GLM-5.3-GGUF-DGX-Spark

> [!IMPORTANT] > **Try AutoTrust/GuruSearch live (new, 11 October 2026).** A recommendation and search demo in which every ranking is a > calibrated System 1 decision, made in about half a second: > * **Recommendation:** the latest headlines from 6 news feeds, ranked by importance. > * **Search:** results from Google News, Bing News and Yahoo News re-ranked by relevance, side by side with the > search engines' own order, plus a short answer with citations. **GLM 5.3 at frontier quality, 24 % smaller — Sparse-Squared compression with AutoTrust SLIM-Q, packaged for DGX Spark owners.** This repository is the llama.cpp GGUF build of **autotrust/GLM-5.3-SLIM-E192**, the SLIM-Q-compressed checkpoint that powers **Guru Turbo 2.0**, served in NVFP4 through **ScienceGuru** and the **Guru Apps**. Here it ships as one 149.7 GiB GGUF (glm-dsa architecture, runs on upstream llama.cpp) sized to fit a pair of DGX Sparks, a single 180 GB GPU, or a Mac Studio.

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