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WilhelmT

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liked a Space 4 days ago

embedl/Edge-Inference-Benchmarks

reacted to JonnaMat's post with 🔥 8 days ago

🤯 Edge-Grade Vision Reasoning. Now Practically Lossless. 🤯 Introducing 👉 https://huggingface.co/embedl/Cosmos-Reason2-2B-W4A16-Edge2 Optimized for Jetson Orin Nano Super and AGX Orin https://huggingface.co/nvidia . 🚄 Try it out on Jetson (image+video+text): ``` docker run --rm -it \ --network host \ --shm-size=8g \ --ulimit memlock=-1 \ --ulimit stack=67108864 \ --runtime=nvidia \ --name=vllm-serve \ -e HF_TOKEN=hf_*** \ -e HF_HOME=/root/.cache/huggingface \ ghcr.io/nvidia-ai-iot/vllm:latest-jetson-orin \ vllm serve "embedl/Cosmos-Reason2-2B-W4A16-Edge2" \ --max-model-len 8192 \ --gpu-memory-utilization 0.75 \ --max-num-seqs 2 ``` 🤓 What is Edge2? Most weights → INT4 | Activations → FP16 | Select sensitive layers → kept in FP16. Edge2 preserves precision where it matters most; while keeping the model small and fast enough for edge GPUs. 😎

liked a model 9 days ago

embedl/Cosmos-Reason2-2B-NVFP4A16

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