Using Stable LM 7B on Stability Developer Platform
Implementation guide · StableLM · Stability AI
Quick Start
- 1
- 2Use the Stability Developer Platform SDK or REST API to call
stable-lm-7b— see the documentation for request format.
Code Examples
About Stability Developer Platform
Stability AI's platform offers a comprehensive suite of AI-powered tools and services spanning imaging, language, audio, and video applications. At its core are advanced models like Stable Diffusion for high-quality image generation from text prompts, and Stable LM for open-access language modeling. The platform enables users to generate, edit, and enhance content, including creating original media, upscaling images to 4K resolution, and modifying existing content through natural language prompts. It also features innovative capabilities such as zero-shot image-to-image translation and 3D asset generation from single images, making it particularly valuable for industries like gaming and design . The platform is designed for accessibility and easy integration through its API, allowing developers to harness powerful algorithms without extensive machine learning expertise. This API supports various tasks, including image generation and text analysis, making it scalable for diverse applications. The platform incorporates safety measures to ensure responsible AI practices and prevent misuse. Regular updates introduce new features such as animation generation and advanced editing capabilities, continually expanding the platform's functionality and maintaining its position at the forefront of generative AI technology .
Stability AI is a pioneering company in the field of open AI tools, dedicated to developing innovative solutions that harness collective intelligence and augmented technology. Their AI platform focuses on creating and implementing cutting-edge generative AI models across various domains, including image generation, 3D asset creation, video manipulation, and audio synthesis. Key features of Stability AI's platform include: 1. Stable Diffusion: A state-of-the-art image generation model that has seen multiple iterations, with Stable Diffusion 3 being their most advanced version. 2. Stable Video: Technologies for video-to-video generation, allowing users to create novel-view videos from a single input video. 3. Stable Fast 3D: A breakthrough in 3D asset generation, capable of transforming a single input image into a detailed 3D asset in just 0.5 seconds. 4. Stable Audio: An open-weight text-to-audio model that generates high-quality stereo audio from text prompts. 5. Stable Assistant: A user-friendly chatbot that leverages their advanced image generation technology and provides various image editing tools, upscaling capabilities, and video creation from images. Stability AI's platform is designed to be accessible and versatile, running on consumer-grade GPUs and offering both free and commercial licensing options. The company is committed to open AI development, regularly releasing research papers and technical reports detailing their methodologies and breakthroughs. Their focus on open tools and collaboration aims to empower a wide range of users, from academic researchers to artists and enterprises, to explore and expand the possibilities of generative AI technology.
Pricing on Stability Developer Platform
Capabilities
No model capability flags are currently sourced.
About Stable LM 7B
StableLM 7B, a large language model by Stability AI, features a 7-billion parameter, decoder-only architecture designed to predict subsequent words based on context. Built on the robust NeoX transformer framework, it excels in managing long text sequences with its 4096-token context window. Pre-trained on a substantial dataset of about 1.5 trillion tokens, this model demonstrates strong capabilities in generating human-like text, performing tasks such as summarization and translation. However, it shares common limitations with other LLMs, including the potential for bias and generating inappropriate content. Although StableLM 7B is versatile, it has been succeeded by improved versions like StableLM-Base-Alpha-7B-v2, which address certain shortcomings of the original model.