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cs.AR 1

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2026 1

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ELiTeFormer: An Efficient Transformer for FPGAs

cs.AR · 2026-07-04 · conditional · novelty 6.0

Hybrid linear attention plus ternary projections, co-designed with a multiplier-free PE, deliver 10× weight and 12.8× KV-cache compression with competitive MMLU and FPGA speedups over LLaMA 3 on A100.

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  • ELiTeFormer: An Efficient Transformer for FPGAs cs.AR · 2026-07-04 · conditional · none · ref 20

    Hybrid linear attention plus ternary projections, co-designed with a multiplier-free PE, deliver 10× weight and 12.8× KV-cache compression with competitive MMLU and FPGA speedups over LLaMA 3 on A100.