#optimization

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Oct 20, 2025/26 mins read
NanoChatTechnical Deep DivesPart 4/13
KV Caching Deep-Dive: Memory-Efficient Transformer Inference
Oct 17, 2025/20 mins read
NanoChatTechnical Deep DivesPart 3/13
Distributed Muon: Custom Gradient Synchronization for Memory-Efficient Training
Oct 15, 2025/21 mins read
NanoChatTechnical Deep DivesPart 2/13
The Muon Optimizer Explained: Why Orthogonal Gradients Work
Oct 04, 2025/17 mins read
Tiny Language ModelsDeployment & ProductionPart 9/10
Edge Device Deployment: Running Tiny LLMs on Raspberry Pi, Mobile, and IoT
Sep 27, 2025/15 mins read
Tiny Language ModelsTraining & OptimizationPart 7/10
Quantization-Aware Training: INT8/INT4 Models That Maintain Quality
Sep 19, 2025/26 mins read
Tiny Language ModelsFoundations & ArchitecturePart 4/10
Efficient Attention Mechanisms for Tiny Language Models

#optimization

KV Caching Deep-Dive: Memory-Efficient Transformer Inference

Distributed Muon: Custom Gradient Synchronization for Memory-Efficient Training

The Muon Optimizer Explained: Why Orthogonal Gradients Work

Edge Device Deployment: Running Tiny LLMs on Raspberry Pi, Mobile, and IoT

Quantization-Aware Training: INT8/INT4 Models That Maintain Quality

Efficient Attention Mechanisms for Tiny Language Models