Qwen3.8-Flash runs locally 1.7× faster with MTP, hitting 170 tok/s on RTX PRO 6000

danielhanchen · x · 2026-09-02

Unsloth released a local setup for Qwen3.8-Flash, a 125B MoE model it claims outperforms Claude Opus 4.6 (Max). MTP delivers 1.3–1.7× faster inference with no accuracy loss, and GGUFs reach 170 tokens/s on an RTX PRO 6000. The model runs on 75GB RAM via Unsloth GGUFs, and Qwen3.8-Flash-Next achieves near-VRAM speeds from CPU RAM / unified memory setups. GGUF downloads and a deployment guide are linked.

Related event: Qwen3.8-Flash Gets MTP Support for Up to 1.7x Local Speedup(2 posts)→

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