Radar / AI models / llama.cpp merges Qwen3.8-Flash-Next MTP support

llama.cpp merges Qwen3.8-Flash-Next MTP support

llama.cpp merged PR #29761 adding multi-token prediction (MTP) speculative-decoding support for the Qwen3.8-Flash-Next checkpoint, with a reported ~55% decode-throughput gain on DGX Spark.

trendingmodels · open-weightsJEV traction 0.6ggml-org/llama.cpp · 0 ★added 2026-10-02
Open llama.cpp merges Qwen3.8-Flash-Next MTP support →View on the radar

Why it matters

Free speedup for an already-shipped 125B open-weight checkpoint — better use of the same model, not a new model release.

What you could build with it

An indie developer could ship a one-click local serving bundle that downloads a Qwen3.8-Flash-Next GGUF with MTP tensors, launches llama-server with speculative-decoding flags, and serves a chat UI — turning a multi-GPU workstation into a fast private coding assistant.

Does it hold up?

Evidence-backed but setup-dependent: the PR author measured 28.36 to 43.88 tok/s (+55%) on DGX Spark with an IQ4_XS quant; community numbers (24.2 to 29.3 t/s on a Radeon 8060S, 43.8 to 73.5 t/s on an M5 Max) confirm real gains, while follow-up issues (MTP draft GGUFs failing to load on build b11058) show the path is still maturing.

Built with llama.cpp merges Qwen3.8-Flash-Next MTP support

Learn more

merged pull request →

First spotted on github: source.

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