Overview

Are you tired of sluggish AI models that rely on the cloud and heavy GPUs? Small Language NLP for Developers is your hands-on guide to building lightweight, low-latency NLP models that run efficiently on your laptop, Raspberry Pi, or mobile device. 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 Each chapter delivers real-world examples and ready-to-run code, guiding you from environment setup to fully functioning NLP pipelines. Transform your AI projects with fast, efficient, and private NLP models-no cloud required. Perfect for developers, ML engineers, and AI enthusiasts looking to run powerful AI locally.

Full Product Details

9798274878623

Table of Contents

Reviews

Author Information

Tab Content 6

Countries Available