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 25
embedl/paraphrase-multilingual-MiniLM-L12-v2-quantized-trt
Sentence Similarity • Updated • 13
embedl/all-MiniLM-L6-v2-quantized-trt
Sentence Similarity • Updated • 18
embedl/mobilevit-small-quantized
Image Classification • Updated • 22
embedl/gemma-3-270m-it-FlashHead
0.3B • Updated • 177 • 3
embedl/gemma-3-1b-it-FlashHead-W4A16
1B • Updated • 59 • 3
embedl/gemma-3-1b-it-FlashHead
1.0B • Updated • 104 • 3
embedl/Qwen3.5-9B-FlashHead
Image-Text-to-Text • 10B • Updated • 510
embedl/Qwen3.5-4B-FlashHead
Image-Text-to-Text • 5B • Updated • 457
embedl/Qwen3.5-2B-FlashHead
Image-Text-to-Text • 2B • Updated • 472
embedl/Qwen3.5-27B-FlashHead
Image-Text-to-Text • 28B • Updated • 286