Inference Optimization

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Domain-Specific Small Language Models (Manning)

 🎯Fine-tuning
i-programmer.info·

DiffusionGemma: 4x Faster Text Generation

 🎯Fine-tuning  Content type: News  Content type: Blog

TFLite Edge Model Quantizer Snippet

 🤖AI

Ideogram4 GGUF is out!

 Gemini

Joint Structural Pruning and Mixed-Precision Quantization for LLM Compression

 🤖LLM  Content type: Academic
arxiv.org·

KaiFelixBennett/gemma4-turboquant-rdna4: Run Gemma-4-31B at full 256K context on a $1,400 AMD RDNA4 GPU (gfx1201): TurboQuant KV cache + HIP-graph-safe Flash-Attention for llama.cpp, fully measured on real hardware.

 🦙Llama  Content type: Code
github.com··Hacker News

OpenCV Introduces New DNN Inference Engine

 👁️Computer Vision
i-programmer.info·

OpenCV 5 Is Here: The Biggest Leap in Years for Computer Vision

 👁️Computer Vision

Apple WWDC On-Device AI Deep Dive - Google Docs

 🤖AI
gist.is··Hacker News

For Robotaxis, Safety Must Be Built In, Not Bolted On

 ✍️Prompt Engineering  Content type: Blog
blogs.nvidia.com·

Google releases Gemma 4 QAT models for local AI on enterprise laptops

 🧠OpenAI
4sysops.com·

Two Leaps to 1000 Tokens/s on a 1T-Parameter Model: On Inference Systems, Execution Boundaries, and Co-Design

 🤖Agent  Content type: Blog
tilert.ai··Hacker News

A system programmer’s guide to LLM inference

 🤖LLM  Content type: Blog

Quality Is Not a Safety Proxy Under Quantization

 🎯Fine-tuning  Content type: Academic
arxiv.org·

How to Run Gemma 4 12B Locally - The Best AI For Consumer Laptops

 🤖LLM  Content type: Video
youtube.com·

Add in-memory patching for alignments · OHF-Voice/piper1-gpl@002729a

 🔓Open Source  Content type: Code
github.com·

Token4Token — pay-per-token inference on Gnosis + Swarm

 🤖LLM

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

 🦙Llama  Content type: News
decrypt.co··Hacker News

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

 🪟Context Windows  Content type: Blog
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