🌐 Distributed LLM Systems - pleto · Scour

google/gemma-4-31B-it · fix: chat template — null handling, reasoning preservation, turn-tag balance, input validation

🚀LLM serving frameworks

huggingface.co··r/LocalLLaMA

Less-relevant results

Anatomy of a high-performance EP kernel

🔧Systems-level optimizations for LLM serving Blog

fergusfinn.com··Hacker News

[AINews] Open Models, Model Labs vs Agent Labs, and What's Untrainable — Sarah Guo

🧠Large Language Models (LLMs) News

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RKSC: Reasoning-Aware KV Cache Sharing and Confident Early Exit for Multi-Step LLM Inference

🔧Systems-level optimizations for LLM serving Academic

Google's new open-weights model brings image-generation tricks to AI text generation

🧠Large Language Models (LLMs) News

theregister.com·

harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

🔧Systems-level optimizations for LLM serving Code

github.com··Hacker News, r/LLM

For whom the door-bell tolls

🧠Large Language Models (LLMs)

Youssof Altoukhi (@Youssofal_)

🔧Systems-level optimizations for LLM serving

xcancel.com··r/LocalLLaMA

MoQ GGUFs and GSQ: Low-Bit GGUFs Are About to Get Much Better

✨Model optimizations in LLMs News Blog

kaitchup.substack.com··r/LocalLLaMA

AI Serving Platform That Adapts to Your Model

📊AI Performance Profiling Blog

databricks.com·

fix(gateway): fail closed for unknown model auth · openclaw/openclaw@85343ea

🧠Large Language Models (LLMs) Code

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

✨Model optimizations in LLMs News Blog

blog.google··Hacker News

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

⚙️AI Infrastructure Automation Academic

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

🧠Large Language Models (LLMs) Blog

towardsai.net·

GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)

🔢Quantization of LLMs

vettedconsumer.com··Hacker News

Google's new open model DiffusionGemma generates text from noise instead of word by word

🧠Large Language Models (LLMs)

the-decoder.com

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Build a local voice agent with Red Hat OpenShift AI

🧠Large Language Models (LLMs)

developers.redhat.com·

NetX-lab/Frontier: Frontier: A Discrete-Event Simulator for Modern LLM Serving

🔧Systems-level optimizations for LLM serving Code

github.com··Hacker News

Unwritten SWE laws ⚖️, being good at research 🔬, building faster websites ⚡️

🧠Large Language Models (LLMs)

Beyond Per-Token Pricing: A Concurrency-Aware Methodology for LLM Infrastructure Cost Estimation

📊AI Performance Profiling Academic

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