💻 Local LLMs

Model Quantization, Inference Optimization, GGUF Format, Privacy-preserving AI

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage
arxiv.org·11h
🤖Grammar Induction
Deep Think with Confidence
arxiviq.substack.com·2d·
Discuss: Substack
🧠Intelligence Compression
vLLM on x86: Because Not Everyone Can Afford a GPU Cluster
dev.to·4h·
Discuss: DEV
⚡Homebrew CPUs
LLM System Design and Model Selection
oreilly.com·5h
🏴󠁧󠁢󠁳󠁣󠁴󠁿Scottish Computing
Block unsafe prompts targeting your LLM endpoints with Firewall for AI
blog.cloudflare.com·1h
🛡️CLI Security
Local LLMs and Ollama
groveronline.com·7h
🕸️WASM Archives
Learning ON Large Datasets Using Bit-String Trees
arxiv.org·11h
🗂️Vector Databases
Paradigms of Intelligence Team
github.com·2h·
Discuss: Hacker News
🔲Cellular Automata
Paying attention to feature distribution alignment (pun intended)
alexshtf.github.io·1d·
Discuss: Hacker News
📐Linear Algebra
Show HN: SecretMemoryLocker – File Encryption Without Static Passwords
news.ycombinator.com·22h·
Discuss: Hacker News
🔐Archive Encryption
LLM Monitoring and Observability: Hands-on with Langfuse
towardsdatascience.com·17h
👁️System Observability
Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning
arxiv.org·11h
🕸️Graph Embeddings
Quantifying Sycophancy as Deviations from Bayesian Rationality in LLMs
arxiv.org·11h
🧠Intelligence Compression
So you want to use SLMs. Can you handle them?
unionailoop.substack.com·2h·
Discuss: Substack
⚙️Batch Processing
Convergence and Generalization of Anti-Regularization for Parametric Models
arxiv.org·11h
🧠Machine Learning
Notes on Autograd
aschrein.github.io·20h·
Discuss: Hacker News
⚡Incremental Computation
The MLOps Maturity Playbook: Practical Steps to Production-Ready ML
blog.devops.dev·1d
🔄Reproducible Builds
ALAS: Autonomous Learning Agent for Self-Updating Language Models
arxiv.org·1d
🔗Monadic Parsing
Tinker with LLMs in the privacy of your own home using Llama.cpp
theregister.com·2d·
Discuss: Hacker News
⚡Homebrew CPUs
Large Language Model-Based Automatic Formulation for Stochastic Optimization Models
arxiv.org·11h
🧠Machine Learning