Inference Cost

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The Bill Arrives: How to Manage Agentic AI Costs at Scale

 ⚙️MLOps  Content type: Blog
cockroachlabs.com·

Google’s DiffusionGemma is 4x faster than its other Gemma models

 🎮GPU Computing
thenewstack.io·

Running Qwen 35B MoE at 450k Context on a Single 32GB GPU

 🧠Inference Engineering

Why I care so much about energy per token

 🚀Speculative Decoding  Content type: Blog
ziraph.com··Hacker News

146th airhacks tv: Rust, Java 25, AI Agents, BCE, Web Components, zunit, zb

 🗜️Quantization  Content type: Blog
adambien.blog·

MiMo-v2.5-Pro-UltraSpeed: 1T model with 1000 TPS

 🚀Speculative Decoding  Content type: Blog

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

 🗜️Quantization  Content type: News  Content type: Blog
blog.google··Hacker News

Akash Systems brings diamond cooling to AI infrastructure

 🎮GPU Computing
siliconangle.com·

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.

 💾KV Cache  Content type: Code
github.com··Hacker News

What's in the Box? A Field Guide to AI Models

 🧠Inference Engineering  Content type: Blog
iankduncan.com·

CoreML vs TFLite: iPhone 15 Pro GPU 2.3x Faster

 🚀Model Serving  Content type: Blog  Content type: Discussion
tildalice.io·

Trainable Smooth-Rotation Transforms with Learned Channel Scales for LLM Quantization

 🗜️Quantization  Content type: Academic
arxiv.org·

On-device AI is a margin decision

 🧠Inference Engineering  Content type: Blog
ziraph.com··Hacker News

China's Xiaomi MiMo Is Now 15X Faster Than ChatGPT and Claude (4 minute read)

 🚀Speculative Decoding  Content type: News
decrypt.co·

LLM Inference Engineering Room — Part 3: The Orchestration Layer

 🧠Inference Engineering  Content type: Blog

Autonomous AI worm uses local models to exploit networks and repair its own code

 ⚙️ML Compilers
4sysops.com·

Cohere open-sources a coding agent that runs on a single H100

 🎮GPU Computing
venturebeat.com·

Xiaomi MiMo-V2.5-Pro Just Hit 1,000 Tokens Per Second!

 🚀Speculative Decoding
gizchina.com·

The latest Gemma 4 models use a training trick to slash their on-device memory footprint

 🗜️Quantization
androidauthority.com·

Google Shrank Gemma 4 by 72% and Unsloth Fixed the 4-Bit Bug Nobody Else Caught on One 4090, and 4-Bit Shouldn’t Be This Good

 🧠Inference Engineering  Content type: Blog
towardsai.net·

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