DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%

DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.
XDA Developers on MSN

I quantized a local LLM on my home server and ditched cloud AI for smart home control entirely

My Proxmox node now powers my entire smart home without touching a single cloud service ...
GitHub

A fast, lightweight text editor for Markdown, JSON, YAML, and TOML files. Built with Rust and egui for a native, responsive experience.

We've addressed this through code signing, build profile adjustments (disabled symbol stripping, speed optimization), and reporting to Microsoft's Security Intelligence portal. Ferrite does NOT access ...
GitHub

alistaitsacle/free-llm-api-keys

We run a small daily AI API grant from spare production-grade API capacity. Each day, we share a few private 24h API keys with builders on X. Follow daily grants: @getkeyway on X Latest grant post: ...