#chips

Discover how llama.cpp’s new tensor split & MTP upgrades push local LLMs like Gemma 4 and Qwen 3.8 to 60–70 tokens/sec, unlock multimodal vision‑language and 200k‑token context, and shift AI from cloud to consumer hardware.

Explore the rise of localized AI hardware racks—custom multi‑GPU setups with 200 GB+ VRAM for running LLMs like Qwen, performance insights, and market risks.

Explore how Alibaba’s Qwen 3.6 27B model powers custom autonomous agents, sub‑agents, and MCP tools, revealing the rise of Chinese LLMs in open‑source AI development.

Speed up diffusion language models with ORL and dlmrt: learn how researchers boost token rates up to 7,700 tokens/s without losing quality.

Mixed Qwen 3.8 Flash Next reviews reveal fast inference but coding glitches, sparking debate over speed vs. accuracy and hardware hacks.

Top GitHub repos with the fastest star growth: Folkbench Switch, REA, Pi‑Harness, Project Maya, and SeeCode lead a 7‑day surge in developer tools.

Explore Prism ML’s new Ternary Bonsai 2 LLMs—2B, 4B, 9B models that run fast in browsers with WebGPU. Download now on Hugging Face.

HP unveils the RTX Spark 14‑inch laptop, offering up to 128 GB RAM for $3,832.49 with a 25% coupon, targeting high‑performance AI and mobile workstations.

Explore the latest AI breakthroughs: InclusionAI’s Ling‑3.1‑Flash, Stepfun’s Step‑5‑Preview, China’s 128‑channel BCI trial, and more—plus GPU smuggling insights and cutting‑edge TTS models.

Discover JitLLM’s breakthrough layer‑migration engine and the latest GPU resale trends reshaping AI workloads.