Intel certified kits. It provides application stories, community forums, tech updates, downloads, and a media library. The platform focuses on empowering users with innovative technologies for AI at the edge, exceptional flexibility, and expandability. UP Bridge the Gap caters to industrial use, enabling next-generation industrial automation and AI solutions with a wide range of AI acceleration modules.

Neural Concept is an end-to-end platform for high-performance engineering teams, powered by a leading proprietary 3D AI core. It accelerates product development and innovation with industry-leading 3D deep-learning and simulation capabilities. The platform works with various CAE and CAD softwares, offering 3D visual feedback, collaborative environment, and LLM guidance to boost engineers' impact. Neural Concept is used by engineering companies to design and deliver better products faster, bringing AI-designed products to market up to 75% faster.

PEAR Health Labs is an AI-powered adaptive digital coaching software that offers hyperpersonalized coaching solutions to help individuals move smarter, get healthier, and live happier. The platform utilizes AI technology and physiological science to create personalized fitness experiences based on wearables and biometric feedback. PEAR Training Intelligence aims to change the landscape of preventative care by identifying health issues before they become problems. The software is cost-effective, scalable, and provides guidance on physical activity to improve overall health outcomes.

FinetuneFast is an AI tool designed to help developers, indie makers, and businesses to efficiently finetune machine learning models, process data, and deploy AI solutions at lightning speed. With pre-configured training scripts, efficient data loading pipelines, and one-click model deployment, FinetuneFast streamlines the process of building and deploying AI models, saving users valuable time and effort. The tool is user-friendly, accessible for ML beginners, and offers lifetime updates for continuous improvement.

TT-NN is a python & C++ Neural Network OP library. It provides a low-level programming model, TT-Metalium, enabling kernel development for Tenstorrent hardware.

MSCCL++ is a GPU-driven communication stack for scalable AI applications. It provides a highly efficient and customizable communication stack for distributed GPU applications. MSCCL++ redefines inter-GPU communication interfaces, delivering a highly efficient and customizable communication stack for distributed GPU applications. Its design is specifically tailored to accommodate diverse performance optimization scenarios often encountered in state-of-the-art AI applications. MSCCL++ provides communication abstractions at the lowest level close to hardware and at the highest level close to application API. The lowest level of abstraction is ultra light weight which enables a user to implement logics of data movement for a collective operation such as AllReduce inside a GPU kernel extremely efficiently without worrying about memory ordering of different ops. The modularity of MSCCL++ enables a user to construct the building blocks of MSCCL++ in a high level abstraction in Python and feed them to a CUDA kernel in order to facilitate the user's productivity. MSCCL++ provides fine-grained synchronous and asynchronous 0-copy 1-sided abstracts for communication primitives such as `put()`, `get()`, `signal()`, `flush()`, and `wait()`. The 1-sided abstractions allows a user to asynchronously `put()` their data on the remote GPU as soon as it is ready without requiring the remote side to issue any receive instruction. This enables users to easily implement flexible communication logics, such as overlapping communication with computation, or implementing customized collective communication algorithms without worrying about potential deadlocks. Additionally, the 0-copy capability enables MSCCL++ to directly transfer data between user's buffers without using intermediate internal buffers which saves GPU bandwidth and memory capacity. MSCCL++ provides consistent abstractions regardless of the location of the remote GPU (either on the local node or on a remote node) or the underlying link (either NVLink/xGMI or InfiniBand). This simplifies the code for inter-GPU communication, which is often complex due to memory ordering of GPU/CPU read/writes and therefore, is error-prone.

This repository contains tools and libraries for building AIR platforms, runtimes and compilers.

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AIMr is an AI aimbot tool written in Python that leverages modern technologies to achieve an undetected system with a pleasing appearance. It works on any game that uses human-shaped models. To optimize its performance, users should build OpenCV with CUDA. For Valorant, additional perks in the Discord and an Arduino Leonardo R3 are required.

AIKA (Artificial Intelligence for Knowledge Acquisition) is a new type of artificial neural network designed to mimic the behavior of a biological brain more closely and bridge the gap to classical AI. The network conceptually separates activations from neurons, creating two separate graphs to represent acquired knowledge and inferred information. It uses different types of neurons and synapses to propagate activation values, binding signals, causal relations, and training gradients. The network structure allows for flexible topology and supports the gradual population of neurons and synapses during training.

Nextpy is a cutting-edge software development framework optimized for AI-based code generation. It provides guardrails for defining AI system boundaries, structured outputs for prompt engineering, a powerful prompt engine for efficient processing, better AI generations with precise output control, modularity for multiplatform and extensible usage, developer-first approach for transferable knowledge, and containerized & scalable deployment options. It offers 4-10x faster performance compared to Streamlit apps, with a focus on cooperation within the open-source community and integration of key components from various projects.

GPTSwarm is a graph-based framework for LLM-based agents that enables the creation of LLM-based agents from graphs and facilitates the customized and automatic self-organization of agent swarms with self-improvement capabilities. The library includes components for domain-specific operations, graph-related functions, LLM backend selection, memory management, and optimization algorithms to enhance agent performance and swarm efficiency. Users can quickly run predefined swarms or utilize tools like the file analyzer. GPTSwarm supports local LM inference via LM Studio, allowing users to run with a local LLM model. The framework has been accepted by ICML2024 and offers advanced features for experimentation and customization.

The SDK repository contains a software development kit that provides tools, libraries, and documentation for developers to build applications for a specific platform or framework. It includes code samples, APIs, and other resources to streamline the development process and enhance the functionality of the applications. Developers can use the SDK to access platform-specific features, integrate with external services, and optimize performance. The repository is regularly updated to ensure compatibility with the latest platform updates and industry standards, making it a valuable resource for developers looking to create high-quality applications efficiently.

Llama Coder is a self-hosted Github Copilot replacement for VS Code that provides autocomplete using Ollama and Codellama. It works best with Mac M1/M2/M3 or RTX 4090, offering features like fast performance, no telemetry or tracking, and compatibility with any coding language. Users can install Ollama locally or on a dedicated machine for remote usage. The tool supports different models like stable-code and codellama with varying RAM/VRAM requirements, allowing users to optimize performance based on their hardware. Troubleshooting tips and a changelog are also provided for user convenience.

YaneuraOu is the World's Strongest Shogi engine (AI player), winner of WCSC29 and other prestigious competitions. It is an educational and USI compliant engine that supports various features such as Ponder, MultiPV, and ultra-parallel search. The engine is known for its compatibility with different platforms like Windows, Ubuntu, macOS, and ARM. Additionally, YaneuraOu offers a standard opening book format, on-the-fly opening book support, and various maintenance commands for opening books. With a massive transposition table size of up to 33TB, YaneuraOu is a powerful and versatile tool for Shogi enthusiasts and developers.

SuperAGI is an open-source framework designed to build, manage, and run autonomous AI agents. It enables developers to create production-ready and scalable agents, extend agent capabilities with toolkits, and interact with agents through a graphical user interface. The framework allows users to connect to multiple Vector DBs, optimize token usage, store agent memory, utilize custom fine-tuned models, and automate tasks with predefined steps. SuperAGI also provides a marketplace for toolkits that enable agents to interact with external systems and third-party plugins.

The `ai-models` command is a tool used to run AI-based weather forecasting models. It provides functionalities to install, run, and manage different AI models for weather forecasting. Users can easily install and run various models, customize model settings, download assets, and manage input data from different sources such as ECMWF, CDS, and GRIB files. The tool is designed to optimize performance by running on GPUs and provides options for better organization of assets and output files. It offers a range of command line options for users to interact with the models and customize their forecasting tasks.

libLLM is an open-source project designed for efficient inference of large language models (LLM) on personal computers and mobile devices. It is optimized to run smoothly on common devices, written in C++14 without external dependencies, and supports CUDA for accelerated inference. Users can build the tool for CPU only or with CUDA support, and run libLLM from the command line. Additionally, there are API examples available for Python and the tool can export Huggingface models.

Vodalus Expert LLM Forge is a tool designed for crafting datasets and efficiently fine-tuning models using free open-source tools. It includes components for data generation, LLM interaction, RAG engine integration, model training, fine-tuning, and quantization. The tool is suitable for users at all levels and is accompanied by comprehensive documentation. Users can generate synthetic data, interact with LLMs, train models, and optimize performance for local execution. The tool provides detailed guides and instructions for setup, usage, and customization.

This repository contains the complete archive of the 2024 version of the 'Intelligent Computing System' experiment at the University of Chinese Academy of Sciences. The experiment content for 2024 has undergone extensive adjustments to the knowledge system and experimental topics, including the transition from TensorFlow to PyTorch, significant modifications to previous code, and the addition of experiments with large models. The project is continuously updated in line with the course progress, currently up to the seventh experiment. Updates include the addition of experiments like YOLOv5 in Experiment 5-3, updates to theoretical teaching materials, and fixes for bugs in Experiment 6 code. The repository also includes experiment manuals, questions, and answers for various experiments, with some data sets hosted on Baidu Cloud due to size limitations on GitHub.

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.

GPUPixel is a real-time, high-performance image and video filter library written in C++11 and based on OpenGL/ES. It incorporates a built-in beauty face filter that achieves commercial-grade beauty effects. The library is extremely easy to compile and integrate with a small size, supporting platforms including iOS, Android, Mac, Windows, and Linux. GPUPixel provides various filters like skin smoothing, whitening, face slimming, big eyes, lipstick, and blush. It supports input formats like YUV420P, RGBA, JPEG, PNG, and output formats like RGBA and YUV420P. The library's performance on devices like iPhone and Android is optimized, with low CPU usage and fast processing times. GPUPixel's lib size is compact, making it suitable for mobile and desktop applications.

agentUniverse is a framework for developing applications powered by multi-agent based on large language model. It provides essential components for building single agent and multi-agent collaboration mechanism for customizing collaboration patterns. Developers can easily construct multi-agent applications and share pattern practices from different fields. The framework includes pre-installed collaboration patterns like PEER and DOE for complex task breakdown and data-intensive tasks.

The 'Model-References' repository contains examples for training and inference using Intel Gaudi AI Accelerator. It includes models for computer vision, natural language processing, audio, generative models, MLPerf™ training, and MLPerf™ inference. The repository provides performance data and model validation information for various frameworks like PyTorch. Users can find examples of popular models like ResNet, BERT, and Stable Diffusion optimized for Intel Gaudi AI accelerator.

Aiogram & Django API Template is a robust and secure Django template with advanced features like Docker integration, Celery for asynchronous tasks, Sentry for error tracking, Django Rest Framework for building APIs, and more. It provides scalability options, up-to-date dependencies, and integration with AWS S3 for storage. The template includes configuration guides for secrets, ports, performance tuning, application settings, CORS and CSRF settings, and database configuration. Security, scalability, and monitoring are emphasized for efficient Django API development.

LLM Learning Database is a comprehensive repository dedicated to AI large models, offering a curated collection of resources covering fundamental knowledge, cutting-edge technologies, and practical applications. It includes guides, case studies, code examples for model training, optimization, and deployment, as well as insightful articles from industry experts and scholars. Whether you are a beginner or an experienced learner in the field of AI large models, this repository aims to support your learning journey and foster continuous growth and progress.

Sunone Aimbot is an AI-powered aim bot for first-person shooter games. It leverages YOLOv8 and YOLOv10 models, PyTorch, and various tools to automatically target and aim at enemies within the game. The AI model has been trained on more than 30,000 images from popular first-person shooter games like Warface, Destiny 2, Battlefield 2042, CS:GO, Fortnite, The Finals, CS2, and more. The aimbot can be configured through the `config.ini` file to adjust various settings related to object search, capture methods, aiming behavior, hotkeys, mouse settings, shooting options, Arduino integration, AI model parameters, overlay display, debug window, and more. Users are advised to follow specific recommendations to optimize performance and avoid potential issues while using the aimbot.

A high-performance TensorFlow Lite library for React Native that utilizes JSI for power, zero-copy ArrayBuffers for efficiency, and low-level C/C++ TensorFlow Lite core API for direct memory access. It supports swapping out TensorFlow Models at runtime and GPU-accelerated delegates like CoreML/Metal/OpenGL. Easy VisionCamera integration allows for seamless usage. Users can load TensorFlow Lite models, interpret input and output data, and utilize GPU Delegates for faster computation. The library is suitable for real-time object detection, image classification, and other machine learning tasks in React Native applications.

Synmetrix is an open source data engineering platform and semantic layer for centralized metrics management. It provides a complete framework for modeling, integrating, transforming, aggregating, and distributing metrics data at scale. Key features include data modeling and transformations, semantic layer for unified data model, scheduled reports and alerts, versioning, role-based access control, data exploration, caching, and collaboration on metrics modeling. Synmetrix leverages Cube.js to consolidate metrics from various sources and distribute them downstream via a SQL API. Use cases include data democratization, business intelligence and reporting, embedded analytics, and enhancing accuracy in data handling and queries. The tool speeds up data-driven workflows from metrics definition to consumption by combining data engineering best practices with self-service analytics capabilities.

XLang™ is a cutting-edge language designed for AI and IoT applications, offering exceptional dynamic and high-performance capabilities. It excels in distributed computing and seamless integration with popular languages like C++, Python, and JavaScript. Notably efficient, running 3 to 5 times faster than Python in AI and deep learning contexts. Features optimized tensor computing architecture for constructing neural networks through tensor expressions. Automates tensor data flow graph generation and compilation for specific targets, enhancing GPU performance by 6 to 10 times in CUDA environments.

Data Prep Kit is a community project aimed at democratizing and speeding up unstructured data preparation for LLM app developers. It provides high-level APIs and modules for transforming data (code, language, speech, visual) to optimize LLM performance across different use cases. The toolkit supports Python, Ray, Spark, and Kubeflow Pipelines runtimes, offering scalability from laptop to datacenter-scale processing. Developers can contribute new custom modules and leverage the data processing library for building data pipelines. Automation features include workflow automation with Kubeflow Pipelines for transform execution.

The Intel® AI Reference Models repository contains links to pre-trained models, sample scripts, best practices, and tutorials for popular open-source machine learning models optimized by Intel to run on Intel® Xeon® Scalable processors and Intel® Data Center GPUs. It aims to replicate the best-known performance of target model/dataset combinations in optimally-configured hardware environments. The repository will be deprecated upon the publication of v3.2.0 and will no longer be maintained or published.

This repository contains an early-phase IREE compiler and runtime plugin for interfacing the AMD AIE accelerator to IREE. It provides architectural overview, developer setup instructions, building guidelines, and runtime driver setup details. The repository focuses on enabling the integration of the AMD AIE accelerator with IREE, offering developers the tools and resources needed to build and run applications leveraging this technology.

FLUTE (Flexible Lookup Table Engine for LUT-quantized LLMs) is a tool designed for uniform quantization and lookup table quantization of weights in lower-precision intervals. It offers flexibility in mapping intervals to arbitrary values through a lookup table. FLUTE supports various quantization formats such as int4, int3, int2, fp4, fp3, fp2, nf4, nf3, nf2, and even custom tables. The tool also introduces new quantization algorithms like Learned Normal Float (NFL) for improved performance and calibration data learning. FLUTE provides benchmarks, model zoo, and integration with frameworks like vLLM and HuggingFace for easy deployment and usage.

AIFoundation focuses on AI Foundation, large model systems. Large models optimize the performance of full-stack hardware and software based on AI clusters. The training process requires distributed parallelism, cluster communication algorithms, and continuous evolution in the field of large models such as intelligent agents. The course covers modules like AI chip principles, communication & storage, AI clusters, computing architecture, communication architecture, large model algorithms, training, inference, and analysis of hot technologies in the large model field.

The End-to-End LLM Bootcamp is a comprehensive training program that covers the entire process of developing and deploying large language models. Participants learn to preprocess datasets, train models, optimize performance using NVIDIA technologies, understand guardrail prompts, and deploy AI pipelines using Triton Inference Server. The bootcamp includes labs, challenges, and practical applications, with a total duration of approximately 7.5 hours. It is designed for individuals interested in working with advanced language models and AI technologies.

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.

Next Money Stripe Starter is a SaaS Starter project that empowers your next project with a stack of Next.js, Prisma, Supabase, Clerk Auth, Resend, React Email, Shadcn/ui, and Stripe. It seamlessly integrates these technologies to accelerate your development and SaaS journey. The project includes frameworks, platforms, UI components, hooks and utilities, code quality tools, and miscellaneous features to enhance the development experience. Created by @koyaguo in 2023 and released under the MIT license.

Awesome-LLM-Quantization is a curated list of resources related to quantization techniques for Large Language Models (LLMs). Quantization is a crucial step in deploying LLMs on resource-constrained devices, such as mobile phones or edge devices, by reducing the model's size and computational requirements.

GenerativeAI is a repository focused on experimentation with various tools and techniques in the field of generative artificial intelligence. It covers topics such as large language models, frameworks like Langchain and llamaindex, vector databases, RAG systems, evaluations, performance optimization, production, use cases, and more.

Cosdata is a cutting-edge AI data platform designed to power the next generation search pipelines. It features immutability, version control, and excels in semantic search, structured knowledge graphs, hybrid search capabilities, real-time search at scale, and ML pipeline integration. The platform is customizable, scalable, efficient, enterprise-grade, easy to use, and can manage multi-modal data. It offers high performance, indexing, low latency, and high requests per second. Cosdata is designed to meet the demands of modern search applications, empowering businesses to harness the full potential of their data.

MaxText is a high performance, highly scalable, open-source Large Language Model (LLM) written in pure Python/Jax targeting Google Cloud TPUs and GPUs for training and inference. It aims to be a launching off point for ambitious LLM projects in research and production, supporting TPUs and GPUs, models like Llama2, Mistral, and Gemma. MaxText provides specific instructions for getting started, runtime performance results, comparison to alternatives, and features like stack trace collection, ahead of time compilation for TPUs and GPUs, and automatic upload of logs to Vertex Tensorboard.

AIO-Firebog-Blocklists is a comprehensive tool that combines various sources into a single, cohesive blocklist. It offers customizable options to suit individual preferences and needs, ensuring regular updates to stay up-to-date with the latest threats. The tool focuses on performance optimization to minimize impact while maintaining effective filtering. It is designed to help users with ad blocking, malware protection, tracker prevention, and content filtering.

This repository is a collection of tools and resources for deep learning infrastructure, covering programming languages, algorithms, acceleration techniques, and engineering aspects. It provides information on various online tools for chip architecture, CPU and GPU benchmarks, and code analysis. Additionally, it includes content on AI compilers, deep learning models, high-performance computing, Docker and Kubernetes tutorials, Protobuf and gRPC guides, and programming languages such as C++, Python, and Shell. The repository aims to bridge the gap between algorithm understanding and engineering implementation in the fields of AI and deep learning.

Yalm (Yet Another Language Model) is an LLM inference implementation in C++/CUDA, emphasizing performance engineering, documentation, scientific optimizations, and readability. It is not for production use and has been tested on Mistral-v0.2 and Llama-3.2. Requires C++20-compatible compiler, CUDA toolkit, and LLM safetensor weights in huggingface format converted to .yalm file.

lite_llama is a llama model inference lite framework by triton. It offers accelerated inference for llama3, Qwen2.5, and Llava1.5 models with up to 4x speedup compared to transformers. The framework supports top-p sampling, stream output, GQA, and cuda graph optimizations. It also provides efficient dynamic management for kv cache, operator fusion, and custom operators like rmsnorm, rope, softmax, and element-wise multiplication using triton kernels.

jd_scripts is a repository containing scripts for automating various tasks on the JD platform. The scripts provide instructions for setting up and using the tools to enhance user experience and efficiency in managing JD accounts and assets. Users can automate processes such as receiving notifications, redeeming rewards, participating in group purchases, and monitoring ticket availability. The repository also includes resources for optimizing performance and security measures to safeguard user accounts. With a focus on simplifying interactions with the JD platform, jd_scripts offers a comprehensive solution for maximizing benefits and convenience for JD users.

Wave Executor is a cutting-edge Roblox script executor designed for advanced script execution, optimized performance, and seamless user experience. Fully compatible with the latest Roblox updates, it is secure, easy to use, and perfect for gamers, developers, and modding enthusiasts looking to enhance their Roblox gameplay.

Wave Executor is a cutting-edge Roblox script executor designed for advanced script execution, optimized performance, and seamless user experience. Fully compatible with the latest Roblox updates, it is secure, easy to use, and perfect for gamers, developers, and modding enthusiasts looking to enhance their Roblox gameplay.

Code Atlas is a lightweight interpreter developed in C++ that supports the execution of multi-language code snippets and partial Markdown rendering. It consumes significantly lower resources compared to similar tools, making it suitable for resource-limited devices. It leverages llama.cpp for local large-model inference and supports cloud-based large-model APIs. The tool provides features for code execution, Markdown rendering, local AI inference, and resource efficiency.

AILZ80ASM is a Z80 assembler that runs in a .NET 8 environment written in C#. It can be used to assemble Z80 assembly code and generate output files in various formats. The tool supports various command-line options for customization and provides features like macros, conditional assembly, and error checking. AILZ80ASM offers good performance metrics with fast assembly times and efficient output file sizes. It also includes support for handling different file encodings and provides a range of built-in functions for working with labels, expressions, and data types.

Cube is a semantic layer for building data applications, helping data engineers and application developers access data from modern data stores, organize it into consistent definitions, and deliver it to every application. It works with SQL-enabled data sources, providing sub-second latency and high concurrency for API requests. Cube addresses SQL code organization, performance, and access control issues in data applications, enabling efficient data modeling, access control, and performance optimizations for various tools like embedded analytics, dashboarding, reporting, and data notebooks.

Primitive cuda kernel library for ppl.nn.llm, part of PPL.LLM system, tested on Ampere and Hopper, requires Linux on x86_64 or arm64 CPUs, GCC >= 9.4.0, CMake >= 3.18, Git >= 2.7.0, CUDA Toolkit >= 11.4. 11.6 recommended. Provides cuda kernel functionalities for deep learning tasks.

Enhance your Terraform and OpenTofu configurations with intelligent analysis powered by local LLMs. Kuzco reviews your resources, compares them to the provider schema, detects unused parameters, and suggests improvements for a more secure, reliable, and optimized setup. It saves time by avoiding the need to dig through the Terraform registry and decipher unclear options.

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