Best AI tools for< Trainer >

UCollate is an online platform that offers personalized learning experiences by streamlining and personalizing online learning. Users can create tailored courses from existing content, interact with the material, take notes, ask questions, and progress at their own pace. The platform aims to make learning fast, engaging, and immersive.

Unbound is an AI-powered platform that revolutionizes content creation by offering tools for generating product photos, graphics, and writing content. It provides automation for online businesses, influencer outreach, ad campaigns, social media management, and more. Unbound offers personalized AI assistants for various professions, such as trainers, designers, marketers, and consultants. Users can create professional product photos, stunning graphics, and written content effortlessly. The platform integrates with various AI models and allows users to unleash their creativity with ease.

Quizgecko is an AI-powered platform for creating and sharing quizzes and tests. It offers features like automatic quiz and test creation using AI, flashcard generation, auto-grading with detailed stats, and spaced repetition for optimized learning. The platform also provides personalized feedback on essay and exam-style questions, making studying more efficient and effective. Quizgecko is trusted by students, educators, and businesses worldwide for its innovative approach to learning and assessment.

EducUp Studio is an online platform designed to help educators create engaging and interactive learning experiences for students. With a user-friendly interface and a wide range of tools and templates, EducUp Studio empowers teachers to design customized educational content that caters to the needs and interests of their students. Whether you're looking to create interactive presentations, quizzes, or virtual classrooms, EducUp Studio provides the resources and support you need to enhance the learning experience for your students.

video2quiz is an AI tool that allows users to create quizzes in seconds based on any video. The platform emphasizes the importance of human knowledge for skills and professionalism, with a focus on validating learnings through quizzes and tests. Founded in 2023, video2quiz offers consulting services, AI tools, and the K3 LMS to help individuals, teams, and enterprises thrive in the AI era.

Sociask is an AI-powered personalized learning app that offers free customized courses tailored to individual learning styles and preferences. By leveraging AI technology, Sociask aims to make education engaging, effective, and accessible to all learners. The app provides a unique learning experience by generating course content based on user interests, knowledge, and pace, ultimately helping users achieve their learning goals efficiently.

ChatTube AI is an AI-powered platform that allows users to chat with YouTube videos and PDF documents, engage with interactive content, and generate quizzes for a smarter learning experience. It offers features such as real-time Q&A with videos, interactive PDF engagement, effortless quiz creation, and supports various use cases like distance learning, corporate training, content creation, and research and development. The platform provides powerful features for efficient information retrieval, easy quiz creation, and integrated learning tools, making learning interactive and engaging.

CourseFactory AI is an online platform that leverages artificial intelligence to assist users in creating high-quality online courses efficiently. The platform offers a range of AI assistants to help with course creation, from generating ideas and organizing content to collecting feedback and continuously improving the course structure. CourseFactory AI aims to streamline the course creation process, save time, and enhance the learning experience for both creators and students.

DUNNO is an AI-powered quiz platform that uses GPT-based models to generate quizzes and intellectual games. With DUNNO, you can quickly create your own quizzes based on any text, topic, or personal notes. After creating a quiz, you can either play alone or invite friends. DUNNO is suitable for various scenarios, including learning, work, and entertainment. It offers features such as quiz creation, quiz results tracking, and multiple game modes to make learning more engaging and interactive.

Steppit is an online course creation and selling platform that utilizes artificial intelligence to enhance the learning experience. With Steppit, users can create interactive and engaging courses, personalize learning paths for students, and track student progress using AI-powered analytics. The platform also provides a marketplace where creators can sell their courses and reach a global audience.

Yippity is an AI-powered question generator that helps educators and trainers create engaging and interactive assessments. With Yippity, you can easily create multiple choice, true/false, fill-in-the-blank, and short answer questions. You can also add images, videos, and audio to your questions to make them more engaging. Yippity is a great tool for creating formative assessments, quizzes, and tests. It can also be used to create practice questions for students who are preparing for standardized tests.

Deepshot is a dialogue generation and replacement software that allows users to create professional-looking videos with ease. It is fully customizable, allowing users to create unique content that will leave an everlasting impression on viewers. Deepshot is also cost-effective and time-saving, making it a great option for businesses and individuals who want to create high-quality videos without breaking the bank. With Deepshot, you can:

Stormz is a brainstorming and decision-making platform that helps facilitators design workshops, conduct surveys, and use AI to enhance their brainstorming sessions. It is simple to use, even for first-time users, and allows for quick and easy access to features. Stormz is perfect for workshop lovers, facilitators, Scrum Masters, and Growth Hackers, and can be used for a variety of purposes, including brainstorming, decision-making, retrospective, and growth hacking.

Mini Course Generator is an AI-powered tool that allows users to create interactive mini-courses quickly and easily. With its user-friendly interface and powerful AI capabilities, users can generate comprehensive mini-courses complete with AI-generated images and quizzes. Mini Course Generator is perfect for training providers, educators, and anyone who wants to create engaging and informative online courses.

Yepic AI is a real-time AI avatar technology for corporate learning and customer experience professionals wanting to significantly improve learning outcomes and deliver excellent customer service. It offers a range of products including asynchronous studio express, asynchronous studio pro, real-time video agents, and real-time asynchronous API. Yepic AI's avatars are knowledgeable, lifelike, and multilingual, and can be used for a variety of purposes such as education and training, health and fitness, and customer support.

Elai.io is an advanced tool that utilizes the power of artificial intelligence to simplify and automate the video creation process. Our aim in Elai.io is to offer a user-friendly platform that welcomes individuals at any skill level in video production. Users can outline their video’s theme and narrative through an easy-to-navigate text interface, enriching it further with various multimedia components like images, texts, and sounds. This synergy between AI and user creativity enables the crafting of videos that are rich in information and visually stunning.

WowTo is an all-in-one support video platform that helps businesses create how-to videos, host video knowledge bases, and provide in-app video help. With WowTo's AI-powered video creator, businesses can easily create step-by-step how-to videos without any prior design expertise. WowTo also offers a variety of pre-made video knowledge base layouts to choose from, making it easy to create a professional-looking video knowledge base that matches your brand. In addition, WowTo's in-app video widget allows businesses to provide contextual video help to their visitors, improving the customer support experience.

BHuman is a cutting-edge AI-powered platform that allows users to create personalized videos at scale. With BHuman, you can create a digital clone of yourself that can take meetings, talk to customers, market your business, and more. BHuman's AI technology is constantly innovating, and the platform integrates with over 6,000 apps, making it a versatile tool for businesses of all sizes.

GPT for Forms is an AI-powered tool that helps you create quizzes from any text in less than a second. With GPT for Forms, you can easily generate forms for interviews, tests, and quick fun quizzes. The tool is easy to use and requires no coding skills. Simply install the add-on to your Google Forms account and start creating quizzes. GPT for Forms will automatically create a quiz for you based on the text you provide.

Wisecut is an automatic video editor that uses AI and voice recognition to edit videos automatically. With Wisecut, you can easily turn your long-form talking videos into short, impactful clips with music, subtitles, and auto reframe. These short clips are perfect for platforms like YouTube Shorts, TikTok, Instagram Reels, and Social Ads.

Charisma is a storytelling platform powered by artificial intelligence. It allows users to create virtual characters with voices, emotions, memories, and goals. These characters can be used in web, app, gaming, VR, and other interactive formats. Charisma's no-code story engine powers multi-character conversations for award-winning entertainment, marketing, and learning and training experiences.

Trulience is an interactive digital avatar platform that uses conversational AI to power super realistic avatars. These avatars are created from real human data using AI and machine learning, and can be rendered in the cloud or browser. Trulience's ambition is to humanize artificial intelligence by creating lifelike digital humans that can engage in natural conversations with real people. The company's technology uses advanced natural language processing, neural networks, auto-encoders, and high-end CGI to create compelling services that allow people to interact with virtual human beings.

Retorio is a cutting-edge Behavioral Intelligence (BI) Platform that fuses machine learning with scientific findings from psychology and organizational research to ultimately take learning and development to a new level within organizations. At the core of Retorio’s capabilities are its AI-powered immersive video simulations. Through these engaging role-plays, learners using Retorio get to train and develop the necessary skills through realistic scenarios. Furthermore, the personalized, on-demand feedback learners receive allows for immediate behavior change and performance improvement. Retorio’s training platform transcends the limitation of scalability and redefines how individuals and teams train and develop, bringing talent development to a new dimension.

Teachr is an online course creation platform that uses artificial intelligence to help users create and sell stunning courses. With Teachr, users can create interactive courses with 3D visuals, 360° perspectives, and augmented reality. They can also use speech recognition and AI voice-over technology to create engaging learning experiences. Teachr also offers a range of features to help users manage their courses, including a payment system, reward system, and fitness challenges. With Teachr, users can turn their expertise into a product that they can sell infinitely and create the perfect learning experience for their customers.

Weet is an all-in-one video creation, editing, and tracking platform that offers a wide range of tools to help businesses create professional-looking interactive videos quickly and easily. With Weet, users can record their screen and webcam, create avatar videos, generate subtitles and translations, edit and trim videos, and add interactivity to make their videos more engaging. Weet also offers real-time collaboration, built-in comments and interactions, and designated workspaces and channels to help teams stay organized and make their videos easy to search.

Skillflow is an AI platform built for learning. Unlike ChatGPT, Skillflow only requires a single prompt to start exploring a topic. Additionally, Skillflow is structured like a video game to make the whole process a lot more fun! Skillflow uses the most advanced models to generate course content, games, lesson personalization and more. Read the content and pass the tests to continue into the next module.

ZoomScape.ai is an AI-powered platform that helps businesses create, manage, and deliver personalized video experiences. With ZoomScape.ai, businesses can easily create interactive videos, add personalized elements, and track viewer engagement. ZoomScape.ai also offers a range of features to help businesses create more engaging and effective video content.

IllumiDesk is a generative AI platform designed for instructors and content developers. It enables users to create and monetize tailored content up to 10 times faster than traditional methods. The platform offers a range of features including automated grading, collaboration tools, real-time collaboration, AI-powered content creation, and integrations with various services. IllumiDesk is suitable for a wide range of users, from freelancers and solopreneurs to large organizations and educational institutions.

QuizTok is an AI-powered platform that enables users to effortlessly create and share educational quizzes. With its user-friendly interface and AI-assisted features, QuizTok empowers users to generate engaging quiz videos in minutes. The platform offers a range of customization options, allowing users to tailor their quizzes to match their brand and audience. QuizTok also provides opportunities for monetization, enabling creators to generate revenue from their interactive content.

OCU AI is a self-learning tool that helps you track your learning, earn badges for consuming educational content, and share your skills with the world. With OCU AI, you can keep track of all the things you learn online, get recognized for your learning, and showcase your skills to potential employers or clients.

LearningStudioAI is an AI-powered authoring tool that helps you create engaging and effective online courses. With LearningStudioAI, you can quickly and easily create interactive lessons, assessments, and simulations that are tailored to the needs of your learners. LearningStudioAI also provides a range of features to help you track your learners' progress and measure the effectiveness of your courses.

Coursebox is an AI-powered course creation platform that helps businesses create and deliver engaging and effective training programs. With Coursebox, you can convert your existing resources into courses, add AI-powered features like chatbots and quizzes, and track your learners' progress. Coursebox is used by over 30,000 businesses worldwide to create and deliver training programs that are faster, more engaging, and more effective.

Synthesia is an AI-powered video creation platform that allows users to create professional-quality videos with AI avatars and voiceovers in over 130 languages. It is designed to be easy to use, with a drag-and-drop interface and a library of pre-built templates. Synthesia is used by businesses of all sizes to create training videos, sales videos, marketing videos, and more.

Colossyan Creator is an AI-powered video generation platform that enables users to create professional-quality videos from text, images, and audio. With Colossyan Creator, users can quickly and easily create engaging and informative videos for a variety of purposes, including training, marketing, and communications. Colossyan Creator offers a wide range of features, including AI-powered avatars, auto-translation, and customizable templates. Colossyan Creator is used by a variety of organizations, including Fortune 500 companies and educational institutions.

HeyGen is an AI-powered video creation platform that allows users to create videos with AI-generated avatars and voices. It offers a wide range of features, including AI avatars, AI voices, video translation, personalized video streaming, and more. HeyGen is designed to be easy to use, even for beginners, and it can be used to create videos for a variety of purposes, including sales outreach, product overviews, learning and development, and more.

IX Coach is an AI-powered interdisciplinary coaching platform that helps individuals and teams achieve their goals. The platform provides users with access to a network of certified coaches, as well as a variety of tools and resources to support their coaching journey.

Scribe is a tool that allows users to create step-by-step guides for any process. It uses AI to automatically generate instructions and screenshots, and it can be used to document processes, train employees, and answer questions. Scribe is available as a Chrome extension and a desktop app.

QuizRise is an AI-powered quiz-making tool that allows users to quickly and easily create quizzes and flashcards from text, URLs, or PDFs. With its multiple question types, customization options, and sharing features, QuizRise is a versatile tool for educators, trainers, and anyone looking to create engaging and interactive content.

Wondershare Presentory is an AI-powered presentation maker that helps users create professional-looking presentations with ease. It offers a range of features, including AI-generated content, smart visual generation, and component-based editing. Presentory is suitable for a variety of purposes, including education, corporate training, and product introductions. It is easy to use and can be accessed online or through a desktop application.

WisdomPlan is an AI-powered learning companion that helps you master any skill, your way. With just a few inputs, WisdomPlan quickly creates a tailored learning plan for you within minutes. Say goodbye to manual to-do list creation and resource searching. WisdomPlan also provides a learning toolkit to help you stay focused and motivated, and a learner community where you can connect with fellow learners, share your plans, and receive feedback.

Heylper is an AI-powered tool that provides live, progress-based adaptive instructions. It is designed to help bridge skill gaps at work and home by enabling skill sharing between experts and doers. Heylper's mission is to become the virtual personal copilot of the world.

HeyGen is an AI-powered video creation platform that allows users to create studio-quality videos with AI-generated avatars and voices. With HeyGen, you can create videos for any need, including sales outreach, content marketing, product marketing, learning and development, and more. HeyGen is easy to use and affordable, making it a great option for businesses of all sizes.

SweetRush is a corporate training and eLearning company that provides custom learning solutions, talent solutions, XR immersive tech for learning, voiceover services, and support for nonprofits. They specialize in creating engaging and effective learning programs that help businesses thrive. SweetRush has been recognized for its excellence in learning and development, winning numerous awards for its innovative and impactful work.

DigenAI is an AI creation platform based on generative avatars. It allows users to create realistic, AI-generated avatars that can be used for a variety of purposes, such as marketing, customer service, and education. DigenAI's avatars are created using a combination of deep learning and generative adversarial networks (GANs), and they are designed to be both visually appealing and emotionally engaging.

IllumiDesk is a generative AI platform for instructors and content developers that helps teams create and monetize content tailored 10X faster. With IllumiDesk, you can automate grading tasks, collaborate with your learners, create awesome content at the speed of AI, and integrate with the services you know and love. IllumiDesk's AI will help you create, maintain, and structure your content into interactive lessons. You can also leverage IllumiDesk's flexible integration options using the RESTful API and/or LTI v1.3 to leverage existing content and flows. IllumiDesk is trusted by training agencies and universities around the world.

DiveDeck.AI is a multi-layered content deck builder powered by AI. It helps users create structured decks for learning, personal growth, self-learning, training, teaching, and brainstorming. Users simply need to input their topics, concepts, or questions, and the AI will break them down into organized decks. DiveDeck.AI offers various features such as AI-curated content, multi-layered decks, different AI roles, personalized learning styles, content deck sharing, and privacy-first storage.

Workshop Studio is an AI-powered tool that helps you create and manage your workshops. With Workshop Studio, you can easily create beautiful, engaging workshops that are sure to impress your audience. Our intuitive drag-and-drop interface makes it easy to add content, images, and videos to your workshops. You can also use our built-in templates to get started quickly.

Studia AI is an AI-powered platform that allows users to create personalized learning experiences by generating courses tailored to their specific needs and skills. With Studia AI, users can effortlessly craft engaging video courses on any topic, making it an ideal tool for educators, trainers, and anyone looking to create high-quality educational content.

Skillsoft is an online learning platform that provides a variety of courses and programs to help employees develop their skills and knowledge. The platform uses AI to personalize the learning experience for each user, and it offers a variety of features to help users track their progress and achieve their goals. Skillsoft is used by over 12,000 organizations worldwide, and it has been shown to improve employee engagement, productivity, and retention.

Stepify is an AI-powered tool that helps you create step-by-step tutorials from YouTube videos. With Stepify, you can easily follow along with any video, even if you don't have time to watch the entire thing. Simply enter the URL of the video you want to learn from, and Stepify will automatically generate a transcript and break it down into easy-to-follow steps. You can also use Stepify to create your own tutorials, making it a great way to share your knowledge with others.

Mastery Bonus is an AI-powered learning management system (LMS) that provides online courses and training programs. It offers a range of features to help learners and educators create, deliver, and track learning content. The platform uses artificial intelligence to personalize the learning experience, provide real-time feedback, and automate administrative tasks.

LearningStudioAI is an AI-powered authoring tool designed to help users create courses with ease. The tool utilizes artificial intelligence to streamline the course creation process, making it efficient and user-friendly. With LearningStudioAI, users can leverage advanced algorithms to generate engaging content, interactive quizzes, and personalized learning experiences. The platform offers a range of templates and customization options to cater to diverse educational needs. Whether you are an educator, trainer, or content creator, LearningStudioAI empowers you to develop high-quality courses in a fraction of the time. Say goodbye to manual course creation and embrace the future of e-learning with LearningStudioAI.

Quiz Wizard is an AI-powered tool designed to help users create quizzes, flashcards, and study materials quickly and efficiently. With the power of Artificial Intelligence, Quiz Wizard generates unique questions and answers in seconds on any topic, saving time for educators and enabling personalized learning experiences for students across various subjects. The tool is ideal for teachers, trainers, and educators looking to enhance their teaching methods and engage students with interactive learning materials.

The AI Flashcard Generator is a powerful tool designed to enhance learning efficiency by automatically generating flashcards from various sources like documents, notes, videos, and audio. It utilizes AI technology to create accurate flashcards and supports multiple formats for seamless flashcard creation. Users can customize the flashcards to suit their needs and preferences, making studying more productive and effective. The tool also promotes active learning through interactive features and offers a user-friendly interface for easy navigation. With features like boosting memory, quick review, and support for multimedia, the AI Flashcard Generator revolutionizes the learning experience.

PDF2Quiz is an AI-powered tool that allows users to convert PDF documents into interactive quizzes. Users can upload a PDF, specify the number of questions, select the language, and set the difficulty level to transform the PDF into an engaging quiz. The tool utilizes Optical Character Recognition (OCR) to create quizzes from PDFs with non-selectable text, making it easy for users to assess their knowledge and share quizzes with others. With multilingual quiz conversion capabilities, PDF2Quiz caters to users from various linguistic backgrounds. The tool also offers features such as reviewing scores and answers, challenging users with automatically generated multiple-choice questions, and enabling offline use by saving quizzes and answers as PDFs.

Wonda is an AI-powered platform that enables users to create immersive learning experiences and simulations. It offers a range of features such as AI companions, quiz and assessments, virtual tours, role-playing games, and virtual workshops. Users can easily build interactive learning journeys without the need for coding. Wonda aims to enhance engagement and collaboration in training and onboarding processes, making learning experiences unforgettable and impactful. The platform supports integration with various learning management systems and provides advanced role management options for secure sharing. With Wonda, users can unleash their creativity and build virtual exhibits to showcase their ideas and projects in a fun and engaging way.

Infinilearn is a personalized learning platform that revolutionizes education by offering gamified and interactive learning experiences. It features a customized AI Guide that grows with the user, providing personalized learning paths, gamified level system, earning grants directly through the app, and human-AI powered symbiosis. Infinilearn aims to make learning engaging, rewarding, and tailored to individual needs.

Libre Aim is a free and open source first-person shooter (FPS) aim trainer developed using Godot. It is highly customizable, allowing users to modify all aspects of the tool easily. The focus is on providing a lightweight training tool that runs smoothly on low-end machines, offering high FPS and minimal input lag. Although still in early development stages, Libre Aim aims to provide a platform for users to enhance their aiming skills in FPS games through customizable features and simplicity.

Lightning Lab is a public template for artificial intelligence and machine learning research projects using Lightning AI's PyTorch Lightning. It provides a structured project layout with modules for command line interface, experiment utilities, Lightning Module and Trainer, data acquisition and preprocessing, model serving APIs, project configurations, training checkpoints, technical documentation, logs, notebooks for data analysis, requirements management, testing, and packaging. The template simplifies the setup of deep learning projects and offers extras for different domains like vision, text, audio, reinforcement learning, and forecasting.

Unsloth is a tool that allows users to fine-tune large language models (LLMs) 2-5x faster with 80% less memory. It is a free and open-source tool that can be used to fine-tune LLMs such as Gemma, Mistral, Llama 2-5, TinyLlama, and CodeLlama 34b. Unsloth supports 4-bit and 16-bit QLoRA / LoRA fine-tuning via bitsandbytes. It also supports DPO (Direct Preference Optimization), PPO, and Reward Modelling. Unsloth is compatible with Hugging Face's TRL, Trainer, Seq2SeqTrainer, and Pytorch code. It is also compatible with NVIDIA GPUs since 2018+ (minimum CUDA Capability 7.0).

MindNLP is an open-source NLP library based on MindSpore. It provides a platform for solving natural language processing tasks, containing many common approaches in NLP. It can help researchers and developers to construct and train models more conveniently and rapidly. Key features of MindNLP include: * Comprehensive data processing: Several classical NLP datasets are packaged into a friendly module for easy use, such as Multi30k, SQuAD, CoNLL, etc. * Friendly NLP model toolset: MindNLP provides various configurable components. It is friendly to customize models using MindNLP. * Easy-to-use engine: MindNLP simplified complicated training process in MindSpore. It supports Trainer and Evaluator interfaces to train and evaluate models easily. MindNLP supports a wide range of NLP tasks, including: * Language modeling * Machine translation * Question answering * Sentiment analysis * Sequence labeling * Summarization MindNLP also supports industry-leading Large Language Models (LLMs), including Llama, GLM, RWKV, etc. For support related to large language models, including pre-training, fine-tuning, and inference demo examples, you can find them in the "llm" directory. To install MindNLP, you can either install it from Pypi, download the daily build wheel, or install it from source. The installation instructions are provided in the documentation. MindNLP is released under the Apache 2.0 license. If you find this project useful in your research, please consider citing the following paper: @misc{mindnlp2022, title={{MindNLP}: a MindSpore NLP library}, author={MindNLP Contributors}, howpublished = {\url{https://github.com/mindlab-ai/mindnlp}}, year={2022} }

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.

Mergoo is a library for easily merging multiple LLM experts and efficiently training the merged LLM. With Mergoo, you can efficiently integrate the knowledge of different generic or domain-based LLM experts. Mergoo supports several merging methods, including Mixture-of-Experts, Mixture-of-Adapters, and Layer-wise merging. It also supports various base models, including LLaMa, Mistral, and BERT, and trainers, including Hugging Face Trainer, SFTrainer, and PEFT. Mergoo provides flexible merging for each layer and supports training choices such as only routing MoE layers or fully fine-tuning the merged LLM.

The fsdp_qlora repository provides a script for training Large Language Models (LLMs) with Quantized LoRA and Fully Sharded Data Parallelism (FSDP). It integrates FSDP+QLoRA into the Axolotl platform and offers installation instructions for dependencies like llama-recipes, fastcore, and PyTorch. Users can finetune Llama-2 70B on Dual 24GB GPUs using the provided command. The script supports various training options including full params fine-tuning, LoRA fine-tuning, custom LoRA fine-tuning, quantized LoRA fine-tuning, and more. It also discusses low memory loading, mixed precision training, and comparisons to existing trainers. The repository addresses limitations and provides examples for training with different configurations, including BnB QLoRA and HQQ QLoRA. Additionally, it offers SLURM training support and instructions for adding support for a new model.

Caissa is a strong, UCI command-line chess engine optimized for regular chess, FRC, and DFRC. It features its own neural network trained with self-play games, supports various UCI options, and provides different EXE versions for different CPU architectures. The engine uses advanced search algorithms, neural network evaluation, and endgame tablebases. It offers outstanding performance in ultra-short games and is written in C++ with modules for backend, frontend, and utilities like neural network trainer and self-play data generator.

SimplerLLM is an open-source Python library that simplifies interactions with Large Language Models (LLMs) for researchers and beginners. It provides a unified interface for different LLM providers, tools for enhancing language model capabilities, and easy development of AI-powered tools and apps. The library offers features like unified LLM interface, generic text loader, RapidAPI connector, SERP integration, prompt template builder, and more. Users can easily set up environment variables, create LLM instances, use tools like SERP, generic text loader, calling RapidAPI APIs, and prompt template builder. Additionally, the library includes chunking functions to split texts into manageable chunks based on different criteria. Future updates will bring more tools, interactions with local LLMs, prompt optimization, response evaluation, GPT Trainer, document chunker, advanced document loader, integration with more providers, Simple RAG with SimplerVectors, integration with vector databases, agent builder, and LLM server.

**deep** doctection is a Python library that orchestrates document extraction and document layout analysis tasks using deep learning models. It does not implement models but enables you to build pipelines using highly acknowledged libraries for object detection, OCR and selected NLP tasks and provides an integrated framework for fine-tuning, evaluating and running models. For more specific text processing tasks use one of the many other great NLP libraries. **deep** doctection focuses on applications and is made for those who want to solve real world problems related to document extraction from PDFs or scans in various image formats. **deep** doctection provides model wrappers of supported libraries for various tasks to be integrated into pipelines. Its core function does not depend on any specific deep learning library. Selected models for the following tasks are currently supported: * Document layout analysis including table recognition in Tensorflow with **Tensorpack**, or PyTorch with **Detectron2**, * OCR with support of **Tesseract**, **DocTr** (Tensorflow and PyTorch implementations available) and a wrapper to an API for a commercial solution, * Text mining for native PDFs with **pdfplumber**, * Language detection with **fastText**, * Deskewing and rotating images with **jdeskew**. * Document and token classification with all LayoutLM models provided by the **Transformer library**. (Yes, you can use any LayoutLM-model with any of the provided OCR-or pdfplumber tools straight away!). * Table detection and table structure recognition with **table-transformer**. * There is a small dataset for token classification available and a lot of new tutorials to show, how to train and evaluate this dataset using LayoutLMv1, LayoutLMv2, LayoutXLM and LayoutLMv3. * Comprehensive configuration of **analyzer** like choosing different models, output parsing, OCR selection. Check this notebook or the docs for more infos. * Document layout analysis and table recognition now runs with **Torchscript** (CPU) as well and **Detectron2** is not required anymore for basic inference. * [**new**] More angle predictors for determining the rotation of a document based on **Tesseract** and **DocTr** (not contained in the built-in Analyzer). * [**new**] Token classification with **LiLT** via **transformers**. We have added a model wrapper for token classification with LiLT and added a some LiLT models to the model catalog that seem to look promising, especially if you want to train a model on non-english data. The training script for LayoutLM can be used for LiLT as well and we will be providing a notebook on how to train a model on a custom dataset soon. **deep** doctection provides on top of that methods for pre-processing inputs to models like cropping or resizing and to post-process results, like validating duplicate outputs, relating words to detected layout segments or ordering words into contiguous text. You will get an output in JSON format that you can customize even further by yourself. Have a look at the **introduction notebook** in the notebook repo for an easy start. Check the **release notes** for recent updates. **deep** doctection or its support libraries provide pre-trained models that are in most of the cases available at the **Hugging Face Model Hub** or that will be automatically downloaded once requested. For instance, you can find pre-trained object detection models from the Tensorpack or Detectron2 framework for coarse layout analysis, table cell detection and table recognition. Training is a substantial part to get pipelines ready on some specific domain, let it be document layout analysis, document classification or NER. **deep** doctection provides training scripts for models that are based on trainers developed from the library that hosts the model code. Moreover, **deep** doctection hosts code to some well established datasets like **Publaynet** that makes it easy to experiment. It also contains mappings from widely used data formats like COCO and it has a dataset framework (akin to **datasets** so that setting up training on a custom dataset becomes very easy. **This notebook** shows you how to do this. **deep** doctection comes equipped with a framework that allows you to evaluate predictions of a single or multiple models in a pipeline against some ground truth. Check again **here** how it is done. Having set up a pipeline it takes you a few lines of code to instantiate the pipeline and after a for loop all pages will be processed through the pipeline.

Kairon is an open-source conversational digital transformation platform that helps build LLM-based digital assistants at scale. It provides a no-coding web interface for adapting, training, testing, and maintaining AI assistants. Kairon focuses on pre-processing data for chatbots, including question augmentation, knowledge graph generation, and post-processing metrics. It offers end-to-end lifecycle management, low-code/no-code interface, secure script injection, telemetry monitoring, chat client designer, analytics module, and real-time struggle analytics. Kairon is suitable for teams and individuals looking for an easy interface to create, train, test, and deploy digital assistants.

This repository provides a comprehensive set of tools for fine-tuning large language models (LLMs) using various techniques, including full parameter training, LoRA (Low-Rank Adaptation), and P-Tuning V2. It supports a wide range of LLM models, including Qwen, Yi, Llama, and others. The repository includes scripts for data preparation, training, and inference, making it easy for users to fine-tune LLMs for specific tasks. Additionally, it offers a collection of pre-trained models and provides detailed documentation and examples to guide users through the process.

This repository serves as a collection of Google Colaboratory Notebooks for various tasks in Natural Language Processing (NLP), Natural Language Generation (NLG), Computer Vision, Generative Adversarial Networks (GANs), Streamlit applications, tutorials, UI/UX experiments, and other miscellaneous projects. It includes a wide range of pre-trained models, fine-tuning examples, and demos for tasks such as text generation, image processing, and more. The notebooks cover topics like self-attention, language model finetuning, emotion detection, image inpainting, and streamlit app creation. Users can explore different models, datasets, and techniques through these shared notebooks.

This prototype synthesizes verified code with an LLM using Monte Carlo Tree Search (MCTS). It explores the space of possible generation of a verified program and checks at every step that it's on the right track by calling the verifier. This prototype uses Dafny, Coq, Lean, Scala, or Rust. By using this technique, weaker models that might not even know the generated language all that well can compete with stronger models.

Deep Java Library (DJL) is an open-source, high-level, engine-agnostic Java framework for deep learning. It is designed to be easy to get started with and simple to use for Java developers. DJL provides a native Java development experience and allows users to integrate machine learning and deep learning models with their Java applications. The framework is deep learning engine agnostic, enabling users to switch engines at any point for optimal performance. DJL's ergonomic API interface guides users with best practices to accomplish deep learning tasks, such as running inference and training neural networks.

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).

Nitrain is a framework for medical imaging AI that provides tools for sampling and augmenting medical images, training models on medical imaging datasets, and visualizing model results in a medical imaging context. It supports using pytorch, keras, and tensorflow.

This repository contains convenience scripts to finetune LLaMa3-8B (or any other foundation model) for chat towards any language (that isn't English). The rationale behind this is that LLaMa3 is trained on primarily English data and while it works to some extent for other languages, its performance is poor compared to English.

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.

PaddleNLP is an easy-to-use and high-performance NLP library. It aggregates high-quality pre-trained models in the industry and provides out-of-the-box development experience, covering a model library for multiple NLP scenarios with industry practice examples to meet developers' flexible customization needs.

Expert in applying mental models across various domains.

Trainer and reviewer for the Philippine Civil Service Exam.

プレゼン資料に対して質疑応答のロールプレイを実施します。プレゼン資料または要旨を添付、チャットに記載してください。

Bridging leadership insights from the 1960s to 2020s, from Boomers to Gen Z.

Tailored content Quiz Generator to learn and refine your knowledge

Asistencia experta en eXeLearning (https://exelearning.net y https://t.me/eXeLearning)

Expert in engaging, interactive training methods and activities.

I create tailored training manuals for various jobs and industries.

Your AI Sports Scientist to help you level up your game - in and off the field

Demigod of Determination

Quiz creator for DigComp 2.2

If you crave a systematic approach to learning, I'm your Knowledge Architect. I'll navigate you through comprehensive knowledge hierarchies, step by step, in any subject you choose. Share this systematic learning method with your friends to elevate their learning experiences.

Convert knowledge into flashcard format

A comprehensive mental strength coach for athletes.

Ask me anything about facilitaton and workshop design

Cantonese TTS assistant for seniors.

A personal assistant to help you use the PAIR framework for your module.

Guides individuals who are stepping into a new role in life, offering support and information. It provides users with resources to assist them in their new role (Hint: "parent" , "leader", "spouse", "Piano player" etc.)

Gentle guide for Kahoot quiz creation in Japanese.

Simulates roundtable discussions with whoever you want at the table.

Converts PowerPoint slides into video scripts.

A presentation coach reviewing slides for improvements.

A resourceful guide for finding video and blog tutorials online.

A digital mentor focused on personal growth and well-being.

The Oracle of TED uses the top 100 ted talks from 2006-2021 to help you prepare your next presentation.

Spice up your meetings, events, or trainings with fun icebreakers

The most popular Crafts PPTs, speech scripts, VBA codes, and images; 支持中文

I'm Ali Abdal, sharing knowledge based on my 716 videos!

MentorMate: Expert in diverse mentoring scenarios.

I create in-depth slide scripts.

Create an actionable plan for a workshop using expert facilitator knowledge

Drill sergeant voice for stern guidance.

A chatbot designed to answer questions related to ADP 6-22, Army Leadership and the Profession

Give me a topic and the audience, and I'll search and find good anecdotes to start the topic.

Your go-to guide for allyship in every aspect of life.

Emotion training assistant with image generation and feedback.

Fun and factual multiple choice quiz creator. Providing multiple choice answers.

Crafts speeches from PowerPoint slides and reference materials, adding depth and context.

Educational PPT creator specializing in Kagan activities.

Asistente educativo en risoterapia, adapta lecciones y ofrece ejercicios.

Sono Aribot, esperto nell'affinare testi per presentazioni live accattivanti.

Uses satire to engagingly discuss the Peter Principle.

Promotes inclusive culture and diversity within the organization.

Rediscover yourself through a series of challenges.

A playful game master for a password guessing game, maintaining secrecy and engagement.

Generates conversation examples and chunks for specified situations. Improve your instantaneous conversational skills through repetitive practice!

In-depth yet casual guide on DE&I.

Memory training and cognitive skill enhancer

A supportive coach for public speaking tips and practice.

I assist in crafting TEDTalks, providing insights, structure, and creative input.

Informative assistant for safety and emergency training.

Coaching expert offering insights on techniques and mentoring.

A facilitator for understanding concepts using a simplified Concept Attainment Method.

AI Personal Growth Coach

I'm your guide to innovation, here to assist with coaching, workshop, and facilitation.

Autan 10 kohdan kysymysprosessin kautta sinua suunnittelemaan, kirjoittamaan ja pitämään elämäsi puheen. Tekijä: [email protected]

aids preparing for and running Trust Pods with excellence

Simplify complex concepts through layered storytelling, from basic to in-depth, just like Star Trek

Helps users select the right Social Movement Technologies training.

Enhanced quiz creator with accuracy, personalization, and accessibility.

Office Team Building fun: Innovative team-building app for engaging, collaborative office activities, fun and games.

I create detailed quizzes with descriptions, purposes, and audience.

I add gamification elements to chats, ensuring fun and confidentiality.

Ik ben de expert in handige tools voor online en blended leren

'TED Talk Presentation Topics' is a prompt expert in discovering and developing captivating TED Talk presentation topics, tailored to the user's experience, interest, and goals, ensuring relevance, diversity, and inspiration.

'ExploraConceptos AI' es una herramienta interactiva diseñada para profundizar en la comprensión de conceptos complejos. Utiliza técnicas innovadoras para desglosar, analizar y aplicar conocimientos desde múltiples perspectivas, fomentando una comprensión más rica y matizada.

I assist you in transforming your mindset. If you're finding yourself a bit stuck or struggling to make progress towards your goals, I'm here to offer guidance. I explore the obstacles in your path, address any misconceptions, and realign your thought processes towards a more positive approach.

专业中文记忆训练助手

Transforms basic prompts for educators using the PREPARED framework from TheAIEducator.io

Ich helfe dir alles rund um das Thema Virtual Reality Training im beruflichen Umfeld zu lernen. Neben Basiswissen kannst du auch konkrete Anwendungsszenarien erfragen und best practices kennen lernen

Experto en pedagogía integral y adaptativa

Experte für detaillierte, klare Lerneinheiten

Choice Master tackles multiple choice questions, ensuring a comprehensive and educational approach to problem-solving.

A helper for Waldorf educators offering resources, advice, and training.

Helps beginners quickly grasp new subjects with clear examples.

Türkiye'deki öğretmenlere eğitim kaynakları ve resmi prosedür rehberliği sağlar, Türkçe kullanır.

Der Ausbildungscoach | AEVO-Ausbilderschein von Christina Himmelmann hilft dabei, die Ausbildereignungsprüfung nach AEVO bestenfalls mit Erfolg abzulegen ( ohne Gewähr )

My goal is to adaptively teach you in the most efficient way possible according to how you learn best. I can teach you virtually anything.

Helping you learn, so that you can teach.

Engaging teacher, creates courses from files or general content. Just tell it who your teaching, and give it any style information you want and it will build a lesson plan.

你是一共拥有最前沿的知识储备，丰富的教学经验，优秀的课程设计能力的优秀教育工作者。

Engaging tutor with humor and real-world examples

Google スライドでクイズプレゼンテーションを生成