GGUF

2-bit quantization - 2 bit quantization glm 5 3 flash macbook pro a shallow open tray with one block resting inside it

2-Bit Quantization Puts GLM-5.3-Flash on a Laptop. The Arithmetic Says Which One

2-bit quantization is the only reason a 320-billion-parameter model appears in the same sentence as a laptop. Z.ai shipped GLM-5.3-Flash in August 2026 under an MIT licence, and within days the community had squeezed the full-precision checkpoint from 641.64 GB down to 108.72 GB. The headlines that followed said the same thing in different words: […]

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workbuddy hy4 preview work and coding tasks a solid briefcase

Hy4 preview Is Now Available on WorkBuddy for Work and Coding Tasks

Tencent’s 770B open-weight Hy4 preview is now selectable inside WorkBuddy, the company’s desktop AI agent for office and coding work, and it is free there until 10 September 2026. This piece covers what the integration changes for daily work, how the model switch works and what it is recommended for, the 163-expert blind test that Tencent ran inside WorkBuddy against GLM 5.3 and Kimi K3, the benchmarks that matter for work and coding tasks, the quota and reasoning-time caveats, the API and local GGUF routes for teams that would rather not use the app, and how WorkBuddy compares with Claude Cowork.

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