💻 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·1d
📊Quantization
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No Libraries No Shortcuts: Reasoning LLMs from Scratch with PyTorch — Part 2
pub.towardsai.net
·2d
📏Linear Logic
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From 75% to 99.6%: The Math of LLM Ensembles
shibaprasadb.com·1d·
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·22h·
Discuss: DEV
🔒Privacy Archives
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Guardrails for trust, safety, and ethical development and deployment of Large Language Models (LLM)
arxiv.org·3h
📝ABNF Extensions
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The three types of LLM workloads and how to serve them
modal.com·16h·
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⚙️Batch Processing
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IPAB Workshop - 22/1/26 | IPAB
informatics.ed.ac.uk·22h
🎼Audio Lambda Calculus
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Decoupling the AI Stack: How to Architect a Production-Grade Local LLM System
dev.to·4h·
Discuss: DEV
📏Linear Logic
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The Silent AI Breach: How Data Escapes in Fragments
hackernoon.com·12h
🔓Hacking
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MIT’s new ‘recursive’ framework lets LLMs process 10 million tokens without context rot
venturebeat.com·1d·
Discuss: Hacker News, r/technews
🌀Brotli Internals
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Using Local LLMs to Discover High-Performance Algorithms
towardsdatascience.com·2d
🧮SMT Solvers
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Quiz: How to Integrate Local LLMs With Ollama and Python
realpython.com·20h
⚙️WASM Runtime
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featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
github.com·7h·
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🧠Machine Learning
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Everything Moe
ianbarber.blog·1d·
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🧠Learned Compression
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A Visual Guide to Quantization
newsletter.maartengrootendorst.com·2d
📊Quantization
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AI researchers map models to banish 'demon' persona
theregister.com·1d
🔍Vector Forensics
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Redacting Faces, People, Vehicles, and Plates with Amped Replay Assisted Redaction
blog.ampedsoftware.com·17h
🧪Archive Fuzzing
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Evolution of LLMs use by a programmer
asfaload.com·15h·
Discuss: Hacker News
🧩WASM Components
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As Strong As Your Weakest Parameter: An AI Authorization Bypass
praetorian.com·15h
🎯Threat Hunting
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Ensemble Listening Model (ELM): State-of-the Art Foundation Model Accuracy. A Fraction of the Cost.
ensemblelisteningmodel.com·1d·
Discuss: Hacker News
🎵Audio ML
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