💻 Local LLMs

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

LLMs and reinforcement learning
sicpers.info·1d
⚔️Lean Tactics
Is GRPO Broken?
neelsomaniblog.com·11h·
Discuss: Hacker News
🧮Kolmogorov Bounds
[R] DeepSeek 3.2's sparse attention mechanism
reddit.com·1d·
Discuss: r/MachineLearning
🌀Brotli Internals
h1: Bootstrapping LLMs to Reason over Longer Horizons via Reinforcement Learning
arxiv.org·2d·
Discuss: Hacker News
✓Automated Theorem Proving
Latency vs. Accuracy for LLM Apps — How to Choose and How a Memory Layer Lets You Win Both
dev.to·4d·
Discuss: DEV
⚡Performance Mythology
Graph-based LLM over Semi-Structured Population Data for Dynamic Policy Response
arxiv.org·3d
🔗Constraint Handling
Quantum Agents: The Algorithmic Alchemists Reshaping Discovery
dev.to·2h·
Discuss: DEV
⚛️Quantum Algorithms
H1B-KV: Hybrid One-Bit Caches for Memory-Efficient Large Language Model Inference
arxiv.org·3d
💨Cache Optimization
Less Is More: Recursive Reasoning with Tiny Networks
github.com·2d·
Discuss: Hacker News
📊Quantization
Active Confusion Expression in Large Language Models: Leveraging World Models toward Better Social Reasoning
arxiv.org·1d
🧮Prolog Parsing
Automated Fault Isolation & Healing in Linear Control Systems via Multi-Modal Data Fusion & Reinforcement Learning
dev.to·6h·
Discuss: DEV
🛡️Error Boundaries
ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization
arxiv.org·3d
🧠Machine Learning
LinVideo: A Post-Training Framework towards O(n) Attention in Efficient Video Generation
arxiv.org·1d
🧠Learned Codecs
VideoNorms: Benchmarking Cultural Awareness of Video Language Models
arxiv.org·1d
📊Learned Metrics
ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall
arxiv.org·1d
✨Effect Handlers
Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
arxiv.org·4d
🧮SMT Solvers
Off-Trajectory Reasoning: Can LLMs Collaborate on Reasoning Trajectory?
arxiv.org·2d
📏Linear Logic
MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models
arxiv.org·2d
🧠Intelligence Compression
Stress-Testing Model Specs Reveals Character Differences among Language Models
arxiv.org·1d
📋Document Grammar
Effective and Stealthy One-Shot Jailbreaks on Deployed Mobile Vision-Language Agents
arxiv.org·1d
🕵️Vector Smuggling