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FLUX.2-klein-4B

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2

CODING · 1 SOURCE · NVIDIA Developer

NVIDIA publishes DIN Deploy C++ samples using ONNX Runtime + TensorRT RTX

Do Inference Now (DIN) Deploy is an open-source repository of C++ samples that pair ONNX Runtime with the NVIDIA TensorRT RTX execution provider to accelerate local AI inference on Windows and Linux. Samples demonstrate ASR (OpenAI Whisper, Parakeet TDT, Nemotron), Meta SAM 2.1 segmentation, and FLUX.2-klein-4B image generation, include CMake presets (x86-64, Arm64), show graphics interop using ONNX Runtime 1.25 with Vulkan/DirectX, and report GPU speedups (e.g., 206x for Parakeet TDT, 39x for Nemotron streaming, SAM 2.1 at 38.3 FPS vs 0.5 FPS on CPU).

6.0

CODING · 1 SOURCE · AWS Machine Learning

Generate images and image-conditioned video on SageMaker AI using AWS vLLM-Omni DLC (FLUX.2-klein-4B → Wan2.1-VACE-1.3B)

An AWS blog post demonstrates deploying the same AWS vLLM-Omni Deep Learning Container to two SageMaker AI endpoints: a real-time endpoint running FLUX.2-klein-4B for image generation and an asynchronous endpoint running Wan2.1-VACE-1.3B for image-conditioned video generation. The sample workflow generates a PNG from text, passes it (via S3) to the video endpoint, retrieves the MP4 from S3, and includes CLI and optional Streamlit examples.

5.0