💻 Local LLMs

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

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PRIMAL: Processing-In-Memory Based Low-Rank Adaptation for LLM Inference Accelerator
arxiv.org·15h
📊Quantization
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No Libraries No Shortcuts: Reasoning LLMs from Scratch with PyTorch — Part 2
pub.towardsai.net
·1d
📏Linear Logic
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From 75% to 99.6%: The Math of LLM Ensembles
shibaprasadb.com·12h·
Discuss: Hacker News
🧮Kolmogorov Bounds
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Privacy-Preserving Active Learning for heritage language revitalization programs with zero-trust governance guarantees
dev.to·10h·
Discuss: DEV
🔒Privacy Archives
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The three types of LLM workloads and how to serve them
modal.com·4h·
Discuss: Hacker News
⚙️Batch Processing
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LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems
arxiv.org·15h
🌀Brotli Internals
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IPAB Workshop - 22/1/26 | IPAB
informatics.ed.ac.uk·10h
🎼Audio Lambda Calculus
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Quiz: How to Integrate Local LLMs With Ollama and Python
realpython.com·8h
⚙️WASM Runtime
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Using Local LLMs to Discover High-Performance Algorithms
towardsdatascience.com·2d
🧮SMT Solvers
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Everything Moe
ianbarber.blog·16h·
Discuss: Hacker News
🧠Learned Compression
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A Visual Guide to Quantization
newsletter.maartengrootendorst.com·2d
📊Quantization
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As Strong As Your Weakest Parameter: An AI Authorization Bypass
praetorian.com·4h
🎯Threat Hunting
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Can We Build an NX Bit for LLMs
bogdandeac.com·1d·
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🖥️Modern Terminals
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Redacting Faces, People, Vehicles, and Plates with Amped Replay Assisted Redaction
blog.ampedsoftware.com·5h
🧪Archive Fuzzing
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Evolution of LLMs use by a programmer
asfaload.com·3h·
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🧩WASM Components
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The coming industrialisation of exploit generation with LLMs
dev.to·1d·
Discuss: DEV
⚔️Lean Tactics
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Ensemble Listening Model (ELM): State-of-the Art Foundation Model Accuracy. A Fraction of the Cost.
ensemblelisteningmodel.com·1d·
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🎵Audio ML
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AI researchers map models to banish 'demon' persona
theregister.com·23h
🔍Vector Forensics
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Norm-Preserving Biprojected Abliteration
huggingface.co·2d·
Discuss: Hacker News
📊Quantization
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How Static Analysis Can Expose Personal Data Hidden in Source Code
hackernoon.com·8h
📊Static Analysis
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