ToolLLM is a project that aims to create a large-scale dataset for training language models with tool-use capabilities. They collect instructions involving real-world APIs and develop a new annotation approach to improve efficiency. The project provides the ToolLLaMA model, which performs well in handling single-tool and complex multi-tool instructions. They also release the ToolLLaMA-7b, ToolLLaMA-7b-LoRA, and ToolLLaMA-2-7b models, along with a tool retriever. They evaluate the models using pass rate and preference metrics, showing good performance compared to other models. Overall, ToolLLM empowers language models to understand and use real-world tools effectively.
DreamGPT, the first GPT-based solution that uses hallucinations from LLMs for divergent thinking to generate new innovative ideas. Hallucinations are often seen as a negative thing, but what if they could be used for our advantage? dreamGPT is here to show you how. The goal of dreamGPT is to explore as many possibilities as possible, as opposed to most other GPT-based solutions which are focused on solving specific problems.
SmartGPT is an experimental program meant to provide LLMs (particularly GPT-3.5 and GPT-4) with the ability to complete complex tasks without user input by breaking them down into smaller problems, and collecting information using the internet and other external sources.
LocalAI is an API that can be used as a replacement for OpenAI, which supports various models and can run on consumer-grade hardware. It supports ggml compatible models such as LLaMA, alpaca, gpt4all, vicuna, koala, gpt4all-j, cerebras. It uses C bindings for faster inference and performance and comes as a container image that can be run with docker-compose. The API can be used for running text generation as a service, following the OpenAI reference.
The Stable Diffusion WebUI Plugin is a plugin for Photoshop and Krita that interfaces with AUTOMATIC1111's Stable Diffusion WebUI without the need to switch to another WebUI or modify an existing installation. This plugin allows for text to image, image to image, inpainting, and outpainting inside Photoshop and Krita, eliminating the need to fuss around with the inpainter tool in the browser or upload masks. The plugin also allows for better script usage support, standalone face fix, pause and interrupt, render queue, and experiments, with upscaling support planned in the future.
The Stability Photoshop plugin enables users to generate and edit images using both Stable Diffusion and DALL•E 2 directly within Photoshop. The plugin can be obtained in two ways: by installing it from the Adobe Exchange or by downloading the CCX file directly. Users who wish to generate images locally will also need the Stable Diffusion API Server, and those who want to fine-tune their own models can use a fork of the DreamBooth project.
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