Saptak Sen: Writing

Fine-Tuning Small LLMs on a Desktop - Series Overview

Jul 25, 2025

llm, fine-tuning, docker, unsloth, production, overview, tutorial-series

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Fine-Tuning Small LLMs on a Desktop - Part 6: Production, Monitoring, and Scaling

Jul 25, 2025

llm, production, monitoring, scaling, security, optimization, devops

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Fine-Tuning Small LLMs on a Desktop - Part 5: Deployment with Ollama and Docker

Jul 25, 2025

llm, deployment, ollama, docker, gguf, api, streamlit, production

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Fine-Tuning Small LLMs on a Desktop - Part 4: Evaluation and Testing

Jul 25, 2025

llm, evaluation, testing, metrics, benchmarking, validation

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Fine-Tuning Small LLMs on a Desktop - Part 3: Fine-Tuning with Unsloth

Jul 25, 2025

llm, fine-tuning, unsloth, training, lora, qlora, huggingface

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Fine-Tuning Small LLMs on your Desktop - Part 2: Data Preparation and Model Selection

Jul 25, 2025

llm, fine-tuning, data-preparation, model-selection, datasets, unsloth

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Fine-Tuning Small LLMs on a Desktop - Part 1: Setup and Environment

Jul 25, 2025

llm, fine-tuning, docker, docker-model-runner, setup, environment

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Context Engineering for AI Workloads: The Evolution Beyond Prompt Engineering

Discover how Context Engineering is revolutionizing AI development by moving beyond simple prompts to architecting comprehensive information ecosystems that enabl...

Jul 23, 2025

context-engineering, prompt-engineering, RAG, multi-agent-systems, AI-architecture

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Building Effective AI Testing Frameworks: Best Practices for Implementing Evals

Learn how to build robust AI evaluation frameworks that ensure reliable performance, catch errors early, and scale with your applications. This comprehensive guid...

May 13, 2025

evals, ai-testing, llm-evaluation, testing-pyramid, categorical-evaluation

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Google ADK Masterclass Part 9: Sequential Workflows

May 10, 2025

google-adk, ai-agents, sequential-workflows, pipelines, step-by-step-execution

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