🤞 flashmoe support coming to llama.cpp?

A 397B LLM on a Mac? Flash-Moe makes it happen, pushing edge compute limits. See how AI helped build this groundbreaking system!

https://thepixelspulse.com/posts/flash-moe-on-mac-397b-model-reality/

#flashmoe #danwoods #applesilicon

The iPhone 17 Pro just ran a 400B LLM! Forget cloud AI – this demo proves massive, private AI models can live on your phone, thanks to a clever SSD streaming trick.

https://thepixelspulse.com/posts/iphone-17-pro-llm-on-device-ai-breakthrough/

#iphone17pro #flashmoe #a19pro

wouldn't you still be extremely limited by the memory bandwidth if it doesn't fit cleanly into VRAM?

the M2 series could be ran on 128GBs pretty comfortably, but for M3 you would need at least 256GBs or SSD streaming, and flashmoe won't help with either of those afaik

Alibaba Cloud AI Potential Conference: MoE Models Rise, AI Infrastructure Booms
If computing power becomes as ubiquitous as electricity, can Alibaba Cloud become the "power grid" of the AI era? #CloudComputing #AIInfrastructure
#Alibaba
aidisruption.ai/p/alibaba-cl...

[2026-01-27] 📚 Updates in #MoE

(1) FlashMoE: Reducing SSD I/O Bottlenecks via ML-Based Cache Replacement for Mixture-of-Experts Inference on Edge Devices

🔍 More at researchtrend.ai/communities/MoE

FlashMoE: DeepSeek-R1 671B and Qwen3MoE 235B with 1~2 Intel B580 GPU in IPEX-LLM Article URL: htt...

https://github.com/intel/ipex-llm/blob/main/docs/mddocs/Quickstart/flashmoe_quickstart.md

Result Details

397B AI model on a laptop? Flash-MoE makes it happen on Apple Silicon, but the real breakthrough isn't just scale—it's about *useful* quality for agentic tasks.

https://thepixelspulse.com/posts/flash-moe-laptop-model/

#flashmoe #applesilicon #qwen35397ba17b