New models for image generation and text embeddings are now available in Amazon SageMaker JumpStart

This article announces the availability of two new foundation models in Amazon SageMaker JumpStart: FLUX.2-klein-base-4B for image generation and Qwen3-Embedding-0.6B for text embeddings.

• FLUX.2-klein-base-4B enables real-time image generation and editing on consumer hardware with 13GB VRAM
• Qwen3-Embedding-0.6B provides multilingual text embeddings across 100+ languages for semantic search and RAG
• Both models address enterprise AI challenges with specialized, state-of-the-art capabilities
• Models deployable via SageMaker Studio or Python SDK with minimal configuration

These additions expand SageMaker JumpStart's foundation model portfolio, enabling customers to build creative AI applications and intelligent search systems on AWS infrastructure.