💾 KV Cache - buckman · Scour

huawei-csl/KVarN: KVarN is a native vLLM KV-cache quantization backend for your agents: 3-5x more context, throughput above FP16, and FP16-level accuracy. Calibration-free, one flag.

⚡Inference Code

github.com··Hacker News

Less-relevant results

Report: GKE Inference Gateway delivers up to 92% faster AI responses

☁️GCP Blog

cloud.google.com··Hacker News

How to Tune llama.cpp --n-gpu-layers: A Practical VRAM Guide (2026)

🖥️Local AI Blog

Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency

🔓Open Source AI News Blog

blog.google··Hacker News

KVarN, Cost.dev, headroom — the week the agent runtime bill got itemized

🤖AI Inference Blog

DeepSeek V4, LeCun's Bet Against LLMs, and Lovable's Self-Improving Agent - The Tokenizer Edition #30

newsletter.artofsaience.com·

FOD#155: Continual Learning in LLMs: Why AI Models Need Sleep

🤖Large Language Models

turingpost.com·

KV cache quantization: what FP8/INT8 K and V actually buy you, and where they break

⚡Quantization Blog

shoo99/paper-rag: A private, fully-local RAG over your own PDFs: BGE-M3 + embedded Qdrant + a local LLM via Ollama. ~150 lines, nothing leaves your machine.

🤖Large Language Models Code

github.com··DEV

Why most LLM VRAM calculators are wrong on modern models (and an open-source MIT fix)

🔓Open Source AI Blog

How to Tune --n-gpu-layers for Your VRAM Budget

📊Compute Markets Blog

LLM Research Papers: The 2026 List (January to May)

🤖AI News

magazine.sebastianraschka.com

··Hacker News

Stateful Swarms: How Persistent Memory Beats Traditional Agent Architectures

📊Compute Markets News

artificialintelligencemadesimple.com·

Why Self-Hosted Claude Code Was 15 Slower Than It Should Be

🧠LLMs Blog

I Benchmarked 3 Local LLMs on My Laptop — Here's What the Numbers Actually Show

🧠LLM Blog

The Hidden Contract of Mastery: Why Complexity Is Yours to Absorb

📊ML Research Blog

Hello, dev.to — I'm Victor: 10+ years full-stack, two CTO runs, now solo and writing in the open

🤖Large Language Models Blog

How Automating RAG Memory Tests with ChromaDB Quadrupled Our Bug Discovery Rate

🧠LLM Reasoning Blog

Your Copilot Just Got a Local Brain

🤖AI Blog

Headroom: Cut Your LLM Token Usage by Up to 95% Without Changing Your Answers

🔧MCP Blog

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