Best AI tools for< Introduce Sparsity >

Santa Cat is an AI-powered virtual assistant designed to bring holiday cheer and festive fun to users. It allows you to engage in interactive conversations with a virtual Santa Cat, creating a unique and enjoyable experience. Developed by Daily About & Help, Santa Cat is the purr-fect companion for spreading joy and laughter during the holiday season.

Ordinary Prompts is a tool that helps users create better prompts for ChatGPT and other AI language models. It provides a library of pre-written prompts that can be used for a variety of tasks, such as generating creative content, getting help with coding, and writing emails. Ordinary Prompts also includes a number of features that make it easy to customize prompts and track your progress.

StoryBee is an AI-powered platform that allows users to create personalized stories for children. With a simple hint or theme, the AI generates a unique tale tailored to the user's preferences. Users can customize the genre, style, and visual aesthetics of their stories, ensuring a captivating and engaging experience for young readers. StoryBee is designed to foster imagination, inspire growth, and provide endless entertainment for children of all ages.

Robovision is a central platform to manage vision intelligence inside smart machines. Successfully introduce AI in dynamic environments without the need for AI experts.

Sacred is a tool to configure, organize, log and reproduce computational experiments. It is designed to introduce only minimal overhead, while encouraging modularity and configurability of experiments. The ability to conveniently make experiments configurable is at the heart of Sacred. If the parameters of an experiment are exposed in this way, it will help you to: keep track of all the parameters of your experiment easily run your experiment for different settings save configurations for individual runs in files or a database reproduce your results In Sacred we achieve this through the following main mechanisms: Config Scopes are functions with a @ex.config decorator, that turn all local variables into configuration entries. This helps to set up your configuration really easily. Those entries can then be used in captured functions via dependency injection. That way the system takes care of passing parameters around for you, which makes using your config values really easy. The command-line interface can be used to change the parameters, which makes it really easy to run your experiment with modified parameters. Observers log every information about your experiment and the configuration you used, and saves them for example to a Database. This helps to keep track of all your experiments. Automatic seeding helps controlling the randomness in your experiments, such that they stay reproducible.

Wingman is an AI dating coach application that offers personalized dating advice to straight men. It provides services such as chatbot coaching, profile optimization, and conversation feedback to help users improve their dating game and increase their chances of finding meaningful connections. Wingman prioritizes user privacy by ensuring all interactions are fully anonymized, and it continuously updates its memory bank to provide tailored advice. The application is currently in beta phase and offers complimentary access to invited users, with plans to introduce a free trial version upon official launch.

Tastewise is an AI platform designed for food and beverage brands to upskill on AI technology. It offers solutions for product innovation, foodservice execution, and digital marketing. The platform provides real-time marketing insights, consumer intelligence, and automation for marketing execution. Tastewise also enables risk-free product innovation and testing, allowing brands to introduce innovative products and adapt consumer messaging effectively. The platform helps brands make data-driven decisions, identify trends before they hit mainstream, and streamline operations for growth and success.

Drooid Social is a social interactive platform powered by AI technology that reads hundreds of news articles on any topic to provide users with short, accurate, and unique insights in a personalized feed. Users can stay informed with a complete picture, express their opinions, and connect with like-minded individuals. The platform is free to use and plans to introduce non-intrusive ads starting in May 2025. Drooid Social aims to revolutionize how users consume news and engage with content online.

SEOmatic is an AI-powered tool designed to boost website traffic through programmatic SEO features. It helps users automate and scale web pages for SEO and PPC strategies on any CMS platform, leading to a significant increase in traffic, leads, and sales. With SEOmatic, users can create personalized, data-driven content marketing at scale without the need for coding skills. The tool offers friendly pricing, a 7-day free trial, and the flexibility to cancel anytime, making it a valuable asset for marketing teams looking to drive high-quality, targeted leads to their websites.

Wiz Attendant is a virtual assistant that helps businesses automate their customer service and support operations. It uses artificial intelligence (AI) to understand customer queries and provide relevant answers, 24/7. Wiz Attendant can be integrated with a business's website, messaging apps, and social media channels, making it easy for customers to get help whenever and wherever they need it.

AI Slide Maker is an innovative tool that utilizes artificial intelligence to create visually appealing and professional presentations in a matter of minutes. With its advanced algorithms, the application can analyze content, suggest relevant design templates, and generate slides automatically. Users can simply input their text and images, and the AI Slide Maker will take care of the rest, saving time and effort. Whether for business meetings, educational purposes, or personal projects, this tool streamlines the presentation creation process and ensures high-quality results.

BharatGPT is an AI-powered conversational AI platform designed for the Indian market. It offers generative text, voice, and video capabilities, supporting over 12 Indian languages. The platform focuses on fostering domestic AI development and ensuring data localization in India. BharatGPT is optimized for Indian users, providing features like custom knowledge base integration, omni-channel support, and dialogue management.

Kidgeni is an AI-powered creative platform designed for kids to unleash their imagination and turn their ideas into art, stories, and more. With features like creating doodles, coloring pages, learning to draw, and writing stories, Kidgeni offers endless fun and magical experiences for children. The platform provides various subscription plans tailored to inspire children to be lifelong learners through AI-generated art and storytelling.

TeleWizard is a revolutionary AI tool that introduces the concept of AI call centers operated by AI phone agents. It leverages cutting-edge artificial intelligence technology to provide seamless and efficient customer service solutions. By utilizing advanced algorithms and machine learning capabilities, TeleWizard aims to transform the traditional call center industry by automating and enhancing customer interactions.

モリカトロンAIラボ is a community media platform that introduces the latest information on entertainment and AI. The platform covers a wide range of topics such as games, music, art, technology, and science. It explores cutting-edge technologies like generative AI, machine learning, deep learning, and neural networks. The platform also delves into topics related to AI ethics, natural language processing, and AI applications in various industries.

DealPage is an AI Sales Engineer platform that introduces Paige, the first AI Sales Engineer. Paige assists sales engineers in onboarding, automating administrative tasks, providing technical assistance, and improving efficiency. The platform offers features such as automating RFP responses, generating personalized proposals, answering security questionnaires, and curating a knowledge base. DealPage aims to streamline sales processes, enhance productivity, and provide valuable insights into buyer behavior.

Open Agent Studio is a powerful no-code agent editor that introduces new automation concepts like Semantic Targets and Semantic Triggers in simple language, enabling the creation of future-proof agents that are robust to design changes. It is designed to target markets untouched by AI, offering subscribers a free 4-week course to launch custom agents with enterprise-grade white label. The tool includes an Agent Recorder for easy building of agents by recording keyboard and mouse actions, scraping data, and detecting the start node. Open Agent Studio is powered by Cheat Layer, a platform that leverages GPT-3 for automation and aims to democratize access to AI for rebuilding businesses online.

Ai Drawing Generator is a free online tool that revolutionizes drawing generation with AI. It introduces ControlNet, a neural network structure designed to enhance pretrained large diffusion models by incorporating additional input conditions. The tool enables users to convert scribbled drawings into detailed images through deep learning algorithms. It is adaptable for training on personal devices and can handle large datasets ranging from millions to billions. Ai Drawing Generator provides experimental compatibility with various diffusion models, offering users flexibility in choosing models based on their specific needs and preferences.

Playground AI is a free-to-use online AI image creator that allows users to create and edit images like a professional without requiring advanced skills. The platform introduces Mixed Image Editing, enabling the combination of real and synthetic images to produce stunning works of art and photorealistic images limited only by the user's imagination. Users can edit images as they imagine, step outside the box, grow images beyond their edges, erase unnecessary elements, and fit objects into any scene. Playground AI fosters a creative community where users can share their creations, collaborate with others, and bring their ideas to life. With a user-friendly interface and powerful AI capabilities, Playground AI empowers users to unleash their creativity and design graphics effortlessly.

d-Matrix is an AI tool that offers ultra-low latency batched inference for generative AI technology. It introduces Corsair™, the world's most efficient AI inference platform for datacenters, providing high performance, efficiency, and scalability for large-scale inference tasks. The tool aims to transform the economics of AI inference by delivering fast, sustainable, and scalable AI solutions without compromising on speed or usability.

Bolts package provides a variety of components to extend PyTorch Lightning, such as callbacks & datasets, for applied research and production. Users can accelerate Lightning training with the Torch ORT Callback to optimize ONNX graph for faster training & inference. Additionally, users can introduce sparsity with the SparseMLCallback to accelerate inference by leveraging the DeepSparse engine. Specific research implementations are encouraged, with contributions that help train SSL models and integrate with Lightning Flash for state-of-the-art models in applied research.

The RISE Journal Club is a bi-weekly reading group that provides a friendly environment for discussing state-of-the-art papers in medical image analysis, AI, and computer vision. The club aims to enhance critical and design thinking skills essential for researchers. Moderators introduce papers for discussion on various topics such as registration, segmentation, federated learning, fairness, and reinforcement learning. The club covers papers from machine and deep learning communities, offering a broad overview of cutting-edge methods.

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.

DuoAttention is a framework designed to optimize long-context large language models (LLMs) by reducing memory and latency during inference without compromising their long-context abilities. It introduces a concept of Retrieval Heads and Streaming Heads to efficiently manage attention across tokens. By applying a full Key and Value (KV) cache to retrieval heads and a lightweight, constant-length KV cache to streaming heads, DuoAttention achieves significant reductions in memory usage and decoding time for LLMs. The framework uses an optimization-based algorithm with synthetic data to accurately identify retrieval heads, enabling efficient inference with minimal accuracy loss compared to full attention. DuoAttention also supports quantization techniques for further memory optimization, allowing for decoding of up to 3.3 million tokens on a single GPU.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

This repository contains a collection of papers and resources related to Large Language Models (LLMs), including their applications in various domains such as text generation, translation, question answering, and dialogue systems. The repository also includes discussions on the ethical and societal implications of LLMs. **Description** This repository is a collection of papers and resources related to Large Language Models (LLMs). LLMs are a type of artificial intelligence (AI) that can understand and generate human-like text. They have a wide range of applications, including text generation, translation, question answering, and dialogue systems. **For Jobs** - **Content Writer** - **Copywriter** - **Editor** - **Journalist** - **Marketer** **AI Keywords** - **Large Language Models** - **Natural Language Processing** - **Machine Learning** - **Artificial Intelligence** - **Deep Learning** **For Tasks** - **Generate text** - **Translate text** - **Answer questions** - **Engage in dialogue** - **Summarize text**

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.

MaskLLM is a learnable pruning method that establishes Semi-structured Sparsity in Large Language Models (LLMs) to reduce computational overhead during inference. It is scalable and benefits from larger training datasets. The tool provides examples for running MaskLLM with Megatron-LM, preparing LLaMA checkpoints, pre-tokenizing C4 data for Megatron, generating prior masks, training MaskLLM, and evaluating the model. It also includes instructions for exporting sparse models to Huggingface.

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.

This repository is dedicated to the pruning of large language models (LLMs). It aims to serve as a comprehensive resource for researchers and practitioners interested in the efficient reduction of model size while maintaining or enhancing performance. The repository contains various papers, summaries, and links related to different pruning approaches for LLMs, along with author information and publication details. It covers a wide range of topics such as structured pruning, unstructured pruning, semi-structured pruning, and benchmarking methods. Researchers and practitioners can explore different pruning techniques, understand their implications, and access relevant resources for further study and implementation.

Awesome-Attention-Heads is a platform providing the latest research on Attention Heads, focusing on enhancing understanding of Transformer structure for model interpretability. It explores attention mechanisms for behavior, inference, and analysis, alongside feed-forward networks for knowledge storage. The repository aims to support researchers studying LLM interpretability and hallucination by offering cutting-edge information on Attention Head Mining.

Web Vulnerability Academy (WVA) is an interactive tutor designed to introduce users to web vulnerabilities while also providing them with opportunities to assess and enhance their knowledge through testing.

Assistant pédagogique pour développer la conscience phonologie et le principe alphabétique.

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