[R] Multi-Modal Reasoning with

Hi everyone,

Cosmos-Reason2 is a recent Qwen3-VL-based multimodal reasoning model designed for physical AI tasks. However, it has been limited to powerful devices like DGX Spark, H100, GB200 and Jetson AGX Thor.

We have deployed Cosmos-Reason2-2B under an 8GB memory constraint (Jetson Orin Nano) using model compression and inference optimizations, enabling text, image, and video reasoning.

HF Link with models, instructions, and benchmarks:
https://huggingface.co/embedl/Cosmos-Reason2-2B-W4A16.

Interested to hear any feedback, or others experience deploying VLM reasoning models on memory-constrained edge hardware.