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The Run Recommender is a web-based tool that helps runners find the perfect pair of running shoes. It uses a smart algorithm to suggest options based on your input, giving you a starting point in your search for the perfect pair. The Run Recommender is designed to be user-friendly and easy to use. Simply input your shoe width, age, weight, and other details, and the Run Recommender will generate a list of potential shoes that might suit your running style and body. You can also provide information about your running experience, distance, and frequency, and the Run Recommender will use this information to further refine its suggestions. Once you have a list of potential shoes, you can click on each shoe to learn more about it, including its features, benefits, and price. You can also search for the shoe on Amazon to find the best deals.

MyMealPlan is an AI-powered meal planning app that helps users create personalized meal plans based on their dietary preferences, allergies, and restrictions. The app offers a variety of recipes from celebrity chefs and curates a list of the best recipes from the web. MyMealPlan also provides users with a grocery list to make shopping for meals easier.

GPTfy is a website that helps users find the best GPTs (Generative Pre-trained Transformers) for their needs. GPTs are AI-powered language models that can be used for a variety of tasks, such as writing, translating, and coding. GPTfy provides a directory of GPTs, as well as reviews and comparisons to help users choose the right GPT for their project.

The AI Reports is an AI aggregator website that ranks AI tools based on user reviews. It provides a comprehensive list of AI tools across various categories such as AI Detection, Art, Voice, Chatbot, Productivity, Developer tools, Video, Images, Copywriting, Avatars, Business, Crypto trading, Data Analysis, E-mail, Finance, Gaming, Legal, Marketing, Music, Podcasting, Presentations, Prompts, Research, SEO, Stock trading, Translation, Websites, Recruitment software, Sales, Social Media, and Students. Users can explore and find the best AI tools while avoiding the worst ones, all based on real user feedback and ratings.

FindAMeal is an AI-powered search engine that helps users discover nearby restaurants based on their personal preferences. By combining data from various food review providers and utilizing AI technology, FindAMeal simplifies the process of finding the perfect dining spot. Users can make any type of query, from finding a date spot to selecting a fancy restaurant for special occasions. The platform aggregates information from sources like Google, Yelp, and Foursquare to offer tailored recommendations, making it easy for users to explore new dining experiences.

Aicado.ai is an AI tool that provides comprehensive comparisons and insights into various AI models such as GPT-4, Llama, Gemini, and more. Users can access detailed reviews and features to find the best AI model for their specific needs. The platform offers a premium dashboard for in-depth analysis and comparison of different AI models.

Yodayo is an AI-enabled creative platform for anime fandom. It is a place where anime fans can share and create more of what they love. The platform includes an AI Art Tavern, where users can create and share AI-generated anime art. Yodayo also hosts contests and provides guides for creating anime art.

Brain Assistant is an AI-driven personal assistant that provides real-time, AI-powered internet searches and the ability to create a knowledge base from your own documents and web pages. It offers optimized search results, personalized 'brain' creation, multilingual support, and prioritizes user privacy by avoiding ads and data collection. Users can ask a wide range of questions and receive tailored results based on their specific needs.

FusionClips AI is an AI-powered tool that helps streamers find the best clips from their streams, convert them into short-form content, and add AI-generated captions and emojis. With FusionClips AI, streamers can easily create engaging clips that are perfect for sharing on social media.

ScanMyGolfBall is an AI-powered application designed to revolutionize the golfing experience. By scanning any golf ball, users can uncover detailed insights and receive personalized recommendations to enhance their gameplay. The app features advanced AI algorithms for ball analysis, personalized ball fitting, detailed ball insights, hassle-free user experience, and privacy and security measures. With ScanMyGolfBall, golfers can say goodbye to guesswork and tedious searches, and elevate their game to new heights with the perfect ball selection.

Framedrop is an AI tool that automatically finds the best moments in talking content and supported gaming titles and turns them into short-form videos. It speeds up the process of creating TikToks, YouTube Shorts, and Instagram Reels, allowing creators to focus on content creation. With features like Highlight Detector, Smart Edits, Clip Dashboard, and more, Framedrop helps users repurpose content, reach new audiences, and grow their channels. Creators can easily share their highlights on social media platforms. The application supports various languages and dialects for AI-generated subtitles.

HelpMoji Research is an AI-powered product research assistant that helps users conduct internet research without being tracked by digital advertising giants. It allows users to search for product specifications, compare products, and focus on research without being influenced by targeted ads. The tool works on all devices and browsers, providing a seamless research experience.

OpenRouter is an AI tool that provides a unified interface for Large Language Models (LLMs). Users can find the best models and prices for various prompts related to roleplay, programming, marketing, technology, science, translation, legal, finance, health, trivia, and academia. The platform offers transformer-based models with multilingual capabilities, coding, mathematics, and reasoning. It features SwiGLU activation, attention QKV bias, and group query attention. OpenRouter allows users to interact with trending models, simulate the web, chat with multiple LLMs simultaneously, and engage in AI character chat and roleplay.

Pillser is an AI-powered supplement research and comparison website that helps users make informed decisions about their health. It offers a wide range of information on various supplements, brands, probiotics, vitamins, and minerals. Users can ask AI questions related to vitamin D, beta carotene, cholesterol levels, and more. Pillser also provides an archive of past questions and ensures the best price guarantee. The website includes a medical disclaimer, affiliate disclosure, terms of service, privacy policy, and accessibility features.

ODDY is a research copilot for UX design that conducts desk research and design reviews in seconds. It provides actionable insights, best practices, and direct references to help UX designers transform their challenges into better designs.

Find New AI is a comprehensive platform offering a variety of AI tools and efficiency solutions for different purposes such as SEO, content creation, marketing, link building, image manipulation, and more. The website provides reviews, tutorials, and guides on utilizing AI software effectively to enhance productivity and creativity in various domains.

Nerdynav is a website that provides reviews of AI tools and software for businesses. The website is run by Nav, a software developer and online entrepreneur who has tested over 100 tools to help businesses find the best solutions for their needs. Nerdynav's reviews are data-backed and provide insights into the features, advantages, and disadvantages of each tool. The website also includes articles on how to use AI to improve business processes and increase productivity.

This website provides a collection of prompts for the Stable Diffusion AI image generation model. Users can search for prompts by model, text, and tags. The website also includes articles and news about Stable Diffusion and other AI-related topics.

Futurepedia is a leading AI resource platform dedicated to empowering professionals across various industries to leverage AI technologies for innovation and growth. Our platform offers comprehensive directories, easy-to-follow guides, a weekly newsletter, and an informative YouTube channel, simplifying AI integration into professional practices. Committed to making AI understandable and practical, we provide resources tailored to diverse professional needs, fostering a community where more than 200,000 professionals share knowledge and experiences.

GrabJobs is an AI-powered job search platform that helps job seekers find the best jobs and grow their careers. With millions of job opportunities from industry-leading companies, GrabJobs makes it easy to find the perfect job for your skills and experience. Our AI-driven job recommendations and chat-based job applications make the job search process faster and more efficient. Plus, our time-saving automated applications ensure that you can apply to more jobs in less time.

SpinQuant is a tool designed for LLM quantization with learned rotations. It focuses on optimizing rotation matrices to enhance the performance of quantized models, narrowing the accuracy gap to full precision models. The tool implements rotation optimization and PTQ evaluation with optimized rotation, providing arguments for model name, batch sizes, quantization bits, and rotation options. SpinQuant is based on the findings that rotation helps in removing outliers and improving quantization, with specific enhancements achieved through learning rotation with Cayley optimization.

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.

The 'llms-tools' repository is a comprehensive collection of AI tools, open-source projects, and research related to Large Language Models (LLMs) and Chatbots. It covers a wide range of topics such as AI in various domains, open-source models, chats & assistants, visual language models, evaluation tools, libraries, devices, income models, text-to-image, computer vision, audio & speech, code & math, games, robotics, typography, bio & med, military, climate, finance, and presentation. The repository provides valuable resources for researchers, developers, and enthusiasts interested in exploring the capabilities of LLMs and related technologies.

Easy, fast, and cheap pretrain, finetune, serving for everyone

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

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.

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).

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.

AutoRound is an advanced weight-only quantization algorithm for low-bits LLM inference. It competes impressively against recent methods without introducing any additional inference overhead. The method adopts sign gradient descent to fine-tune rounding values and minmax values of weights in just 200 steps, often significantly outperforming SignRound with the cost of more tuning time for quantization. AutoRound is tailored for a wide range of models and consistently delivers noticeable improvements.

AWQ (Activation-aware Weight Quantization) is a tool designed for efficient and accurate low-bit weight quantization (INT3/4) for Large Language Models (LLMs). It supports instruction-tuned models and multi-modal LMs, providing features such as AWQ search for accurate quantization, pre-computed AWQ model zoo for various LLMs, memory-efficient 4-bit linear in PyTorch, and efficient CUDA kernel implementation for fast inference. The tool enables users to run large models on resource-constrained edge platforms, delivering more efficient responses with LLM/VLM chatbots through 4-bit inference.

The LLM course is divided into three parts: 1. 🧩 **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. 🧑‍🔬 **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. 👷 **The LLM Engineer** focuses on creating LLM-based applications and deploying them. For an interactive version of this course, I created two **LLM assistants** that will answer questions and test your knowledge in a personalized way: * 🤗 **HuggingChat Assistant**: Free version using Mixtral-8x7B. * 🤖 **ChatGPT Assistant**: Requires a premium account. ## 📝 Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | 🧐 LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | 🥱 LazyMergekit | Easily merge models using MergeKit in one click. |  | | 🦎 LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | ⚡ AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | 🌳 Model Family Tree | Visualize the family tree of merged models. |  | | 🚀 ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

1.5-Pints is a repository that provides a recipe to pre-train models in 9 days, aiming to create AI assistants comparable to Apple OpenELM and Microsoft Phi. It includes model architecture, training scripts, and utilities for 1.5-Pints and 0.12-Pint developed by Pints.AI. The initiative encourages replication, experimentation, and open-source development of Pint by sharing the model's codebase and architecture. The repository offers installation instructions, dataset preparation scripts, model training guidelines, and tools for model evaluation and usage. Users can also find information on finetuning models, converting lit models to HuggingFace models, and running Direct Preference Optimization (DPO) post-finetuning. Additionally, the repository includes tests to ensure code modifications do not disrupt the existing functionality.

QServe is a serving system designed for efficient and accurate Large Language Models (LLM) on GPUs with W4A8KV4 quantization. It achieves higher throughput compared to leading industry solutions, allowing users to achieve A100-level throughput on cheaper L40S GPUs. The system introduces the QoQ quantization algorithm with 4-bit weight, 8-bit activation, and 4-bit KV cache, addressing runtime overhead challenges. QServe improves serving throughput for various LLM models by implementing compute-aware weight reordering, register-level parallelism, and fused attention memory-bound techniques.

Assists in identifying the best obesity drugs for you, based on your health profile.

find best flights fromHouston to Bakersfield, CA

A customized GPT model for price comparison would search and compare product prices on websites in Kuwait, tailored to local markets and languages.

Assists in finding best deals through price comparisons and coupon hunting.

Guides users in buying smartphones at the best prices, adapting to user needs.

Node.js is an assistant tool for Node developers, leveraging AI to provide NodeJS code suggestions, debugging help, and best practices for Node.js development. It streamlines the development process by offering real-time assistance and insights.

Assists with Ruby programming by providing code examples, debugging tips, and best practices.

This is a guide on how to do a 401k to gold IRA rollover, and select the best company to work with.

Fetches IMDb ratings for movies on request.

Expert in Scrabble, Bananagrams, Boggle, and Words With Friends strategies

Assists anglers in catching bigger fish with expert bait advice.

AI-powered pal for smart product comparisons, savvy shopping tips, and instant image-to-product matching

Advanced NFL and parlay predictor with comprehensive analysis

AI assistant for evaluating appliances with comprehensive analysis.

An FPL assistant with a broadcaster's flair, using the very latest player stats and information to guide your FPL career.

A practical guide for comparing TV models and specs.

Your go-to source for golf tips, course insights, and swing mastery.

A Bagua master who can provide you with Bagua numerology analysis and lucky advice

I help you write well crafted cold emails to get the sexiest jobs.

Your Friendly Public Linux Expert