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[Benchmark] DFlash Speculative Decoding + KV Cache Compression on RTX 5090 — 3.26x Speedup

Reddit r/LocalLLaMA · 2026-06-08

Benchmarks of DFlash speculative decoding combined with KV cache compression on RTX 5090 show up to 3.26x speedup on Qwen3.6-27B with minimal perplexity degradation, with q4_0/turbo4 providing the best balance.

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#beellama

BeeLlama v0.2.0 – major DFlash update. Single RTX 3090: Qwen 3.6 27B up to 164 tps (4.40x), Gemma 4 31B up to 177.8 tps (4.93x). Prompt processing speed near baseline.

Reddit r/LocalLLaMA · 2026-05-22

BeeLlama v0.2.0 introduces major DFlash speculative decoding improvements, achieving up to 4.93x speedup on single RTX 3090 for Gemma 4 31B and 4.40x for Qwen 3.6 27B, with prompt processing near baseline.

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