Text Generation Web UI AI technology page Top Builders

Explore the top contributors showcasing the highest number of Text Generation Web UI AI technology page app submissions within our community.

Text Generation Web UI

The Text Generation Web UI is a Gradio-based interface for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA. It provides a user-friendly interface to interact with these models and generate text, with features such as model switching, notebook mode, chat mode, and more. The project aims to become the go-to web UI for text generation and is similar to AUTOMATIC1111/stable-diffusion-webui in terms of functionality.

Features

Dropdown menu for switching between models
Notebook mode that resembles OpenAI's playground
Chat mode for conversation and role-playing
Instruct mode compatible with various formats, including Alpaca, Vicuna, Open Assistant, Dolly, Koala, ChatGLM, and MOSS
Nice HTML output for GPT-4chan
Markdown output for GALACTICA, including LaTeX rendering
Custom chat characters
Advanced chat features (send images, get audio responses with TTS)
Efficient text streaming
Parameter presets
Layers splitting across GPU(s), CPU, and disk
CPU mode
and much more!

Installation

There are different installation methods available, including one-click installers for Windows, Linux, and macOS, as well as manual installation using Conda. Detailed installation instructions can be found in the Text Generation Web UI repository.

Downloading Models

Models should be placed inside the models folder. You can download models from Hugging Face, such as Pythia, OPT, GALACTICA, and GPT-J 6B. Use the download-model.py script to automatically download a model from Hugging Face.

Starting the Web UI

After installing the necessary dependencies and downloading the models, you can start the web UI by running the server.py script. The web UI can be accessed at http://localhost:7860/?__theme=dark. You can customize the interface and behavior using various command-line flags.

System Requirements

Check the wiki for examples of VRAM and RAM usage in both GPU and CPU mode.

Contributing

Pull requests, suggestions, and issue reports are welcome. Before reporting a bug, make sure you have followed the installation instructions provided and searched for existing issues.

Edit on Github

Text Generation Web UI AI technology page Hackathon projects

Discover innovative solutions crafted with Text Generation Web UI AI technology page, developed by our community members during our engaging hackathons.

Rural Empowerment Assistant

In many rural areas, people struggle to get reliable, localized information. Whether it’s figuring out what crops are best to plant, learning about a new government scheme, or finding a job, the lack of accessible resources creates a huge barrier. This project bridges that gap. By offering accurate, personalized information in local languages, the assistant helps people make better decisions, save time, and improve their livelihoods. Key Features: Weather and Crop Guidance: Rural farmers often face challenges in accessing accurate weather forecasts and agricultural advice. The assistant provides real-time weather updates and suggests crops suited to the current conditions, helping farmers make better decisions and reduce risks. Government Scheme Navigator: Many rural residents are unaware of welfare programs or face challenges in understanding how to apply. The assistant simplifies this process by offering detailed yet easy-to-follow information about government schemes like subsidies, loans, and training programs. Job and Skill Development Recommendations: By connecting users to vocational training programs and nearby job opportunities, the assistant supports skill development and economic empowerment. Personalized Interactions: With Watsonx.ai’s generative AI, the chatbot provides human-like responses that are both informative and engaging. This ensures that users feel heard and supported during every interaction. Multilingual Support: Designed with inclusivity in mind, the assistant can communicate in multiple regional languages, ensuring that language barriers don’t limit its impact.

termsprint

A Chrome extension that simplifies understanding Terms and Conditions. Our extension quickly summarizes terms and allows users to ask specific questions about them. It saves time and ensures you focus on the details that matter most to you. With a chat-like UI, it feels natural and easy to interact with, making it accessible for all users. Designed for typical web users who frequently use online products but want to avoid reading lengthy terms, the extension automatically reads the terms from websites, processes them through an LLM model, and provides instant answers to your queries. This enhances clarity and decision-making.

Pest Management in Precision Agriculture

Agriculture today faces critical challenges, including pest outbreaks and inefficient water usage due to a lack of real-time data. These issues lead to reduced productivity, resource wastage, and environmental impact. Farmers and agricultural businesses often struggle to access timely and actionable insights to address these challenges. This project leverages IBM watsonx to create an advanced conversational AI system tailored for precision agriculture. By integrating AI with IoT sensors, the system detects crop pests and monitors soil moisture levels in real time. Farmers can interact with the system via a user-friendly interface, receiving instant insights, recommendations, and alerts on pest risks or irrigation needs. Targeted at smallholder farmers, agribusinesses, and agricultural consultants, the solution offers unique benefits such as predictive pest analytics, and seamless data integration with mobile and web platforms. It empowers users to enhance crop health, reduce losses, optimize water use, and promote sustainable farming practices, ultimately driving agricultural innovation.

CodeChat

Code Chat is a comprehensive tool that integrates a Visual Studio Code extension with a FastAPI backend to provide AI-powered assistance for developers. The extension enables developers to interact with advanced Llama models directly within their coding environment, offering context-aware responses to coding-related queries. The backend server processes these queries, communicates with the Llama models, and delivers AI-generated responses based on the detected language of the user's input. This integration streamlines the development process, supporting multiple programming languages and workflows, and improving productivity by offering instant, context-specific help.

Agent Chef

Agent Chef aims to revolutionize home-brewed AI by providing tools and frameworks that enable users to create high-quality, domain-specific datasets. Whether you're looking to improve an existing dataset or generate new data from scratch, Agent Chef has you covered. 🍲Agent Chef🥘 is my robust tool for dataset refinement, structuring, and generation. By leveraging procedural and synthetic dataset generation techniques, Agent Chef will enable users to refine and clean their fine-tuning data, eliminating data poisoning and low-quality knowledge bases. Additionally, it will provide templates, and frameworks.

AI Daily Productivity Planner

The AI Daily Productivity Planner is a smart scheduling assistant designed to improve time management and productivity. By analyzing users' tasks, deadlines, and available time, it generates personalized daily schedules that prioritize tasks based on urgency and importance. The AI agent can also recommend optimal times for breaks, exercise, and other activities, ensuring a balanced workflow. Users can input tasks via text or voice, and the system adapts dynamically throughout the day based on progress or changes in priorities. The tool integrates seamlessly with calendars and other apps, helping users stay on track while promoting a healthier work-life balance.