Local AI's Quiet Revolution: Smarter Small Models and Sharper Tools

DeepSeek Drops a High-Performance 8B Distilled Model

This is a strategic move, packing the reasoning power of their larger models into a form factor that runs easily on consumer GPUs and Apple Silicon. For builders, this model is a massive leverage point, offering top-tier performance without the infra cost of a 70B+ model.

vLLM Patches Speculative Decoding for MoE Models

Speculative decoding is a key technique for making large MoE models feel responsive, and this PR fixes a critical bug in vLLM's implementation. This is a high-signal update for anyone running a local inference server, as it directly translates to faster tokens-per-second and a snappier user experience.