Flash-Next on iGPU plus eGPU with device-resident speculation
Llama.cpp tree for hybrid integrated and external GPU machines.

- Launch
- Qwen3.8-Flash-Next
- Use case
- Local inference
- Format
- Repo
- Source
- github.com
ucicelos
Llama.cpp tree for hybrid integrated and external GPU machines.

ucicelos
Niko1221
@Niko1221 · Sep 24
Open-source inference engine with an OpenAI/Anthropic-style local API that fits the 125B MoE onto a 12GB consumer GPU plus system RAM. The project behind the model's local-running surge.
David Hendrickson
@TeksEdge · Sep 26
Tells the story of the 12GB RTX 5070 user who wrote Strata after finding llama.cpp too slow.
