Best AI tools for< Shard Transformer Blocks >

The website 'NEEDS MORE BOOM' offers a unique service where users can input their favorite movie scene and have it re-directed with more explosions and action, inspired by the style of director Michael Bay. The team behind the website promises to add elements like Blackhawk helicopters, stunt doubles, rockets, and even a mechanical shark with a machine gun to enhance the scenes. The site is a fun and creative way to reimagine popular movie moments with a touch of blockbuster excitement.

Blockbrain is an AI-driven platform that helps businesses transform their unique knowledge into a competitive advantage. The platform streamlines processes, enhances communication, and boosts profitability while ensuring the security of valuable company information. It offers AI-powered solutions for sales productivity, machinery maintenance, digital twin implementation, and compliance automation. Blockbrain's Knowledge Bots, Cortex Data Vault, and measurable benefits for businesses make it a trusted choice for Mittelstand industry leaders.

WordPress.org is an open-source publishing platform used by millions of websites worldwide, catering to creators, small businesses, and enterprises. It offers flexible design tools, a powerful block editor, and an extensive library of plugins to customize and enhance websites without the need for coding. Users can create, build, and extend their sites with real-time editing features and a diverse community of industry experts. WordPress.org empowers users to build, transform, and share their digital presence with limitless possibilities.

SongR is an AI-powered application that allows users to create fully customized songs with just a few clicks, without the need for any musical experience. It enables everyone to generate unique, personalized songs that can be easily shared with others. SongR's all-in-one AI Text-to-Song Transformer feature generates custom lyrics based on keywords, adds vocals and accompaniments from a chosen genre, and creates a unique song for social media sharing. The platform aims to democratize the creation of songs and music for all users.

Super Time Travel is an AI tool developed by AE Studio that allows users to upload photos and discover how they would look in any time period. The tool provides a novel form of entertainment where people can creatively engage with their own photos, imagining how they might look in different historical periods or futuristic scenarios. AE Studio is a development, data science, and design studio that works closely with founders and executives to create custom software, machine learning, and BCI solutions.

AI Face Ager is an innovative online tool that allows users to change their age in photos for free. With advanced AI technology, users can experience time travel by seeing their aged selves and previewing their future appearance. The tool retains unique facial features while applying natural aging effects, providing high-definition portrait outputs. Users can use AI Face Ager for creative fun, event marketing, and personalized meme creation. The tool offers versatile aging effects and is suitable for social media experts, photographers, and anyone curious about their future self.

ThePetPainting.com is an AI-powered platform that transforms your pet photos into beautiful art pieces. Users can upload 12-20 high-quality photos of their pets, and the AI technology processes the images to create stunning artworks. The website offers this service for free, allowing pet owners to cherish their furry friends in a unique way. The process is quick, with most uploads completed in 30 minutes or less. Once the art is ready, users receive an email notification to view and share the transformed pet portraits with friends and family.

Disney Pixar AI Generator is an AI application that transforms your images into stunning Disney Pixar-style creations effortlessly. It offers a user-friendly interface with customization options to create personalized masterpieces. The tool provides high-quality output suitable for printing or sharing on various platforms. Users can explore a wide array of Disney and Pixar-inspired styles, from classic characters to modern favorites, and easily share their transformed creations with friends and family across social media.

MemoryLane is an AI-powered reminiscence therapy application that helps users transform their life stories into beautifully bound books. Through engaging conversations with an AI confidante named Genie, users can share their memories in English or Chinese, which are then transformed into captivating chapters of a personalized book. The app offers features like personalizing book covers, transitioning from digital to printed books, and creating a tangible legacy for future generations. MemoryLane aims to provide a safe space for reminiscing about the past and easily creating enduring legacies.

RAG ChatBot is a service that allows users to easily train and share chatbots. It can transform PDFs, URLs, and text into smart chatbots that can be embedded anywhere with an iframe. RAG ChatBot is designed to make knowledge sharing easier and more efficient. It offers a variety of features to help users create and manage their chatbots, including easy knowledge training, continuous improvement, seamless integration with OpenAI Custom GPTs, secure API key integration, continuous optimization, and online privacy control.

Knowledgio is a no-code solution for building personalized AI tools, designed for agencies and individuals looking to transform their expertise into unique AI applications. The platform allows users to save time by creating highly personalized AI workspaces, enabling easy knowledge sharing and monetization. With a user-friendly interface and dedicated support, Knowledgio simplifies the process of building AI tools, making it accessible even for non-technical users. The platform supports easy data ingestion, organization, and distribution, helping users create stunning AI tools with minimal effort. Knowledgio also offers collaboration features, real-time editing, and parallel execution capabilities to enhance productivity and efficiency.

PS2 Filter AI Tool is an online application that allows users to easily generate PS2 style images. By uploading an image, the AI quickly transforms it into a retro gaming visual experience reminiscent of the PlayStation 2 era. Users can download the generated images for free and share them on social media platforms like Twitter or Facebook. The tool provides a fun and nostalgic way to create unique visuals with a vintage gaming vibe.

Nullface AI is an AI-powered platform that allows users to generate faceless videos for TikTok and YouTube. It simplifies content creation by transforming ideas into engaging videos without showing the user's face. With features like AI-powered audio, imagery, and subtitles, users can create videos effortlessly in various languages and genres. Nullface AI offers real engagement on social media platforms, a variety of backgrounds, AI-generated images, and stock videos to enhance video content. Users can personalize videos by selecting voices and synchronizing text with images. The platform also provides 'Automations' to generate videos daily based on user prompts, offering comprehensive control over audio and visual elements.

Infogram is an AI-powered platform that enables users to create interactive data visualizations, infographics, reports, maps, charts, tables, slides, and dashboards effortlessly. With a wide range of features such as AI chart recommendations, interactive content, embeds, custom maps, data import, and advanced editing tools, Infogram empowers users to craft compelling visual stories. The platform also offers content engagement analytics, real-time collaboration, and a brand kit for consistent branding. Trusted by over 10 million users worldwide, Infogram is a go-to tool for individuals, teams, and organizations looking to transform data into engaging visuals.

Flowjin is an AI-powered tool that helps users transform long videos and audios into engaging short video clips with automatic captions, precise cuts, and custom branding. It is designed for marketers, creators, business owners, and agencies to easily repurpose their content for social media platforms. Flowjin's AI analyzes the content to identify key ideas and convert them into various formats, streamlining the content creation workflow and enabling users to create and schedule multiple short videos quickly.

8Arc is a Text to Movie AI Generator that allows users to create movies from text in just a few simple steps. Users can input ideas for short movies or scripts, and the AI will generate a movie based on the input. The platform offers features for creating various types of movies, including short videos, cinematic ads, movie trailers, documentaries, and more. Users can also upload images to be included in their movies, and the AI can generate scripts for them. 8Arc provides a user-friendly interface for creating movies with AI technology, making the process efficient and accessible to all.

Image Fx is a free AI image generator tool that allows users to transform their ideas into stunning visuals with the power of artificial intelligence. Users can create professional-quality images by providing simple text prompts, without the need for any design experience. The tool is powered by Google's Imagen 2 technology and offers features like text-to-image generation, expressive chips for creative exploration, and digital watermarking for AI attribution. Image Fx is fast, efficient, and accessible, making image creation simple and intuitive for users of all skill levels.

StoryNest.ai is an AI-powered platform that allows users to create, share, and read interactive novels and stories. With StoryNest.ai, users can create their own branching storylines, add characters, and write dialogue. Readers can then choose their own path through the story, making choices that affect the outcome. StoryNest.ai also offers a library of pre-written stories that users can read and interact with.

Movietoemojiwebmain is a fun and interactive website that allows users to convert movie titles into emoji representations. Users can input the name of a movie, and the website will generate a corresponding set of emojis that symbolize the movie title. This tool is a creative way to engage with movie titles and share them in a unique and visually appealing format. Movietoemojiwebmain is designed to be user-friendly and entertaining for movie enthusiasts of all ages.

Haiku Lens is a unique app that combines cutting-edge AI technologies with the art of haiku poetry to create beautiful and thought-provoking compositions. By analyzing the visual content of your photos, it identifies key elements such as colors, textures, and shapes to generate haiku poems that reflect the mood and atmosphere of the image. Haiku Lens helps users transform everyday photos into captivating haikus, fostering mindfulness and appreciation for the present moment.

cake is a pure Rust implementation of the llama3 LLM distributed inference based on Candle. The project aims to enable running large models on consumer hardware clusters of iOS, macOS, Linux, and Windows devices by sharding transformer blocks. It allows running inferences on models that wouldn't fit in a single device's GPU memory by batching contiguous transformer blocks on the same worker to minimize latency. The tool provides a way to optimize memory and disk space by splitting the model into smaller bundles for workers, ensuring they only have the necessary data. cake supports various OS, architectures, and accelerations, with different statuses for each configuration.

Pax is a framework to configure and run machine learning experiments on top of Jax.

Marlin is a highly optimized FP16xINT4 matmul kernel designed for large language model (LLM) inference, offering close to ideal speedups up to batchsizes of 16-32 tokens. It is suitable for larger-scale serving, speculative decoding, and advanced multi-inference schemes like CoT-Majority. Marlin achieves optimal performance by utilizing various techniques and optimizations to fully leverage GPU resources, ensuring efficient computation and memory management.

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.

MFLUX is a line-by-line port of the FLUX implementation in the Huggingface Diffusers library to Apple MLX. It aims to run powerful FLUX models from Black Forest Labs locally on Mac machines. The codebase is minimal and explicit, prioritizing readability over generality and performance. Models are implemented from scratch in MLX, with tokenizers from the Huggingface Transformers library. Dependencies include Numpy and Pillow for image post-processing. Installation can be done using `uv tool` or classic virtual environment setup. Command-line arguments allow for image generation with specified models, prompts, and optional parameters. Quantization options for speed and memory reduction are available. LoRA adapters can be loaded for fine-tuning image generation. Controlnet support provides more control over image generation with reference images. Current limitations include generating images one by one, lack of support for negative prompts, and some LoRA adapters not working.

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.

RWKV is an RNN with Transformer-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). And it's 100% attention-free. You only need the hidden state at position t to compute the state at position t+1. You can use the "GPT" mode to quickly compute the hidden state for the "RNN" mode. So it's combining the best of RNN and transformer - **great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding** (using the final hidden state).

Zeta is a tool designed to build state-of-the-art AI models faster by providing modular, high-performance, and scalable building blocks. It addresses the common issues faced while working with neural nets, such as chaotic codebases, lack of modularity, and low performance modules. Zeta emphasizes usability, modularity, and performance, and is currently used in hundreds of models across various GitHub repositories. It enables users to prototype, train, optimize, and deploy the latest SOTA neural nets into production. The tool offers various modules like FlashAttention, SwiGLUStacked, RelativePositionBias, FeedForward, BitLinear, PalmE, Unet, VisionEmbeddings, niva, FusedDenseGELUDense, FusedDropoutLayerNorm, MambaBlock, Film, hyper_optimize, DPO, and ZetaCloud for different tasks in AI model development.

This repository contains an implementation of Ring Attention, a technique for processing large sequences in transformers. Ring Attention splits the data across the sequence dimension and applies ring reduce to the processing of the tiles of the attention matrix, similar to flash attention. It also includes support for Striped Attention, a follow-up paper that permutes the sequence for better workload balancing for autoregressive transformers, and grouped query attention, which saves on communication costs during the ring reduce. The repository includes a CUDA version of the flash attention kernel, which is used for the forward and backward passes of the ring attention. It also includes logic for splitting the sequence evenly among ranks, either within the attention function or in the external ring transformer wrapper, and basic test cases with two processes to check for equivalent output and gradients.

Crawl4AI is a powerful and free web crawling service that extracts valuable data from websites and provides LLM-friendly output formats. It supports crawling multiple URLs simultaneously, replaces media tags with ALT, and is completely free to use and open-source. Users can integrate Crawl4AI into Python projects as a library or run it as a standalone local server. The tool allows users to crawl and extract data from specified URLs using different providers and models, with options to include raw HTML content, force fresh crawls, and extract meaningful text blocks. Configuration settings can be adjusted in the `crawler/config.py` file to customize providers, API keys, chunk processing, and word thresholds. Contributions to Crawl4AI are welcome from the open-source community to enhance its value for AI enthusiasts and developers.

This repository is a compilation of excellent ML and DL tutorials created by various individuals and organizations. It covers a wide range of topics, including machine learning fundamentals, deep learning, computer vision, natural language processing, reinforcement learning, and more. The resources are organized into categories, making it easy to find the information you need. Whether you're a beginner or an experienced practitioner, you're sure to find something valuable in this repository.

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

Open Parse is a Python library for visually discerning document layouts and chunking them effectively. It is designed to fill the gap in open-source libraries for handling complex documents. Unlike text splitting, which converts a file to raw text and slices it up, Open Parse visually analyzes documents for superior LLM input. It also supports basic markdown for parsing headings, bold, and italics, and has high-precision table support, extracting tables into clean Markdown formats with accuracy that surpasses traditional tools. Open Parse is extensible, allowing users to easily implement their own post-processing steps. It is also intuitive, with great editor support and completion everywhere, making it easy to use and learn.

Transformador de fotos multilingüe al estilo Simpsons

I transform portraits into old college yearbook styles with a nostalgic touch. 🟢

I transform uploaded photos into baby versions.

Transforms pet photos into animated characters.

Sharpening Business Ideas is an AI-driven tool that refines business concepts and evaluates pitches. It aligns ideas with market trends and best practices, transforming them into market-ready proposals. Perfect for entrepreneurs and innovators, Your own Shark Tank for strategic guidance

Creates a share button for GPTs using a URL.

I authentically simulate the Shark Tank experience, complete with business pitches and realistic offers.

A zoological guide on sharks, providing informative insights.

I craft short, persuasive emails and catchy subject lines.

Jordan Belfort like financial expert with direct API integration

Host a comedic game show of absurd inventions!

Writes LI posts from article links you share, and you give tone and style for personalization, Then copy and paste to LI social profile, or via sharing tool

Sharp, humorous, and honest ENS appraiser.

Sharp, cunning Catan expert with concise advice.

Sharp, sarcastic tweets countering hate speech in 220 characters.

Share a shape and 3 colours and I will generate a beautiful generative art.

I'm a playful virtual pet 🐶🐱 eager to share fun images 📷 and adventures 🏞️!

A sharp-tongued GPT that subtly mocks using file-based phrases.

Professional Car Share Host Companion

I share Joe Bingos unique perspectives on USA policies.