Complete Guide to Local LLM Quantization: How to Choose GGUF
Compare GGUF quantization types: q4_0 to q8_0, K-quants. Learn performance, quality, memory trade-offs and optimal choices for each use case.
Compare GGUF quantization types: q4_0 to q8_0, K-quants. Learn performance, quality, memory trade-offs and optimal choices for each use case.
Logitech has announced the "Mobi Fold," a folding wireless mouse. When folded, it becomes a compact 21mm thick device that fits in a pocket. It achieves approximately one month of battery life on a full charge.
EFF kicks off Season 2 of its digital rights Q&A for the LGBTQ+ community for Pride Month, offering practical advice on online privacy—from choosing photos on dating apps to staying safe during protests.
Former Signal developers, Harvard, and Microsoft Research released "Encrypted Spaces" preview, enabling end-to-end encrypted complex collaboration like Slack/Discord.
A case study on resolving Samsung Galaxy S25+ overheating by changing one background app setting. A practical solution for users struggling with device temperature spikes.
Chinese foundry Yuexin Semiconductor files for IPO. Rapid sales growth but accumulated losses exceed 10 billion yuan; gross margin of main business is negative. High R&D costs fail to monetize, posing profitability challenges.
The image generation model HiDream-O1-Image-1.5, released by HiDream.ai, has secured second place globally on the Artificial Analysis Text to Image Leaderboard, trailing only OpenAI and surpassing models from Google and NVIDIA.
Juno Computers announces 2026 Juno Tab 4: two models with Intel Core i3-N300 and Core Ultra 5 115U, up to 1TB storage, 500nit display.
An article explaining why static typing in programming languages regained attention in the late 2010s using a shovel metaphor is generating discussion.
Framework Computer delays Laptop 13 Pro shipments to late July after pre-production testing reveals haptic touchpad electrical issues and display initialization problems.
Visa integrates its payment network with OpenAI's ChatGPT, allowing AI agents to autonomously search for and complete purchases on behalf of users.
In Taylor, Texas, 87 acres donated by a farmer as a park in 1999 were resold to a data center developer for $10 million in 2025. Residents are pushing back against the city's disregard of the deed’s conditions, taking the case to an appeals court.
With the reauthorization deadline for FISA Section 702 looming, EFF demands a warrant for FBI's warrantless searches of Americans' communications. A no-compromise stance.
The open-source VCR-style media player "240-MP" runs on Raspberry Pi, enabling file playback on CRT TVs with a text-based UI.
A critical vulnerability found in "Cannabis Club Systems," software for Spanish cannabis clubs, leaves nearly 1 million photo IDs unprotected on a public URL with no password.
A management scholar presents a theoretical reconstruction against the argument that "AI makes organizations unnecessary," proposing a growth model based on uneven AI penetration across technical, managerial, and institutional layers and resource versatility.
The GGUF format is the standard file format for running local LLMs. This article provides a practical explanation of model selection criteria from the perspectives of quantization and compatibility.
TSMC begins industry's largest manufacturing capacity expansion. Simultaneously ramping N2 process at five fabs, boosting CoWoS and SoIC packaging capabilities to meet AI accelerator demand.
Cloudflare adds new feature to AI Gateway. Enables setting monthly usage limits per user or app even under shared API keys, preventing AI cost runaway.
Personal blog "Wandering Thoughts" blocked high-frequency crawlers for LLM training, inadvertently affecting feed readers like Inoreader and Feedly. User-Agent spoofing and difficulties in crawler identification highlighted.