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JonnaMat  updated a model about 12 hours ago
embedl/Cosmos-Reason2-2B-W4A16-Edge2
JonnaMat  updated a Space about 14 hours ago
embedl/Edge-Inference-Benchmarks
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embedl/Edge-Inference-Benchmarks:Demo
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JonnaMat 
in embedl/Edge-Inference-Benchmarks about 14 hours ago

Demo

#5 opened 3 days ago by
JonnaMat
JonnaMat 
posted an update 2 days ago
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🚀 FlashHead: Efficient Drop-In Replacement for the Classification Head in Language Model Inference

🔎 Check out our latest FlashHead-enabled model: embedl/Cosmos-Reason2-2B-W4A16-Edge2-FlashHead

🧩 Seamless integration with vllm:
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 \
  embedl/vllm:latest-jetson-orin-flashhead \
  vllm serve "embedl/Cosmos-Reason2-2B-W4A16-Edge2-FlashHead" \
    --max-model-len 8192 \
    --gpu-memory-utilization 0.75 \
    --max-num-seqs 2 \
    --trust-remote-code


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