💻 Local LLMs

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

Song recommendations with F# free monads
blog.ploeh.dk·1d
🔗Functional Compilers
Fine-Tuning and Deploying GPT Models Using Hugging Face Transformers
blog.jetbrains.com·1d
🤖Grammar Induction
Show HN: SecretMemoryLocker – File Encryption Without Static Passwords
github.com·1d·
Discuss: Hacker News
🔐Archive Encryption
Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages
arxiv.org·14h
💻Programming languages
Tips for Building Machine Learning Models That Are Actually Useful
kdnuggets.com·4h
⚡Incremental Computation
Invisible Filters: Cultural Bias in Hiring Evaluations Using Large Language Models
arxiv.org·14h
🌍Cultural Algorithms
MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning
arxiv.org·14h
🌀Hyperbolic Geometry
A Review of Developmental Interpretability in Large Language Models
arxiv.org·1d
🤖Grammar Induction
Does GPT-4 surpass human performance in linguistic pragmatics?
arxiv.org·14h
🎙️Whisper
LingVarBench: Benchmarking LLM for Automated Named Entity Recognition in Structured Synthetic Spoken Transcriptions
arxiv.org·1d
⚙️Compression Benchmarking
KG-o1: Enhancing Multi-hop Question Answering in Large Language Models via Knowledge Graph Integration
arxiv.org·1d
🔗Constraint Handling
Proximal Supervised Fine-Tuning
arxiv.org·14h
📊Quantization
Evaluating Long-Term Conversational Memory of LLM Agents
arxiv.org·1d·
Discuss: Hacker News
📝ABNF Parsing
QueryBandits for Hallucination Mitigation: Exploiting Semantic Features for No-Regret Rewriting
arxiv.org·14h
🌀Brotli Internals
Interpretable Early Failure Detection via Machine Learning and Trace Checking-based Monitoring
arxiv.org·14h
🔧Hardware Verification
E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-Optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation
arxiv.org·14h
🧠Machine Learning
Disentangling Polysemantic Neurons with a Null-Calibrated Polysemanticity Index and Causal Patch Interventions
arxiv.org·14h
🔍Vector Forensics
Feature-Refined Unsupervised Model for Loanword Detection
arxiv.org·14h
📏Manuscript Metrics
Deep Dive: OpenAI's GPT-OSS
dev.to·3d·
Discuss: DEV
📊Quantization
Meta-R1: Empowering Large Reasoning Models with Metacognition
arxiv.org·14h
🧠Intelligence Compression