Best AI tools for< Extend To Other Llm Frameworks >

123RF is a stock photo website that offers a variety of AI tools for photo editing. These tools include AI Image Generator, AI Image Upscaler, AI Generative Fill, AI Background Remix, AI Image Extender, and AI Writer. 123RF also offers a variety of other features, such as a photo editor, a video editor, and a music editor. 123RF's AI tools are designed to make photo editing easier and faster. With AI Image Generator, users can create unique visuals from scratch. AI Image Upscaler can be used to improve the quality of low-resolution images. AI Generative Fill can be used to remove or replace objects in images. AI Background Remix can be used to create professional backgrounds for products. AI Image Extender can be used to extend images to different ratios. AI Writer can be used to generate text for websites, social media, and other marketing materials. 123RF's AI tools are available to both free and paid users. Free users have access to a limited number of AI tools, while paid users have access to all of the AI tools. 123RF's AI tools are a valuable resource for anyone who needs to edit photos. These tools are easy to use and can save users a lot of time and effort.

Staccato is an AI-powered music creation and songwriting tool that helps musicians, songwriters, and producers overcome writer's block, generate unique melodies and lyrics, and learn music theory. With its intuitive interface and powerful AI algorithms, Staccato provides a range of features to enhance the creative process, including AI Instrument™ for generating MIDI music, AI Lyrics for creating song lyrics, and educational tools for understanding music theory and songwriting techniques.

MarsX is a revolutionary dev tool that seamlessly integrates AI, NoCode, Code, and MicroApps, empowering developers to create innovative software solutions with unprecedented speed and efficiency. At its core, MarsX offers a comprehensive suite of features that cater to the diverse needs of developers, from AI-powered landing page builders to a vast Micro AppStore brimming with ready-to-use Micro-Apps. These Micro-Apps, meticulously crafted by developers worldwide, provide instant access to a plethora of functionalities, enabling developers to rapidly assemble complex applications without the need for extensive coding. MarsX's commitment to innovation extends beyond its core offerings, as evidenced by its continuous development of cutting-edge tools such as AI website builders and AI-powered UI generators. These tools leverage the transformative power of AI to streamline the development process, allowing developers to focus on their creativity and strategic decision-making. By harnessing the collective knowledge and expertise of a global developer community, MarsX fosters a collaborative environment where developers can share their creations, learn from each other, and contribute to the ever-expanding ecosystem of Micro-Apps. MarsX's mission is to democratize software development, making it accessible to individuals and teams of all skill levels. With its intuitive interface, comprehensive documentation, and a supportive community, MarsX empowers developers to bring their ideas to life, transforming complex software development into an accessible and enjoyable experience.

Sharly AI is a revolutionary tool that utilizes advanced AI technology to transform complex documents and PDFs into easily digestible summaries and facilitate interactive chat-based interactions. It empowers users to engage in natural language conversations with their documents, ask questions, and retrieve specific information effortlessly. Sharly AI's capabilities extend to various domains, including research, legal analysis, project management, and content summarization, offering tailored solutions for professionals in each field. By leveraging the power of AI, Sharly AI streamlines workflows, enhances productivity, and unlocks deeper insights from vast amounts of information.

ExtendImageAI is an AI-powered tool that allows you to extend your images using generative AI models like Dalle, Stable Diffusion, and Midjourney. With ExtendImageAI, you can create variations of your images while preserving the depth and context. This tool is perfect for designers, artists, and anyone who wants to explore the possibilities of generative AI.

AI Image Extender is an AI tool designed to help users expand and enhance their images using artificial intelligence technology. Users can easily click and drag to extend their images beyond the edges, enlarge the background, adjust the aspect ratio, and more. The tool offers a user-friendly interface for enhancing photos to perfection, making it ideal for individuals looking to improve the quality of their images effortlessly.

Picture it is an AI art editor that gives you tools to create and iterate on AI Art. It's the best studio to let your creativity flow. With Picture it, you can choose from many Stable Diffusion flavors to generate images, inpaint missing or damaged areas of an image, outpaint to extend the boundaries of an image, and more. Picture it is also open-source, so anyone can contribute to make the editor more powerful and accessible to everyone over time.

ModelOp is the leading AI Governance software for enterprises, providing a single source of truth for all AI systems, automated process workflows, real-time insights, and integrations to extend the value of existing technology investments. It helps organizations safeguard AI initiatives without stifling innovation, ensuring compliance, accelerating innovation, and improving key performance indicators. ModelOp supports generative AI, Large Language Models (LLMs), in-house, third-party vendor, and embedded systems. The software enables visibility, accountability, risk tiering, systemic tracking, enforceable controls, workflow automation, reporting, and rapid establishment of AI governance.

SPUN is a platform that helps foreigners relocate to or extend their stay in Indonesia. It provides a range of services, including visa and permit assistance, travel insurance, and accommodation options. SPUN is powered by a network of virtual assistants and AI, which helps to guide users through the relocation process and answer their questions.

AI Outpainting Image is a free online tool that utilizes advanced generative AI technology to expand and enhance images uploaded by users. It allows users to seamlessly extend the content of their photos in four directions while maintaining the original style and quality. The tool analyzes the context of the image to ensure realistic outcomes and offers the option to increase pixel dimensions. Users can explore stunning examples in the AI Outpainting Gallery and enjoy a free trial to experience the power of AI in transforming and enhancing creative projects.

QuickData Cloud is an innovative platform designed to simplify collaboration on online notes and text data storage. It empowers users to store, manage, and retrieve text data effortlessly through a single API endpoint, providing real-time access to information. QuickData Cloud is the simplest and fastest method to collaborate and maintain continuity in data handling, ensuring data is accessible, secure, and easy to manage. With a focus on no-code developers, it offers storage of text, comments, JSON, and databases, along with upcoming AI features for data analysis.

Artificial Studio is an AI-powered platform that allows users to create, extend, and improve multimedia content. With over 20 AI tools, users can create images, videos, audio, and text, as well as generate music, subtitles, and drum beats. Artificial Studio is designed to make content creation faster and easier, and it can be used by anyone, regardless of their skill level.

Sora AI Tech is an advanced diffusion model capable of generating videos. It starts with a video that looks like static noise and gradually transforms it by removing the noise over many steps to produce a clear video. Sora can generate entire videos at once or extend the length of videos, catering to a wide range of video production needs.

Rerun is an SDK, time-series database, and visualizer for temporal and multimodal data. It is used in fields like robotics, spatial computing, 2D/3D simulation, and finance to verify, debug, and explain data. Rerun allows users to log data like tensors, point clouds, and text to create streams, visualize and interact with live and recorded streams, build layouts, customize visualizations, and extend data and UI functionalities. The application provides a composable data model, dynamic schemas, and custom views for enhanced data visualization and analysis.

OpenAI Sora is a text-to-video model that can generate realistic and imaginative video scenes from text instructions. It's designed to simulate the physical world in motion, generating videos up to a minute long while maintaining visual quality and adhering to the user's prompt.

BabySleepBot™ is an AI-powered online DIY program designed to help parents teach their babies to sleep through the night and take longer day naps. The program offers personalized training tailored to different parenting styles and babies' individual needs. It includes audio clips, personalized training, companion guide, education on decoding baby's tired cues, custom routines, and access to results within three weeks. The program is led by Jennifer, Australia's leading baby sleep consultant with 22+ years of experience and a proven track record of helping thousands of families achieve successful sleep outcomes.

PicSo is an AI art generator that allows you to create artworks from text prompts. With PicSo, you can create images in any art style, from realistic to abstract. You can also edit existing images, extend images, and create AI portraits. PicSo is available as a web app and a mobile app.

Slick is an AI-powered video editing tool that helps you create and edit viral short videos. With Slick, you can add trendy captions, cut silences and umms, snap b-rolls, add sound effects, use magic zooms, and more. Slick supports all aspect ratios and up to 4k resolution. You can also add custom background music and sound effects, and remove filler words in one click. Slick is available in over 30 languages, including English, French, Spanish, German, Hindi, and more. New caption styles are added every week, and all captions are 100% customizable. With Slick, you can trim and extend clips, and adjust clip duration. All of these features are available without lifting a finger, thanks to Slick's AI technology.

Cloobot X is a Gen-AI-powered implementation studio that accelerates the deployment of enterprise applications with fewer resources. It leverages natural language processing to model workflow automation, deliver sandbox previews, configure workflows, extend functionalities, and manage versioning & changes. The platform aims to streamline enterprise application deployments, making them simple, swift, and efficient for all stakeholders.

Amplication is an AI-powered platform for .NET and Node.js app development, offering the world's fastest way to build backend services. It empowers developers by providing customizable, production-ready backend services without vendor lock-ins. Users can define data models, extend and customize with plugins, generate boilerplate code, and modify the generated code freely. The platform supports role-based access control, microservices architecture, continuous Git sync, and automated deployment. Amplication is SOC-2 certified, ensuring data security and compliance.

veRL is a flexible and efficient reinforcement learning training framework designed for large language models (LLMs). It allows easy extension of diverse RL algorithms, seamless integration with existing LLM infrastructures, and flexible device mapping. The framework achieves state-of-the-art throughput and efficient actor model resharding with 3D-HybridEngine. It supports popular HuggingFace models and is suitable for users working with PyTorch FSDP, Megatron-LM, and vLLM backends.

Data Prep Kit is a community project aimed at democratizing and speeding up unstructured data preparation for LLM app developers. It provides high-level APIs and modules for transforming data (code, language, speech, visual) to optimize LLM performance across different use cases. The toolkit supports Python, Ray, Spark, and Kubeflow Pipelines runtimes, offering scalability from laptop to datacenter-scale processing. Developers can contribute new custom modules and leverage the data processing library for building data pipelines. Automation features include workflow automation with Kubeflow Pipelines for transform execution.

The 'llms' repository is a comprehensive guide on Large Language Models (LLMs), covering topics such as language modeling, applications of LLMs, statistical language modeling, neural language models, conditional language models, evaluation methods, transformer-based language models, practical LLMs like GPT and BERT, prompt engineering, fine-tuning LLMs, retrieval augmented generation, AI agents, and LLMs for computer vision. The repository provides detailed explanations, examples, and tools for working with LLMs.

Awesome-LLM is a curated list of resources related to large language models, focusing on papers, projects, frameworks, tools, tutorials, courses, opinions, and other useful resources in the field. It covers trending LLM projects, milestone papers, other papers, open LLM projects, LLM training frameworks, LLM evaluation frameworks, tools for deploying LLM, prompting libraries & tools, tutorials, courses, books, and opinions. The repository provides a comprehensive overview of the latest advancements and resources in the field of large language models.

ReaLHF is a distributed system designed for efficient RLHF training with Large Language Models (LLMs). It introduces a novel approach called parameter reallocation to dynamically redistribute LLM parameters across the cluster, optimizing allocations and parallelism for each computation workload. ReaL minimizes redundant communication while maximizing GPU utilization, achieving significantly higher Proximal Policy Optimization (PPO) training throughput compared to other systems. It supports large-scale training with various parallelism strategies and enables memory-efficient training with parameter and optimizer offloading. The system seamlessly integrates with HuggingFace checkpoints and inference frameworks, allowing for easy launching of local or distributed experiments. ReaLHF offers flexibility through versatile configuration customization and supports various RLHF algorithms, including DPO, PPO, RAFT, and more, while allowing the addition of custom algorithms for high efficiency.

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.

xFinder is a model specifically designed for key answer extraction from large language models (LLMs). It addresses the challenges of unreliable evaluation methods by optimizing the key answer extraction module. The model achieves high accuracy and robustness compared to existing frameworks, enhancing the reliability of LLM evaluation. It includes a specialized dataset, the Key Answer Finder (KAF) dataset, for effective training and evaluation. xFinder is suitable for researchers and developers working with LLMs to improve answer extraction accuracy.

AIlice is a fully autonomous, general-purpose AI agent that aims to create a standalone artificial intelligence assistant, similar to JARVIS, based on the open-source LLM. AIlice achieves this goal by building a "text computer" that uses a Large Language Model (LLM) as its core processor. Currently, AIlice demonstrates proficiency in a range of tasks, including thematic research, coding, system management, literature reviews, and complex hybrid tasks that go beyond these basic capabilities. AIlice has reached near-perfect performance in everyday tasks using GPT-4 and is making strides towards practical application with the latest open-source models. We will ultimately achieve self-evolution of AI agents. That is, AI agents will autonomously build their own feature expansions and new types of agents, unleashing LLM's knowledge and reasoning capabilities into the real world seamlessly.

This repository provides a systematic and comprehensive review of efficient LLMs research. We organize the literature in a taxonomy consisting of three main categories, covering distinct yet interconnected efficient LLMs topics from **model-centric** , **data-centric** , and **framework-centric** perspective, respectively. We hope our survey and this GitHub repository can serve as valuable resources to help researchers and practitioners gain a systematic understanding of the research developments in efficient LLMs and inspire them to contribute to this important and exciting field.

TaskWeaver is a code-first agent framework designed for planning and executing data analytics tasks. It interprets user requests through code snippets, coordinates various plugins to execute tasks in a stateful manner, and preserves both chat history and code execution history. It supports rich data structures, customized algorithms, domain-specific knowledge incorporation, stateful execution, code verification, easy debugging, security considerations, and easy extension. TaskWeaver is easy to use with CLI and WebUI support, and it can be integrated as a library. It offers detailed documentation, demo examples, and citation guidelines.

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

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. |  |

This repository is a curated collection of resources for fine-tuning Large Language Models (LLMs) like GPT, BERT, RoBERTa, and their variants. It includes tutorials, papers, tools, frameworks, and best practices to aid researchers, data scientists, and machine learning practitioners in adapting pre-trained models to specific tasks and domains. The resources cover a wide range of topics related to fine-tuning LLMs, providing valuable insights and guidelines to streamline the process and enhance model performance.

Casual tone, precise sci-fi story extensions, sends to Notion.

I am a GPT specialized in providing bespoke recommendations for colognes and perfumes. My expertise extends to crafting unique fragrance creations, tailored to align with your individual preferences.

Scraping ChatGPT helps you with web scraping and proxy management. It provides advanced tips and strategies for efficiently handling CAPTCHAs, and managing IP rotations. Its expertise extends to ethical scraping practices, and optimizing proxy usage for seamless data retrieval

Extend the utility of readymade prompt libraries with your SMB's personalized prompt prefix.

I assist with Langflow CustomComponents.

Expert consultant for Google Apps Script coding.

A guide for Google Apps Script, based on official documentation.

A virtual smartphone repair manual offering detailed fixing instructions.