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.
models 15
embedl/sam3
Updated • 6
embedl/gemma-3-1b-it-FlashHead-W4A16
1B • Updated • 148 • 3
embedl/Qwen3-1.7B-FlashHead-W4A16
2B • Updated • 140 • 3
embedl/Llama-3.2-1B-Instruct-FlashHead-W4A16
2B • Updated • 82 • 6
embedl/Llama-3.2-3B-Instruct-FlashHead-W4A16
4B • Updated • 100 • 4
embedl/Qwen3-1.7B-FlashHead
2B • Updated • 108 • 3
embedl/gemma-3-270m-it-FlashHead
0.3B • Updated • 212 • 3
embedl/Qwen3-0.6B-FlashHead
0.6B • Updated • 86 • 4
embedl/Cosmos-Reason2-2B-W4A16-Edge2-FlashHead
Image-Text-to-Text • 2B • Updated • 955 • 7
embedl/Llama-3.2-1B-Instruct-FlashHead
1B • Updated • 73 • 4