Efficient Drop-In Replacement for the Classification Head in Language Model Inference. https://github.com/embedl/flash-head
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Embedl
Efficient AI for the edge.
Embedl develops advanced tools and algorithms for Edge AI. Our mission is to make AI models run faster, more energy-efficient, and reliably across diverse hardware platforms, while significantly reducing development time.
We help teams deploy high-performance AI on real-world, resource-constrained devices.
We are also behind the Hugging Face model visualizer hfviewer.
models 27
embedl/sam3
Updated • 34 • 2
embedl/parakeet-tdt-0.6b-v3-quantized-tensorrt
Updated • 13 • 1
embedl/chronos-2-quantized-trt
Time Series Forecasting • Updated • 1
embedl/Cosmos-Reason2-32B-W4A16-FlashHead
Image-Text-to-Text • 6B • Updated • 628 • 1
embedl/Cosmos-Reason2-8B-W4A16-FlashHead
Image-Text-to-Text • 3B • Updated • 194 • 1
embedl/Cosmos-Reason2-2B-NVFP4A16
Image-Text-to-Text • 2B • Updated • 391 • 1
embedl/Cosmos-Reason2-2B-W4A16-Edge2-FlashHead
Image-Text-to-Text • 2B • Updated • 1.5k • 9
embedl/Cosmos-Reason2-2B-W4A16-Edge2
Image-Text-to-Text • 2B • Updated • 688 • 12
embedl/Cosmos-Reason2-2B-W4A16
Image-Text-to-Text • 2B • Updated • 408 • 9
embedl/Qwen3.5-27B-FlashHead
Image-Text-to-Text • 28B • Updated • 100