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📰 Dev.to · Wayne

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Ansible at Home

Dev.to · Wayne 2mo ago

Ansible at Home

Ansible automation for home environments.

Making Compression a Habit with zstd

Dev.to · Wayne 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago

Making Compression a Habit with zstd

A practical guide to using zstd compression for data processing, log management, and cost-effective file storage in Python and Linux.

Using hf tokenizers in Rust

Dev.to · Wayne 🧠 Large Language Models ⚡ AI Lesson 2mo ago

Using hf tokenizers in Rust

Master Rust tokenizers with Hugging Face's powerful library. Learn to implement text tokenization, encoding/decoding, and work with pretrained models like GPT-2

Setting Up Docker CI for Rust with cargo-dist

Dev.to · Wayne ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago

Setting Up Docker CI for Rust with cargo-dist

How to set up a Docker CI pipeline for Rust using cargo-dist and GitHub Actions, with multi-architecture amd64 and arm64 support using distroless images.

Learnings of the Poor

Dev.to · Wayne 2mo ago

Learnings of the Poor

Practical techniques for optimizing Python code in resource-constrained environments, focusing on memory-efficient patterns like iterators and streaming pipelin

How to Benchmark LLM Inference Performance: TTFT, ITL, and Throughput Metrics

Dev.to · Wayne 🧠 Large Language Models ⚡ AI Lesson 2mo ago

How to Benchmark LLM Inference Performance: TTFT, ITL, and Throughput Metrics

When deploying large language models to production, measuring performance accurately is critical....