GGUF
AssessTools
A file format commonly used to store quantized local LLM weights.
Why it's here
Placed in Assess: 4 article(s) of evidence from 3 source(s), led by model releases, with 2 in the last 30 days. Confidence 57%.
Evidence (4)
- 7The New Stack·8/12/2026model_releaseMeta ships its own distillation pipeline with Muse Glimmer
Meta released Muse Glimmer, a 30-billion-parameter open-weight model distilled from Muse Spark and licensed under Apache 2.0. The release packages both the teacher and student sides of the distillation workflow, along with quantized builds and drafting artifacts, highlighting distillation as an enterprise deployment pipeline rather than only a model-copying concern.
- 5Hacker News·7/28/2026model_releaseNeutrino-1 8B model released with binaries and packs
Neutrino-1 8B has been released with weights, native binaries, a GGUF pack, and an MLX pack. Users can run it through Fermion's chat tool after installing the fermion-research package, with the first run downloading and verifying a 2.56 GB transport before caching locally.
- 6Hacker News·6/29/2026model_releaseQwen 3.6 27B as a strong local development model
The article argues that Qwen 3.6 27B is the most compelling local model the author has tried, outperforming previous local options on constrained writing and coding tasks. It also describes how to run the model locally with llama.cpp and a GGUF quantized build from Hugging Face for interactive chat and agent workflows.
- 8Hugging Face Blog·6/2/2026model_releaseHolo3.1 Adds Local, Multienvironment Computer-Use Agents
Hugging Face Blog announces Holo3.1, a new family of computer-use models designed to work more robustly across web, desktop, and mobile environments, with better compatibility across agent frameworks. The release also introduces quantized checkpoints such as FP8, Q4 GGUF, and NVFP4 for faster local inference on end-user devices.