📉 Quantization

Model Compression, INT8, Inference Optimization, Edge Deployment, GGUF

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Scoured 122495 posts in 1.06 s
EyesOff: Why Some Models Quantize Better Than Others
ym2132.github.io·20h·
Discuss: Hacker News
🔥PyTorch
LoRA-Squeeze: Simple and Effective Post-Tuning and In-Tuning Compression of LoRA Modules
arxiv.org·14h
🔧MLOps
ROCKET: Rapid Optimization via Calibration-guided Knapsack Enhanced Truncation for Efficient Model Compression
arxiv.org·14h
🔧MLOps
Geolm/lite_encoding: C99 header-only small (300 LOC) adaptive entropy encoding library
github.com·9h·
Discuss: r/C_Programming
🔧MLOps
mradermacher/Qwen3-Coder-Next-REAM-GGUF
huggingface.co·9h·
Discuss: r/LocalLLaMA
🔧MLOps
Explanation of Microgpt Line by Line
github.com·2h·
Discuss: Hacker News
🔧MLOps
Wavelet Meets Adam: Compressing Gradients for Memory-Efficient Training
chipublib.idm.oclc.org·1d
🏗️Neural Architecture
AI Inference Needs A Mix-And-Match Memory Strategy
semiengineering.com·11h
⚡GPU Computing
What I’m Learning in Data Structures: The Algorithm Behind Compression (bzip, etc.)
dev.to·19h·
Discuss: DEV
🎯Object Detection
Large Language Models for Mortals book
andrewpwheeler.com·1d
🔧MLOps
Show HN: A segmentation model client-side via WASM
qtoolkit.dev·6h·
Discuss: Hacker News
🎯Object Detection
Architectural and Mathematical Foundations of Machine Learning: A Rigorous Synthesis of Theory, Geometry, and Implementation
chizkidd.github.io·1d·
Discuss: Hacker News
🔥PyTorch
Microgpt.py
gist.github.com·21h·
Discuss: Hacker News, Hacker News
🔧MLOps
Decoupling Monolithic APIs for Mobile Teams in 2026
indiit.com·8h·
Discuss: DEV
🔧MLOps
How Andrej Karpathy Built a Working Transformer in 243 Lines of Code
analyticsvidhya.com·5h
🔥PyTorch
Building Practical MLOps for a Personal ML Project
kdnuggets.com·4h
🔧MLOps
Zero State Architecture deep dive
news.ycombinator.com·1h·
Discuss: Hacker News
🔧MLOps
Show HN: Latent-k – Persistent dependency map to reduce AI coding token usage
latentk.org·1d·
Discuss: Hacker News
🔧MLOps
The 4 Mixture of Experts Architectures: How to Train 100B Models at 10B Cost
pub.towardsai.net
·6h
🏗️Neural Architecture
Introducing Dedicated Container Inference: Delivering 2.6x faster inference for custom AI models
together.ai·19h
🔧MLOps

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