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Zoc is an AI-powered note-taking application designed for students and educators to enhance learning experiences. It offers features such as flawless class note-taking, organizing key topics, translation into multiple languages, and creating quizzes. Zoc aims to increase attention in the classroom, study effectiveness, and student achievement by combining state-of-the-art technology with educational frameworks. The application has received recognition for its responsible AI innovation and commitment to leveling the educational playing field for all students.

EBI.AI is a customer service AI assistant that can help businesses with a variety of tasks, such as answering customer questions, resolving issues, and providing support. It is a self-serve platform that allows businesses to create and launch their own AI assistant in minutes. EBI.AI also offers a range of features, such as natural language processing, human-in-the-loop support, and integrations with other business systems. With EBI.AI, businesses can improve customer satisfaction, reduce costs, and increase efficiency.

Scienaptic Systems is an AI-powered Credit Decisioning Platform that revolutionizes the lending industry by automating credit underwriting processes, leveraging alternate data points, and offering self-learning models for instant credit decisions. The platform helps lenders identify creditworthy borrowers, streamline customer experience, and ensure fair lending practices through explainable AI models. Scienaptic's suite of AI-enabled technologies enables lenders to say 'Yes' to more borrowers at lower risk, providing a 360-degree risk assessment before approving applications. The platform integrates seamlessly with existing lending ecosystems, ensuring disruption-free deployment and better risk predictions through a single API call.

Tezi is an autonomous AI recruiting partner that revolutionizes the recruitment process by leveraging AI technology. It is the world's first autonomous AI trained by top hiring managers and recruiters to handle all the tedious aspects of recruiting. Tezi streamlines sourcing, screening, scheduling, and communication with candidates, allowing recruiters to focus on meeting great candidates. With features like AI-driven recruitment from open to offer, autonomous candidate sourcing, screening, scheduling, and seamless integration with applicant tracking systems, Tezi offers a faster, more efficient, and cost-effective recruitment solution.

InsureSmart is an AI-powered platform that empowers users to take control of their insurance needs. By leveraging artificial intelligence technology, InsureSmart offers personalized insurance solutions tailored to individual requirements. The platform provides a seamless and user-friendly experience for users to manage and optimize their insurance policies efficiently. With InsureSmart, users can access smart recommendations, compare insurance plans, and make informed decisions to secure their financial well-being.

Forethought is a customer support AI platform that uses generative AI to automate tasks and improve efficiency. It offers a range of features including automatic ticket resolution, sentiment analysis, and agent assist. Forethought's platform is designed to help businesses save costs, improve customer satisfaction, and increase agent productivity.

Prodia is an API for generating images from text. It is fast, affordable, and scalable. With Prodia, you can create stunning visuals for your projects in seconds. Prodia is perfect for developers, designers, and anyone else who wants to add AI-powered image generation to their applications.

Blueshift is an AI-powered cross-channel marketing platform that offers intelligent customer engagement solutions simplified with AI technology. The platform allows users to automate marketing messages, unify and activate customer data, and run highly-personalized campaigns across various channels. Blueshift's AI capabilities provide real-time decision-making, advanced audience segmentation, and personalized customer journeys. The platform integrates seamlessly with existing tools and systems, offering a unified solution for cross-channel marketing challenges. With a focus on delivering real results quickly, Blueshift helps businesses grow lifetime value, increase customer engagement, and drive growth through hyper-personalized recommendations and tailored content.

SambaNova Systems is an AI platform that revolutionizes AI workloads by offering an enterprise-grade full stack platform purpose-built for generative AI. It provides state-of-the-art AI and deep learning capabilities to help customers outcompete their peers. SambaNova delivers the only enterprise-grade full stack platform, from chips to models, designed for generative AI in the enterprise. The platform includes the SN40L Full Stack Platform with 1T+ parameter models, Composition of Experts, and Samba Apps. SambaNova also offers resources to accelerate AI journeys and solutions for various industries like financial services, healthcare, manufacturing, and more.

Crowdynews is an AI-powered user-generated content curation tool designed for digital publishers. It helps publishers augment their stories with trusted social media content, increasing engagement and conversion rates. The platform combines multiple social media sources, offers intelligent filters for content control, and provides easy-to-use experiences for publishers to drive audience engagement. Crowdynews is trusted by publishers and brands worldwide to enhance the social experience on their websites.

Boostrbot is an all-in-one AI marketing platform that helps businesses create content, automate tasks, and generate leads. With Boostrbot, businesses can create high-quality content, including text, images, videos, and code, in minutes. Boostrbot also offers a variety of automation tools, such as email marketing, social media marketing, and customer relationship management (CRM). Additionally, Boostrbot provides businesses with access to a team of AI experts who can help them get the most out of the platform.

Pinecone is a vector database that helps power AI for the world's best companies. It is a serverless database that lets you deliver remarkable GenAI applications faster, at up to 50x lower cost. Pinecone is easy to use and can be integrated with your favorite cloud provider, data sources, models, frameworks, and more.

Proxima is a predictive data intelligence tool that offers custom audiences for paid social, analytics, and tactical benchmarks. It helps businesses lower acquisition costs, increase customer lifetime value, and grow profitably by leveraging AI-powered advertising solutions. With a focus on predictive insights and enterprise-grade analytics, Proxima empowers users to make data-driven decisions that fuel growth and optimize marketing performance.

Logistify AI is an automated inventory verification tool designed for warehouses and factories. It utilizes Generative AI technology to reduce inventory losses caused by human errors in manual counting and to lower labor costs. The tool employs automated CCTV computer vision for accurate inventory identification, counting, and plate number recognition. Trusted by over 50 inventory managers, Logistify AI helps companies streamline their inventory management processes and improve overall efficiency.

ResearchGoat is a generative AI-powered research platform that enables clients to conduct in-depth qualitative research and interviews with unprecedented speed and genuine insights. The platform offers shockingly lower costs compared to traditional consumer research, AI moderators that can converse in any language, and the ability to recruit participants and conduct interviews efficiently. ResearchGoat empowers users to focus on understanding their customers by providing comprehensive insights and analysis from real people.

Paymefy is an AI-powered platform designed to optimize debt collection processes. By leveraging Artificial Intelligence, Paymefy helps businesses recover outstanding payments faster and at a lower cost. The platform offers features such as on-click payment solutions, smart notification sequences, automation of debt collection processes, and easy customization of communication with customers. Paymefy enables businesses to collect payments efficiently through various channels and offers the flexibility of multi-invoice installments. Additionally, the platform provides insights into customer payment behavior through feedback forms, allowing businesses to address issues promptly.

Replit GPT Assistant is a tool that acts as a Replit-informed assistant, helping developers address their issues. It provides solutions to common problems faced by developers when using Replit, such as lower Node version errors and issues with updating environment variables.

Amazon Web Services (AWS) is a comprehensive, evolving cloud computing platform from Amazon that provides a broad set of global compute, storage, database, analytics, application, and deployment services that help organizations move faster, lower IT costs, and scale applications. With AWS, you can use as much or as little of its services as you need, and scale up or down as required with only a few minutes notice. AWS has a global network of regions and availability zones, so you can deploy your applications and data in the locations that are optimal for you.

fast.ai is an AI tool that offers courses and resources on deep learning and practical applications of artificial intelligence. The platform provides high-level components for practitioners to achieve state-of-the-art results in standard deep learning tasks. It aims to increase diversity in the field of deep learning and lower barriers to entry for everyone.

Endel is a personalized soundscape application that uses neuroscience to create soundscapes that adapt in real-time to help users focus, relax, and sleep. The application's patented technology reacts to inputs like time of day, weather, heart rate, and location to create soundscapes that are tailored to the user's individual needs. Endel has been shown to improve focus, lower stress, and promote sleep.

ebook2audiobook is a CPU/GPU converter tool that converts eBooks to audiobooks with chapters and metadata using tools like Calibre, ffmpeg, XTTSv2, and Fairseq. It supports voice cloning and a wide range of languages. The tool is designed to run on 4GB RAM and provides a new v2.0 Web GUI interface for user-friendly interaction. Users can convert eBooks to text format, split eBooks into chapters, and utilize high-quality text-to-speech functionalities. Supported languages include Arabic, Chinese, English, French, German, Hindi, and many more. The tool can be used for legal, non-DRM eBooks only and should be used responsibly in compliance with applicable laws.

A curated list of Generative AI projects, tools, artworks, and models

Awesome LLM compression research papers and tools to accelerate LLM training and inference.

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.

This guide is dedicated to Large Language Models (LLMs) that you can run on your home computer. It assumes your PC is a lower-end, non-gaming setup.

AIMET is a library that provides advanced model quantization and compression techniques for trained neural network models. It provides features that have been proven to improve run-time performance of deep learning neural network models with lower compute and memory requirements and minimal impact to task accuracy. AIMET is designed to work with PyTorch, TensorFlow and ONNX models. We also host the AIMET Model Zoo - a collection of popular neural network models optimized for 8-bit inference. We also provide recipes for users to quantize floating point models using AIMET.

Comflowy is a community dedicated to providing comprehensive tutorials, fostering discussions, and building a database of workflows and models for ComfyUI and Stable Diffusion. Our mission is to lower the entry barrier for ComfyUI users, promote its mainstream adoption, and contribute to the growth of the AI generative graphics community.

Dewhale is a GitHub-Powered AI tool designed for effortless development. It utilizes prompt engineering techniques under the GPT-4 model to issue commands, allowing users to generate code with lower usage costs and easy customization. The tool seamlessly integrates with GitHub, providing version control, code review, and collaborative features. Users can join discussions on the design philosophy of Dewhale and explore detailed instructions and examples for setting up and using the tool.

MMOS (Mix of Minimal Optimal Sets) is a dataset designed for math reasoning tasks, offering higher performance and lower construction costs. It includes various models and data subsets for tasks like arithmetic reasoning and math word problem solving. The dataset is used to identify minimal optimal sets through reasoning paths and statistical analysis, with a focus on QA-pairs generated from open-source datasets. MMOS also provides an auto problem generator for testing model robustness and scripts for training and inference.

LeRobot is a state-of-the-art AI library for real-world robotics in PyTorch. It aims to provide models, datasets, and tools to lower the barrier to entry to robotics, focusing on imitation learning and reinforcement learning. LeRobot offers pretrained models, datasets with human-collected demonstrations, and simulation environments. It plans to support real-world robotics on affordable and capable robots. The library hosts pretrained models and datasets on the Hugging Face community page.

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.

**Promptulate** is an AI Agent application development framework crafted by **Cogit Lab** , which offers developers an extremely concise and efficient way to build Agent applications through a Pythonic development paradigm. The core philosophy of Promptulate is to borrow and integrate the wisdom of the open-source community, incorporating the highlights of various development frameworks to lower the barrier to entry and unify the consensus among developers. With Promptulate, you can manipulate components like LLM, Agent, Tool, RAG, etc., with the most succinct code, as most tasks can be easily completed with just a few lines of code. 🚀

LionAGI is a powerful intelligent workflow automation framework that introduces advanced ML models into any existing workflows and data infrastructure. It can interact with almost any model, run interactions in parallel for most models, produce structured pydantic outputs with flexible usage, automate workflow via graph based agents, use advanced prompting techniques, and more. LionAGI aims to provide a centralized agent-managed framework for "ML-powered tools coordination" and to dramatically lower the barrier of entries for creating use-case/domain specific tools. It is designed to be asynchronous only and requires Python 3.10 or higher.

Comflowyspace is an open-source AI image and video generation tool that aims to provide a more user-friendly and accessible experience than existing tools like SDWebUI and ComfyUI. It simplifies the installation, usage, and workflow management of AI image and video generation, making it easier for users to create and explore AI-generated content. Comflowyspace offers features such as one-click installation, workflow management, multi-tab functionality, workflow templates, and an improved user interface. It also provides tutorials and documentation to lower the learning curve for users. The tool is designed to make AI image and video generation more accessible and enjoyable for a wider range of users.

PowerInfer is a high-speed Large Language Model (LLM) inference engine designed for local deployment on consumer-grade hardware, leveraging activation locality to optimize efficiency. It features a locality-centric design, hybrid CPU/GPU utilization, easy integration with popular ReLU-sparse models, and support for various platforms. PowerInfer achieves high speed with lower resource demands and is flexible for easy deployment and compatibility with existing models like Falcon-40B, Llama2 family, ProSparse Llama2 family, and Bamboo-7B.

SecureAI Tools is a private and secure AI tool that allows users to chat with AI models, chat with documents (PDFs), and run AI models locally. It comes with built-in authentication and user management, making it suitable for family members or coworkers. The tool is self-hosting optimized and provides necessary scripts and docker-compose files for easy setup in under 5 minutes. Users can customize the tool by editing the .env file and enabling GPU support for faster inference. SecureAI Tools also supports remote OpenAI-compatible APIs, with lower hardware requirements for using remote APIs only. The tool's features wishlist includes chat sharing, mobile-friendly UI, and support for more file types and markdown rendering.

llm-analysis is a tool designed for Latency and Memory Analysis of Transformer Models for Training and Inference. It automates the calculation of training or inference latency and memory usage for Large Language Models (LLMs) or Transformers based on specified model, GPU, data type, and parallelism configurations. The tool helps users to experiment with different setups theoretically, understand system performance, and optimize training/inference scenarios. It supports various parallelism schemes, communication methods, activation recomputation options, data types, and fine-tuning strategies. Users can integrate llm-analysis in their code using the `LLMAnalysis` class or use the provided entry point functions for command line interface. The tool provides lower-bound estimations of memory usage and latency, and aims to assist in achieving feasible and optimal setups for training or inference.

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