Data Substrate Versus Vector Db Rag

If you've tried to point a local model — Qwen, a quantized Llama, whatever fits on your GPU — at a...

Agentic coding on a Strix Halo laptop with Qwen3.8-27B and Flash-Next, the LlamaStash and Pi setup behind it, and the tuning

Ran Qwen 3.8 27B 4-bit quantization benchmarks on RTX 4090 and M-series Mac for local AI agents. Don't fall for 1-bit — here's why.

MTP (Multi-Token Prediction) is a technique that lets a language model predict several tokens ahead...

Qwen3.8-Flash-Next

Discover the top 4 permissive open-weight coding models for local developer workstations: Muse Spark 1.2, Qwen3.8-27B, Muse Glimmer, and Qwen3.8-Flash-Next.

Qwen4 still isn’t officially here, but Qwen3.8-Flash-Next gives us something more useful than...

I have always liked RSS because it gives me a easy way to decide for myself which sources I want to...

I spent a weekend benchmarking Qwen2.5 at five sizes — 0.5B, 1.5B, 3B, 7B, 14B — through five real...

I recently completed a project as part of my AI Engineering learning journey: an Agentic RAG AI Agent...