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Beebzi.AI is an all-in-one AI content creation platform that offers a wide array of tools for generating various types of content such as articles, blogs, emails, images, voiceovers, and more. The platform utilizes advanced AI technology and behavioral science to empower businesses and individuals in their marketing and sales endeavors. With features like AI Article Wizard, AI Room Designer, AI Landing Page Generator, and AI Code Generation, Beebzi.AI revolutionizes content creation by providing customizable templates, multiple language support, and real-time data insights. The platform also offers various subscription plans tailored for individual entrepreneurs, teams, and businesses, with flexible pricing models based on word count allocations. Beebzi.AI aims to streamline content creation processes, enhance productivity, and drive organic traffic through SEO-optimized content.

Localo is an AI-powered local SEO tool and software designed to enhance the visibility and rankings of businesses on Google. It offers a comprehensive set of features such as position tracking, task management, monitoring, audit, publication platform, statistics, citations, and more. With AI-driven tasks and tools, Localo helps businesses attract new customers in their area and improve their online presence. The tool is suitable for various industries and functions, providing specialized solutions to improve business profiles and online visibility.

ReachifyMe is an AI-powered LinkedIn post generator that helps users create high-quality LinkedIn posts in under 7 minutes. The tool provides users with ready-made post ideas, viral post templates, and a content editor to help them craft posts that stand out in the crowded LinkedIn landscape. ReachifyMe also offers a content planner that allows users to save and schedule their posts, as well as track their performance.

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Publer is a social media management platform that allows you to collaborate, schedule, and analyze your posts on various platforms including Facebook, Instagram, TikTok, Twitter, Mastodon, LinkedIn, Pinterest, Google Business, YouTube, WordPress, and Telegram. It offers features such as AI Assist, calendar view, link in bio, workspaces, analytics, and integrations with cloud storage, Canva & VistaCreate, photo editor, RSS feeds, and browser extension.

PixelBin is a cloud-based digital asset management and image optimization platform that uses artificial intelligence (AI) to automate and enhance image processing tasks. It offers a range of features such as bulk image uploading, real-time image transformations, and on-the-fly image delivery. PixelBin's AI-powered features include automatic image optimization, background removal, image resizing, and watermarking. The platform integrates with various third-party applications and provides APIs for developers to build custom integrations. PixelBin is designed to help businesses streamline their image workflows, improve website performance, and enhance the visual experience for their users.

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Humantic AI is a Buyer Intelligence platform powered by Personality AI, designed to help revenue teams identify early adopters, personalize outreach, and provide vital customer insights for every deal. It offers features such as Automated Enrichment, Personality AI Assistant, 1-Click Personalization, DISC Selling, and Chrome Extension. The platform enables users to leverage personality insights to build rapport, avoid communication challenges, and close more deals effectively.

Resumonk is an AI-powered resume builder that helps users create professional resumes and CVs quickly and easily. The platform leverages AI rewrites and personalized suggestions to craft winning resumes, offering a range of modern templates and cover letter options. With features like seamless import from LinkedIn, transparent pricing, and the ability to manage multiple resumes effortlessly, Resumonk aims to simplify the job application process for users across various industries.

PlaymakerAI is an AI-powered platform that provides football analytics and scouting services to football clubs, agents, media companies, betting companies, researchers, and educators. The platform offers access to AI-evaluated football data from hundreds of leagues worldwide, individual player reports, analytics and scouting services, media insights, and a Playmaker Personality Profile for deeper understanding of squad dynamics. PlaymakerAI revolutionizes the way football organizations operate by offering clear, insightful information and expert assistance in football analytics and scouting.

Resso.ai is an AI-powered career tool that offers a comprehensive suite of services to assist individuals in various aspects of their job search and career development. The platform provides tools for resume creation, cover letter writing, interview preparation, LinkedIn profile optimization, and job interview simulations. By leveraging artificial intelligence, Resso.ai aims to help users enhance their job application materials, improve interview performance, and increase their chances of securing employment opportunities.

FeedHive is an AI-powered social media management platform that helps businesses and content creators create, schedule, publish, and manage their social media content at scale. It offers a range of features including social media scheduling, social inbox, AI-powered content generation, analytics, collaboration tools, and white labeling. FeedHive integrates with all major social media platforms, including Facebook, Instagram, YouTube, TikTok, LinkedIn, Pinterest, and Google Business Profile.

SocialBee is an AI-powered social media management tool that helps businesses and individuals manage their social media accounts efficiently. It offers a range of features, including content creation, scheduling, analytics, and collaboration, to help users plan, create, and publish engaging social media content. SocialBee also provides insights into social media performance, allowing users to track their progress and make data-driven decisions.

SE Ranking is a robust SEO platform that offers a comprehensive suite of tools for agencies, enterprises, SMBs, and entrepreneurs. It provides features such as Rank Tracker, On-Page SEO Checker, Website Audit, Competitor Analysis Tool, and Backlink Checker. SE Ranking is trusted by users worldwide and offers a range of resources including educational content, webinars, and an Agency Hub. The platform also includes an AI Writer for content creation and optimization. With a focus on data quality and user satisfaction, SE Ranking aims to help users improve their SEO performance and online visibility.

Favikon is an AI-powered influencer marketing platform that helps businesses find and manage influencers for their marketing campaigns. It offers a range of features to help businesses with influencer discovery, tracking, and reporting. Favikon's AI-powered discovery feature enables businesses to find influencers across more than 600 specialized niches effortlessly. The platform also provides in-depth profiles of creators to understand their social media influence and popularity. Favikon's AI-powered rankings help businesses identify trending topics, popular formats, and emerging creators within their industry. The platform also offers a tracking feature to stay updated on the latest trends and posts across social media platforms.

Aimlabs is a comprehensive gaming platform that provides users with a variety of tools to improve their aim and overall gaming skills. With over 29,000 tasks and playlists, 500 FPS game profiles, and detailed aim analysis, Aimlabs helps gamers of all levels improve their performance. The platform also features an AI personal assistant that can offer tips and create custom maps on-the-spot. Aimlabs is the official partner of VALORANT and Rainbow Six Siege, and its science-backed training methods have been developed by a team of neuroscientists, designers, developers, and computer vision pioneers.

Fetcher is an AI-powered recruitment platform that simplifies the hiring process by providing curated batches of talented candidates tailored to specific needs. It eliminates manual sourcing by leveraging advanced AI technology and human expertise to deliver high-quality candidate profiles directly to the user's inbox. With features like personalized email outreach, recruitment analytics, and diversity metrics monitoring, Fetcher optimizes the recruitment pipeline and enhances candidate engagement. Trusted by top recruiting teams worldwide, Fetcher offers unlimited candidate connections and email performance analytics to streamline the hiring strategy.

EasyCallScript is a live call script application powered by AI technology, designed to enhance cold calling experiences for sales representatives. The tool provides instant confidence on the phone by adapting scripts for each lead and guiding users through calls without the need for CRM integration or specific data. With EasyCallScript, users can efficiently handle objections, maintain a consistent company culture, and focus on building relationships while the AI focuses on the sales objective. The application offers different pricing plans with one-time payments and unlimited user profiles, making it a valuable tool for sales professionals seeking to improve their call performance.

MyQRCode.com™ is an advanced QR code generator that empowers businesses and individuals to create, customize, and track QR codes for various purposes. With its user-friendly interface and powerful features, MyQRCode.com™ simplifies the process of generating QR codes, making it accessible to anyone. The platform offers a wide range of QR code types, including website URLs, vCards, PDFs, images, social media profiles, videos, simple text, business pages, Facebook pages, Wi-Fi networks, and app downloads. MyQRCode.com™ also provides advanced customization options, allowing users to add their company logos, change colors, and select from a variety of designs to create visually appealing QR codes that align with their brand identity. Additionally, the platform offers comprehensive analytics, enabling users to track the performance of their QR codes, including the number of scans, scan locations, and the devices used to scan the codes. This data provides valuable insights into the effectiveness of QR code campaigns and helps businesses optimize their marketing strategies.

Scalene is a high-performance CPU, GPU, and memory profiler for Python that provides detailed information and runs faster than many other profilers. It incorporates AI-powered proposed optimizations, allowing users to generate optimization suggestions by clicking on specific lines or regions of code. Scalene separates time spent in Python from native code, highlights hotspots, and identifies memory usage per line. It supports GPU profiling on NVIDIA-based systems and detects memory leaks. Users can generate reduced profiles, profile specific functions using decorators, and suspend/resume profiling for background processes. Scalene is available as a pip or conda package and works on various platforms. It offers features like profiling at the line level, memory trends, copy volume reporting, and leak detection.

High Performance LLMs 2024 is a comprehensive course focused on building a high-performance Large Language Model (LLM) from scratch using Jax. The course covers various aspects such as training, inference, roofline analysis, compilation, sharding, profiling, and optimization techniques. Participants will gain a deep understanding of Jax and learn how to design high-performance computing systems that operate close to their physical limits.

SuperBench is a validation and profiling tool for AI infrastructure. It provides a comprehensive set of tests and benchmarks to evaluate the performance and reliability of AI systems. The tool helps users identify bottlenecks, optimize configurations, and ensure the stability of their AI infrastructure. SuperBench is designed to streamline the validation process and improve the overall efficiency of AI deployments.

Listen is a Solana Swiss-Knife toolkit for algorithmic trading, offering real-time transaction monitoring, multi-DEX swap execution, fast transactions with Jito MEV bundles, price tracking, token management utilities, and performance monitoring. It includes tools for grabbing data from unofficial APIs and works with the $arc rig framework for AI Agents to interact with the Solana blockchain. The repository provides miscellaneous tools for analysis and data retrieval, with the core functionality in the `src` directory.

T-MAC is a kernel library that directly supports mixed-precision matrix multiplication without the need for dequantization by utilizing lookup tables. It aims to boost low-bit LLM inference on CPUs by offering support for various low-bit models. T-MAC achieves significant speedup compared to SOTA CPU low-bit framework (llama.cpp) and can even perform well on lower-end devices like Raspberry Pi 5. The tool demonstrates superior performance over existing low-bit GEMM kernels on CPU, reduces power consumption, and provides energy savings. It achieves comparable performance to CUDA GPU on certain tasks while delivering considerable power and energy savings. T-MAC's method involves using lookup tables to support mpGEMM and employs key techniques like precomputing partial sums, shift and accumulate operations, and utilizing tbl/pshuf instructions for fast table lookup.

FlashInfer is a library for Language Languages Models that provides high-performance implementation of LLM GPU kernels such as FlashAttention, PageAttention and LoRA. FlashInfer focus on LLM serving and inference, and delivers state-the-art performance across diverse scenarios.

OpenLIT is an OpenTelemetry-native GenAI and LLM Application Observability tool. It's designed to make the integration process of observability into GenAI projects as easy as pie – literally, with just a single line of code. Whether you're working with popular LLM Libraries such as OpenAI and HuggingFace or leveraging vector databases like ChromaDB, OpenLIT ensures your applications are monitored seamlessly, providing critical insights to improve performance and reliability.

MNN-LLM is a high-performance inference engine for large language models (LLMs) on mobile and embedded devices. It provides optimized implementations of popular LLM models, such as ChatGPT, BLOOM, and GPT-3, enabling developers to easily integrate these models into their applications. MNN-LLM is designed to be efficient and lightweight, making it suitable for resource-constrained devices. It supports various deployment options, including mobile apps, web applications, and embedded systems. With MNN-LLM, developers can leverage the power of LLMs to enhance their applications with natural language processing capabilities, such as text generation, question answering, and dialogue generation.

The Korean SAT LLM Leaderboard is a benchmarking project that allows users to test their fine-tuned Korean language models on a 10-year dataset of the Korean College Scholastic Ability Test (CSAT). The project provides a platform to compare human academic ability with the performance of large language models (LLMs) on various question types to assess reading comprehension, critical thinking, and sentence interpretation skills. It aims to share benchmark data, utilize a reliable evaluation dataset curated by the Korea Institute for Curriculum and Evaluation, provide annual updates to prevent data leakage, and promote open-source LLM advancement for achieving top-tier performance on the Korean CSAT.

Venom is a high-performance system developed with JavaScript to create a bot for WhatsApp, support for creating any interaction, such as customer service, media sending, sentence recognition based on artificial intelligence and all types of design architecture for WhatsApp.

OpenLIT is an OpenTelemetry-native GenAI and LLM Application Observability tool. It's designed to make the integration process of observability into GenAI projects as easy as pie – literally, with just **a single line of code**. Whether you're working with popular LLM Libraries such as OpenAI and HuggingFace or leveraging vector databases like ChromaDB, OpenLIT ensures your applications are monitored seamlessly, providing critical insights to improve performance and reliability.

The Radicalbit AI Monitoring Platform provides a comprehensive solution for monitoring Machine Learning and Large Language models in production. It helps proactively identify and address potential performance issues by analyzing data quality, model quality, and model drift. The repository contains files and projects for running the platform, including UI, API, SDK, and Spark components. Installation using Docker compose is provided, allowing deployment with a K3s cluster and interaction with a k9s container. The platform documentation includes a step-by-step guide for installation and creating dashboards. Community engagement is encouraged through a Discord server. The roadmap includes adding functionalities for batch and real-time workloads, covering various model types and tasks.

APOLLO is a memory-efficient optimizer designed for large language model (LLM) pre-training and full-parameter fine-tuning. It offers SGD-like memory cost with AdamW-level performance. The optimizer integrates low-rank approximation and optimizer state redundancy reduction to achieve significant memory savings while maintaining or surpassing the performance of Adam(W). Key contributions include structured learning rate updates for LLM training, approximated channel-wise gradient scaling in a low-rank auxiliary space, and minimal-rank tensor-wise gradient scaling. APOLLO aims to optimize memory efficiency during training large language models.

Digma is a Continuous Feedback platform that provides code-level insights related to performance, errors, and usage during development. It empowers developers to own their code all the way to production, improving code quality and preventing critical issues. Digma integrates with OpenTelemetry traces and metrics to generate insights in the IDE, helping developers analyze code scalability, bottlenecks, errors, and usage patterns.

EVE is an official PyTorch implementation of Unveiling Encoder-Free Vision-Language Models. The project aims to explore the removal of vision encoders from Vision-Language Models (VLMs) and transfer LLMs to encoder-free VLMs efficiently. It also focuses on bridging the performance gap between encoder-free and encoder-based VLMs. EVE offers a superior capability with arbitrary image aspect ratio, data efficiency by utilizing publicly available data for pre-training, and training efficiency with a transparent and practical strategy for developing a pure decoder-only architecture across modalities.

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.

The Neutone SDK is a tool designed for researchers to wrap their own audio models and run them in a DAW using the Neutone Plugin. It simplifies the process by allowing models to be built using PyTorch and minimal Python code, eliminating the need for extensive C++ knowledge. The SDK provides support for buffering inputs and outputs, sample rate conversion, and profiling tools for model performance testing. It also offers examples, notebooks, and a submission process for sharing models with the community.

Kong, or Kong API Gateway, is a cloud-native, platform-agnostic, scalable API Gateway distinguished for its high performance and extensibility via plugins. It also provides advanced AI capabilities with multi-LLM support. By providing functionality for proxying, routing, load balancing, health checking, authentication (and more), Kong serves as the central layer for orchestrating microservices or conventional API traffic with ease. Kong runs natively on Kubernetes thanks to its official Kubernetes Ingress Controller.

The worker-vLLM repository provides a serverless endpoint for deploying OpenAI-compatible vLLM models with blazing-fast performance. It supports deploying various model architectures, such as Aquila, Baichuan, BLOOM, ChatGLM, Command-R, DBRX, DeciLM, Falcon, Gemma, GPT-2, GPT BigCode, GPT-J, GPT-NeoX, InternLM, Jais, LLaMA, MiniCPM, Mistral, Mixtral, MPT, OLMo, OPT, Orion, Phi, Phi-3, Qwen, Qwen2, Qwen2MoE, StableLM, Starcoder2, Xverse, and Yi. Users can deploy models using pre-built Docker images or build custom images with specified arguments. The repository also supports OpenAI compatibility for chat completions, completions, and models, with customizable input parameters. Users can modify their OpenAI codebase to use the deployed vLLM worker and access a list of available models for deployment.

AMD-AI is a repository containing detailed instructions for installing, setting up, and configuring ROCm on Ubuntu systems with AMD GPUs. The repository includes information on installing various tools like Stable Diffusion, ComfyUI, and Oobabooga for tasks like text generation and performance tuning. It provides guidance on adding AMD GPU package sources, installing ROCm-related packages, updating system packages, and finding graphics devices. The instructions are aimed at users with AMD hardware looking to set up their Linux systems for AI-related tasks.

Expert on computing performance, inspired by Brendan Gregg.

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