AnalysisOpinion / analysisEfficiency & Inference · Agents & Tool Use · MLOps, Tooling & Infrastructure1 source · Oct 11, 2026

"Strata" for GLM5.3 Flash is here for some! Project Maya

I stumbled across this as I was currently having glm5.3 flash run only around 10tok/s basically unusable.

Proof1 community thread

Key points

  • With Maya i am running 30 tok/s now.
  • GLM5.3 feels even with this low quant like a much more enjoyable model than qwen 3.8 flash next so far.
  • GLM-5.3-Flash, private and fast · one NVIDIA GPU or up to 16 · AMD and Windows (experimental) · chat, pictures, OpenAI- and Anthropic-compatible API
  • Maya runs GLM-5.3-Flash (zai-org, MIT license) on the hardware you already have: 321 B parameters, about 18 B active per token, and a context of up to 1 M tokens.

Sources (1)

Extractive summary: sentences quoted from the sources.

Before this

  1. Oct 11, 2026vllm-ascend updates (GLM5.3-flash) on dual 310p Ascend cards
  2. Oct 11, 2026AMD Reportedly Raises GDDR6 Prices for Board Partners
  3. Oct 9, 2026Qwen/Qwen-Image-2.1-Turbo
  4. Oct 8, 2026Understanding Jev, the new model everyone is talking about
  5. Oct 8, 2026The State of AI Report 2026
  6. Oct 7, 2026[AINews] Claude Haiku 5.5 — better than GPT-6 Luna at the same pricing

Related