LLMOps

LLM operations, model deployment, ML lifecycle, LLMOps

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Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

 💻AI Engineering

Your AI agent reads the fine print: building a RAG pipeline over EU regulations with Elasticsearch and OGX

 💻AI Engineering  Content type: Blog
elastic.co·

The Containment Gap: How Deployed Agentic AI Frameworks Fail Public-Facing Safety Requirements

 🤖AI Agents  Content type: Academic
arxiv.org·

PagedAttention vs Traditional KV Cache: How vLLM Reinvented GPU Memory for LLM Inference

 🌐Open Source AI  Content type: Blog
medium.com
·

Mi50 32GB / GFX906 - vLLM Qwen 3.5 Configuration for Qwen 3.5:9B AWQ-4bit

 🌐Open Source AI

SmithDB

 🤖AI Agents  Content type: News

Systematic research with LangChain's Deep Agents framework and Elasticsearch

 🤖AI Agents  Content type: Blog
elastic.co·

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

 🌐Open Source AI
t4t.eth.link··Hacker News

For whom the door-bell tolls

 💻AI Engineering
ceph.io·

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

 🌐Open Source AI

Location: Lubbock, TX, USA Remote: Yes (Remote-friendly, US-based) Technologies:...

 📚RAG  Content type: Discussion

massimo92/spark: CLI tool for serving LLMs with vLLM on NVIDIA DGX Spark. One file, zero friction.

 🌐Open Source AI  Content type: Code
github.com··Hacker News

Kimi K2.7-Code cuts thinking tokens 30% — but practitioners say the benchmarks don't check out

 💻AI Engineering
venturebeat.com·

Build a local voice agent with Red Hat OpenShift AI

 🤖AI Agents
developers.redhat.com·

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

 🌐Open Source AI  Content type: Academic
arxiv.org·

CommBench: Can LLMs Write Correct and Efficient GPU Communication Code?

 💻AI Engineering

DiffusionGemma: The Developer Guide- Google Developers Blog

 🌐Open Source AI  Content type: Blog

How to Build an Agentic RAG with RubyLLM and Rails

 💻AI Engineering  Content type: Blog
panasiti.me··Hacker News

Youssof Altoukhi (@Youssofal_)

 🌐Open Source AI
xcancel.com··r/LocalLLaMA

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

 🌐Open Source AI  Content type: News
latent.space
·
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