Best AI tools for< Shard Transformer Blocks >

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.

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 allows users to transform their images into the iconic Pixar style. With this tool, users can easily create eye-catching Disney Pixar style images without the need for artistic or coding skills. The application offers a wide array of Disney and Pixar-inspired styles, customization options, and high-quality output suitable for printing or sharing on various platforms. It provides a user-friendly interface for a seamless experience, catering to both novices and experienced users alike. Users can explore stunning AI-generated images and 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 to help agencies and individuals transform their expertise into unique AI applications. Users can save up to 70% of their time by creating highly personalized AI workspaces to share knowledge and monetize it easily. The platform offers an easy-to-use interface, dedicated support, and automated distribution features to streamline the process of building and sharing AI tools. With Knowledgio, users can upload knowledge files, organize data into entities, collaborate in real-time, and create stunning landing pages with just one click.

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 enables users to generate faceless videos for TikTok and YouTube. It simplifies content creation by transforming ideas into engaging videos without showing the creator's face. With features like AI-powered audio, imagery, and subtitles, users can create videos effortlessly. The platform supports multiple languages and offers a variety of backgrounds, images, and video styles to choose from. Nullface AI aims to help content creators expand their reach and engage with their audience effectively.

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 streamlines content creation workflows, allowing users to create visual snippets for social media promotion effortlessly. The tool is trusted by marketers, creators, business owners, and agencies to repurpose their content for various platforms like YouTube, TikTok, Instagram, and LinkedIn.

8Arc is a Text to Movie AI Generator that allows users to create movies from text in just 3 steps. Users can input ideas for short movies or scripts, generate movies based on the text, and even upload images to be included in the movie. The AI tool can assist in creating various types of movies, including short videos, cinematic ads, movie trailers, documentaries, and more. It offers the convenience of generating word count and processing the content efficiently.

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.

BlogTweet is an AI tool created by @jake_prins that allows users to easily convert any blog post into a Twitter thread. By leveraging AI technology, users can streamline the process of sharing blog content on Twitter, enhancing engagement and reach. The tool offers features such as converting blog posts into threads, specifying the tone of the thread, including emojis and hashtags, and more. With BlogTweet, users can transform their blog posts into engaging Twitter threads effortlessly.

Text to Infographic is an AI Infographic Generator that transforms text into visually appealing infographics in approximately 2 minutes. It requires no design skills and is ideal for creating engaging content for blogs, social media, and other platforms. Users can easily convert text on various topics such as dog breeds, superfoods, traveling, and meditation into informative graphics. The service offers a user-friendly experience with affordable pricing and the option to customize and download the generated infographics.

Song.do is a free AI Song Generator tool that allows users to create beautiful and melodious songs from text in seconds. Users can input keywords, phrases, or sentences to customize lyrics and music styles, or simply enter simple words to generate a unique song effortlessly. The tool eliminates the need for expertise in music theory, melody creation, instrument playing, arrangement, recording, or lyric writing, making song creation accessible to everyone. With Song.do, users can make songs as gifts for various occasions or for personal enjoyment. The AI Song Generator supports a variety of music styles, including Blues, Classical, Rock, Pop, EDM, Funk, Instrumental, Metal, Jazz, and Rap.

ImgToVideoAI.Com is an AI-powered platform that allows users to effortlessly transform static images into dynamic videos. The tool offers a user-friendly interface and a range of customization options, making it ideal for marketing, social media, and personal projects. By leveraging AI technology, users can create professional-quality videos quickly and efficiently, without the need for extensive video editing skills or expensive software.

AI GIF is an AI-powered meme maker that allows users to turn their selfies into starring moments in their favorite GIFs, shows, and movies. With advanced AI face swapping technology, users can create personalized GIF memes quickly and easily. The platform offers a curated collection of trending GIFs, iconic movie scenes, and viral moments for users to choose from. AI GIF prioritizes privacy by processing photos instantly and never storing them, ensuring a secure and enjoyable user experience.

Pixar Persona is a website that allows users to transform themselves into Pixar characters. Users can upload a picture of themselves and the website will generate a Pixar-style character that looks like them. The website is easy to use and the results are impressive. Users can also share their Pixar characters with friends and family.

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.

The AI Toolkit by Ostris is a collection of tools for machine learning, specifically designed for image generation, LoRA (latent representations of attributes) extraction and manipulation, and model training. It provides a user-friendly interface and extensive documentation to make it accessible to both developers and non-developers. The toolkit is actively under development, with new features and improvements being added regularly. Some of the key features of the AI Toolkit include: - Batch Image Generation: Allows users to generate a batch of images based on prompts or text files, using a configuration file to specify the desired settings. - LoRA (lierla), LoCON (LyCORIS) Extractor: Facilitates the extraction of LoRA and LoCON representations from pre-trained models, enabling users to modify and manipulate these representations for various purposes. - LoRA Rescale: Provides a tool to rescale LoRA weights, allowing users to adjust the influence of specific attributes in the generated images. - LoRA Slider Trainer: Enables the training of LoRA sliders, which can be used to control and adjust specific attributes in the generated images, offering a powerful tool for fine-tuning and customization. - Extensions: Supports the creation and sharing of custom extensions, allowing users to extend the functionality of the toolkit with their own tools and scripts. - VAE (Variational Auto Encoder) Trainer: Facilitates the training of VAEs for image generation, providing users with a tool to explore and improve the quality of generated images. The AI Toolkit is a valuable resource for anyone interested in exploring and utilizing machine learning for image generation and manipulation. Its user-friendly interface, extensive documentation, and active development make it an accessible and powerful tool for both beginners and experienced users.

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.

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.

This project explores the capability of Large Language Models (LLMs) to perform regression tasks using in-context examples. It compares the performance of LLMs like GPT-4 and Claude 3 Opus with traditional supervised methods such as Linear Regression and Gradient Boosting. The project provides preprints and results demonstrating the strong performance of LLMs in regression tasks. It includes datasets, models used, and experiments on adaptation and contamination. The code and data for the experiments are available for interaction and analysis.

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.