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Small Language NLP for Developers: Step-by-Step Techniques for Tiny Transformers, Fast Inference, and Agentic AI Pipelines
Paperback
Series: Small Language AI, Book 1
Publisher: Independently Published
Published: Nov 17 2025
Pages: 172
Weight: 0.68
Height: 0.37 Width: 7.00 Depth: 10.00
Language: English
Inside, Aaron Blake walks you step-by-step through:
- Quantization & Benchmarking: Deploy 8-bit and 4-bit models for sub-100ms inference
- Model Compression: Use structured/unstructured pruning and LoRA/QLoRA adapters
- On-Device Deployment: Docker, Python pipelines, and CPU-only setups
- LangChain & llama-cpp-python Integration: Build agentic workflows and conversational pipelines
- CI/CD Automation: Convert, test, and release production-ready models
Perfect for developers, ML engineers, and AI enthusiasts looking to run powerful AI locally.
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