AINewsnow

LayerStoRm open-source expert streaming: 1M context GLM-5.3-Flash [UD-Q4_K_XL] at 24.5 tok/s @8k on just 2× RTX 5090 + 2× RTX 5080 (186 GiB MoE on 96 GB VRAM)

This story is from 2026-09-07. It is preserved in the archive; the latest stories are on the live feed.

LayerStoRm: GLM-5.3-Flash UD-Q4_K_XL (186 GiB) at 1M context on 2× RTX 5090 + 2× RTX 5080 (96 GB VRAM total) using RAM for the pinned experts. LayerStoRm is a (still experimental) MIT-licensed continuous expert-streaming inference engine: it runs MoE models far larger than your VRAM by keeping the…

Read the full story at r/LocalLLaMA ↗

Timeline · 1 report

  1. 2026-09-07 01:14 · r/LocalLLaMA
    LayerStoRm open-source expert streaming: 1M context GLM-5.3-Flash [UD-Q4_K_XL] at 24.5 tok/s @8k on just 2× RTX 5090 + 2× RTX 5080 (186 GiB MoE on 96 GB VRAM)

More stories

  1. Chinese AI firm Z.ai faces reputation hit after users spot unauthorised uploads — South China Morning Post Tech
  2. Z.ai encrypted the workspace it uploaded so that only Z.ai could open it. Now only Z.ai can say it was deleted. — The Next Web
  3. Inside ZCode (Made by GLM team): Silently Uploading Your Entire Git History to the Cloud — r/LocalLLaMA
  4. Introducing Kimi K3 on Amazon Bedrock — AWS Machine Learning Blog
  5. Introducing Amazon SageMaker HyperPod Inference Gateway — AWS Machine Learning Blog
  6. Anthropic, OpenAI, SpaceXAI, Google sued over call to ‘pace’ AI development — Politico Technology
  7. Gemini Hacked Three Companies in First Known Breakout by Google’s AI — Wall Street Journal Technology
  8. Alibaba ships Qwen3.8-Omni-Flash to watch, listen and call tools — r/LocalLLM

Get the daily brief of stories like this at 6:30 every morning →