Best AI tools for< Extend Dataset >

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.

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.

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.

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.

Soundverse AI is an AI music generator and music assistant that allows users to create music instantly from text prompts, interact with a voice assistant for music-related help, chat with the assistant for music recommendations, extend existing tracks with new sections, isolate individual audio tracks from a mix, auto-complete songs using initial ideas, craft lyrics with AI assistance, and more. The platform offers a range of AI tools to help users iterate and personalize their music creation process, making it easy to transform ideas into music in seconds.

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.

Writekit is an AI assistant designed to help users create high-quality content efficiently. It learns from user data to provide tailored suggestions, streamlining the content creation process. With features like adaptive learning, brand authenticity, and real-time collaboration, Writekit aims to enhance productivity and creativity for writers and content creators.

AI Video API is an all-in-one API hub for AI-generated video, offering a cost-effective, user-friendly, and robust solution for creating videos in various styles. The platform allows users to transform their ideas into stunning videos with just a few words, enabling text-to-video generation, image to animated video conversion, extended video length, dual output formats, and real-time alerts. With seamless integration into popular frameworks and support for multiple programming languages, AI Video API empowers users to innovate effortlessly, stay ahead of the curve, and scale their projects limitlessly.

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.

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.

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.

Aimerce is an AI tool designed to help Shopify brands unlock additional revenue in the cookieless world. It provides a solution to capture, use, and monetize high-quality first-party data, enabling marketers to overcome challenges posed by evolving data privacy regulations and limitations in tracking technologies. Aimerce offers immediate results, zero maintenance, and GDPR compliance, making it the easiest way to enhance marketing performance and revenue.

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.

QuillWord is an AI-powered text editor designed to enhance academic and research writing. It offers a range of AI-powered tools, including an email writer, text summarizer, outline generator, essay rewriter, essay extender, essay shortener, essay introduction generator, essay conclusion generator, essay topic generator, research title generator, abstract generator, essay checker, and AI-powered autocompletion. QuillWord also provides citation support in various styles, a reference library, and an AI assistant called Copilot. It is suitable for students, teachers, researchers, and writers who want to improve their writing efficiency and quality.

IntelliPlugin is an AI-powered WordPress plugin development tool that allows users to generate custom-made WordPress plugins without the need to write any code. By leveraging artificial intelligence, IntelliPlugin creates precise plugins tailored to the user's requirements. Users can easily edit and customize the functionality of the generated plugins. The tool seamlessly integrates with WordPress, BuddyPress, WooCommerce, and other plugins to extend website functionality. IntelliPlugin provides full control to review the generated plugin before activation, ensuring a seamless user experience.

Astra is a universal API for LLM function calling that supercharges LLMs with integrations using a single line of code. It allows users to conveniently leverage function calling in LLMs with over 2,200 integrations, manage authentication profiles, import tools easily, and enable function calling with any LLM. Astra replaces JSON with a type-safe UI, making integration management simpler. The application extends the capabilities of LLMs without altering their core structure, offering a seamless layer of integrations and function execution.

Heal.dev is an AI-powered platform that offers an easy way to write stable end-to-end tests by automating regression testing, end-to-end tests, and production smoke tests in minutes. It provides tools for defining stable tests in plain English, automating complex checks with AI-powered assertions, composing tests with blocks, extending functionality with JavaScript code, and detecting bugs smartly. Heal.dev aims to speed up development cycles, eliminate flaky tests, and allow teams to focus on shipping great software.

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.

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.

Expandir Imagen con IA is an online platform that leverages advanced artificial intelligence technology to expand and extend images in any direction while maintaining perfect visual quality. The tool revolutionizes image composition with cutting-edge algorithms that ensure natural and visually consistent expansions. Users can effortlessly create perfectly composed images without the need for complex editing skills. With a user-friendly interface and a free trial, Expandir Imagen con IA offers a glimpse into the future of image manipulation.

MIMIR is a Python package designed for measuring memorization in Large Language Models (LLMs). It provides functionalities for conducting experiments related to membership inference attacks on LLMs. The package includes implementations of various attacks such as Likelihood, Reference-based, Zlib Entropy, Neighborhood, Min-K% Prob, Min-K%++, Gradient Norm, and allows users to extend it by adding their own datasets and attacks.

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.

Agentic Security is an open-source vulnerability scanner designed for safety scanning, offering customizable rule sets and agent-based attacks. It provides comprehensive fuzzing for any LLMs, LLM API integration, and stress testing with a wide range of fuzzing and attack techniques. The tool is not a foolproof solution but aims to enhance security measures against potential threats. It offers installation via pip and supports quick start commands for easy setup. Users can utilize the tool for LLM integration, adding custom datasets, running CI checks, extending dataset collections, and dynamic datasets with mutations. The tool also includes a probe endpoint for integration testing. The roadmap includes expanding dataset variety, introducing new attack vectors, developing an attacker LLM, and integrating OWASP Top 10 classification.

AI Audio Datasets List (AI-ADL) is a comprehensive collection of datasets consisting of speech, music, and sound effects, used for Generative AI, AIGC, AI model training, and audio applications. It includes datasets for speech recognition, speech synthesis, music information retrieval, music generation, audio processing, sound synthesis, and more. The repository provides a curated list of diverse datasets suitable for various AI audio tasks.

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.

PDEBench provides a diverse and comprehensive set of benchmarks for scientific machine learning, including challenging and realistic physical problems. The repository consists of code for generating datasets, uploading and downloading datasets, training and evaluating machine learning models as baselines. It features a wide range of PDEs, realistic and difficult problems, ready-to-use datasets with various conditions and parameters. PDEBench aims for extensibility and invites participation from the SciML community to improve and extend the benchmark.

LLaMa2lang is a repository containing convenience scripts to finetune LLaMa3-8B (or any other foundation model) for chat towards any language that isn't English. The repository aims to improve the performance of LLaMa3 for non-English languages by combining fine-tuning with RAG. Users can translate datasets, extract threads, turn threads into prompts, and finetune models using QLoRA and PEFT. Additionally, the repository supports translation models like OPUS, M2M, MADLAD, and base datasets like OASST1 and OASST2. The process involves loading datasets, translating them, combining checkpoints, and running inference using the newly trained model. The repository also provides benchmarking scripts to choose the right translation model for a target language.

NeMo Curator is a GPU-accelerated open-source framework designed for efficient large language model data curation. It provides scalable dataset preparation for tasks like foundation model pretraining, domain-adaptive pretraining, supervised fine-tuning, and parameter-efficient fine-tuning. The library leverages GPUs with Dask and RAPIDS to accelerate data curation, offering customizable and modular interfaces for pipeline expansion and model convergence. Key features include data download, text extraction, quality filtering, deduplication, downstream-task decontamination, distributed data classification, and PII redaction. NeMo Curator is suitable for curating high-quality datasets for large language model training.

LongRoPE is a method to extend the context window of large language models (LLMs) beyond 2 million tokens. It identifies and exploits non-uniformities in positional embeddings to enable 8x context extension without fine-tuning. The method utilizes a progressive extension strategy with 256k fine-tuning to reach a 2048k context. It adjusts embeddings for shorter contexts to maintain performance within the original window size. LongRoPE has been shown to be effective in maintaining performance across various tasks from 4k to 2048k context lengths.

FiftyOne is an open-source tool designed for building high-quality datasets and computer vision models. It supercharges machine learning workflows by enabling users to visualize datasets, interpret models faster, and improve efficiency. With FiftyOne, users can explore scenarios, identify failure modes, visualize complex labels, evaluate models, find annotation mistakes, and much more. The tool aims to streamline the process of improving machine learning models by providing a comprehensive set of features for data analysis and model interpretation.

Do-Not-Answer is an open-source dataset curated to evaluate Large Language Models' safety mechanisms at a low cost. It consists of prompts to which responsible language models do not answer. The dataset includes human annotations and model-based evaluation using a fine-tuned BERT-like evaluator. The dataset covers 61 specific harms and collects 939 instructions across five risk areas and 12 harm types. Response assessment is done for six models, categorizing responses into harmfulness and action categories. Both human and automatic evaluations show the safety of models across different risk areas. The dataset also includes a Chinese version with 1,014 questions for evaluating Chinese LLMs' risk perception and sensitivity to specific words and phrases.

LLM-Merging is a repository containing starter code for the LLM-Merging competition. It provides a platform for efficiently building LLMs through merging methods. Users can develop new merging methods by creating new files in the specified directory and extending existing classes. The repository includes instructions for setting up the environment, developing new merging methods, testing the methods on specific datasets, and submitting solutions for evaluation. It aims to facilitate the development and evaluation of merging methods for LLMs.

RAGLAB is a modular, research-oriented open-source framework for Retrieval-Augmented Generation (RAG) algorithms. It offers reproductions of 6 existing RAG algorithms and a comprehensive evaluation system with 10 benchmark datasets, enabling fair comparisons between RAG algorithms and easy expansion for efficient development of new algorithms, datasets, and evaluation metrics. The framework supports the entire RAG pipeline, provides advanced algorithm implementations, fair comparison platform, efficient retriever client, versatile generator support, and flexible instruction lab. It also includes features like Interact Mode for quick understanding of algorithms and Evaluation Mode for reproducing paper results and scientific research.

RAPTOR introduces a novel approach to retrieval-augmented language models by constructing a recursive tree structure from documents. This allows for more efficient and context-aware information retrieval across large texts, addressing common limitations in traditional language models. Users can add documents to the tree, answer questions based on indexed documents, save and load the tree, and extend RAPTOR with custom summarization, question-answering, and embedding models. The tool is designed to be flexible and customizable for various NLP tasks.

EasyEdit is a Python package for edit Large Language Models (LLM) like `GPT-J`, `Llama`, `GPT-NEO`, `GPT2`, `T5`(support models from **1B** to **65B**), the objective of which is to alter the behavior of LLMs efficiently within a specific domain without negatively impacting performance across other inputs. It is designed to be easy to use and easy to extend.

Paper-Reading-ConvAI is a repository that contains a list of papers, datasets, and resources related to Conversational AI, mainly encompassing dialogue systems and natural language generation. This repository is constantly updating.

Transformer Lab is an app that allows users to experiment with Large Language Models by providing features such as one-click download of popular models, finetuning across different hardware, RLHF and Preference Optimization, working with LLMs across different operating systems, chatting with models, using different inference engines, evaluating models, building datasets for training, calculating embeddings, providing a full REST API, running in the cloud, converting models across platforms, supporting plugins, embedded Monaco code editor, prompt editing, inference logs, all through a simple cross-platform GUI.

OpenMusic is a repository providing an implementation of QA-MDT, a Quality-Aware Masked Diffusion Transformer for music generation. The code integrates state-of-the-art models and offers training strategies for music generation. The repository includes implementations of AudioLDM, PixArt-alpha, MDT, AudioMAE, and Open-Sora. Users can train or fine-tune the model using different strategies and datasets. The model is well-pretrained and can be used for music generation tasks. The repository also includes instructions for preparing datasets, training the model, and performing inference. Contact information is provided for any questions or suggestions regarding the project.

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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