# Custom Models

Stable Diffusion 3.5 is an image generation model launched by Stability AI, featuring various variants including Stable Diffusion 3.5 Large and Stable Diffusion 3.5 Large Turbo. These models are highly customizable, can run on consumer-grade hardware, and are available for free for both commercial and non-commercial purposes under the Stability AI community licensing agreement. The release of this model reflects Stability AI's mission to make transformative tools for visual media more accessible, cutting-edge, and free.

Eddie AI is an innovative video editing platform that leverages artificial intelligence to help users edit videos rapidly and effortlessly. The platform's main advantages are its user-friendliness and high efficiency, allowing users to converse with the AI as if they were talking to another editor to express their desired video clip types. Background information on Eddie AI indicates that it aims to scale video editing through custom AI editing/story models, suggesting its potential revolutionary impact on the video production industry.

WebLLM is a high-performance in-browser language model inference engine that utilizes WebGPU for hardware acceleration, enabling powerful language model operations to be executed directly in web browsers without server-side processing. This project aims to seamlessly integrate large language models (LLMs) into the client side, resulting in cost reduction, enhanced personalization, and privacy protection. It supports various models, is compatible with the OpenAI API, is easy to integrate into projects, and supports real-time interaction and streaming, making it an ideal choice for building personalized AI assistants.

The PuLID-Flux ComfyUI implementation is an advanced image processing model based on ComfyUI. It leverages PuLID technology and the Flux model to facilitate extensive customization and processing of images. This project is inspired by cubiq/PuLID_ComfyUI and serves as a prototype employing various handy modeling techniques to handle the encoder section. The developers seek to test the model's quality before a more formal reimplementation. For optimal results, using the 16-bit or 8-bit GGUF model versions is recommended.

Parsera is a lightweight Python library specifically designed to simplify the process of web data scraping in conjunction with large language models (LLMs). It enhances speed and reduces costs by using minimal tokens, making data scraping more efficient and economical. Parsera supports multiple chat models and allows users to customize their experience with various models, such as those from OpenAI or Azure.

Custom Pilot is a Visual Studio Code extension framework that allows users to easily integrate custom code completion models into VS Code. It supports any API server following the OpenAI API format, specifically requiring /v1/models and /v1/completions endpoints. Users can set the API server URL in the extension's sidebar panel, choose an inference model, and enter an API key if necessary. Additionally, Custom Pilot is compatible with LM Studio, enabling users to run large language models (LLMs) locally for offline code completion.

Tensor.Art is a free online image generation and model hosting platform that offers a variety of AI tools and functionalities. It enables users to generate images from text descriptions and customize and fine-tune AI models. Powered by advanced Stable Diffusion technology, the platform supports diverse node and workflow combinations, catering to the needs of users ranging from beginners to professional designers.

ComfyUI-Fast-Style-Transfer is a rapid neural style transfer plugin developed based on the PyTorch framework. It allows users to achieve image style conversion through simple operations. This plugin is based on the fast-neural-style-pytorch project and currently only ports the basic inference functionality. Users can customize styles and achieve unique style transfer effects by training their own models.

Azure Cognitive Services Speech is a voice recognition and synthesis service launched by Microsoft. It supports speech-to-text and text-to-speech functionality in over 100 languages and dialects. By creating custom voice models that can handle specific jargon, background noise, and accents, it enhances transcription accuracy. Additionally, this service supports real-time speech-to-text, speech translation, and text-to-speech functionalities, catering to various business scenarios such as caption generation, call record analysis, video translation, etc.

Featherless is an AI model provider dedicated to offering a continuously expanding Hugging Face model library to its subscribers. It supports model architectures like LLaMA-3, provides personalized and privacy-focused services by not recording user conversations or prompts. Featherless offers two pricing plans: a basic plan for $10 per month with access to models up to 15B and a premium plan for $25 per month with access to models up to 72B.

FieldDay is a tool for automatically collecting images, training custom visual AI models, and integrating models into any APP. Users can collect custom datasets using their smartphone cameras, refine algorithms through several iterations, and create customized visual AI applications in just minutes. FieldDay offers features such as object recognition and dataset management, making it possible for anyone to create custom visual AI applications.