AI article
Pushing the Limits: Extreme Inference Speedup of Qwen 3.8 27B on NVIDIA B300 (100 to 10k+ tok/s)
Community description: How tensor parallelism, MTP speculative decoding, prefix caching and suffix decoding move Qwen 3.8 27B from 104 tok/s to nearly 10,000 tok/s on our stack, and where Fireworks AI went further.
Dev.to | Oct 7, 2026 | Aleksei Romanov
Automated excerpt
Explore how Qwen 3. 8 27B scales from 104 tok/s to over 10,000 tok/s on NVIDIA B300. Outcome: 7,000–9,200 tok/s on 4–8 B300 GPUs. Topology: Balanced DP4×TP2 on 8 GPUs, or DP4×TP1 on 4 GPUs.
Selected automatically from source text; not independently written or fact-checked. Read the original for full context.