Startup Ideas AI

Lightning-fast Stable Diffusion finetuning

Build Your Own AI is a book created by a developer, for developers, offering a straightforward, practical guide, with example code, to building real-world AI applications. It's designed for absolute beginners, those with some existing knowledge, and enthusiasts alike. The book focuses on core concepts and patterns that every developer can benefit from, all illustrated in clean, straightforward TypeScript. It covers topics such as running LLMs locally, prompt engineering, data extraction & creation, RAG, tool calling, agents, basics of fine-tuning, and tips & tricks.

Prem is an applied AI research lab dedicated to building a future where everyone can access sovereign, private, and personalized AI. They focus on creating secure, personalized AI models, offering products for enterprises and consumers. Their core products include an Autonomous Finetuning Agent and Encrypted Inference using TrustML™ to protect sensitive data. Prem also advances AI through transparent, secure, and explainable reasoning with Specialized Reasoning Models (SRM). They offer open-source models like Prem-1B-SQL and Prem-1B Series for Retrieval-Augmented Generation (RAG).

FinetuneFast is an ML model boilerplate designed to help users quickly finetune and deploy AI models into production. It aims to reduce the time and complexity associated with setting up model training, preparing data, handling API integration, evaluating models, deploying models, and scaling infrastructure. FinetuneFast supports various models, including text-to-image models and LLMs, and offers pre-configured training scripts, efficient data loading pipelines, and one-click model deployment.