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Small Language NLP for Developers

Name: Small Language NLP for Developers
Brand: Independently published
SKU: 50608291
Price: 14.07 EUR
Availability: InStock
Author: Aaron Blake
ISBN: 9798274878623

Step-by-Step Techniques for Tiny Transformers, Fast Inference, and Agentic AI Pipelines

Aaron Blake

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 50608291

Nakladateľstvo Independently published, november 2025

Are you tired of sluggish AI models that rely on the cloud and heavy GPUs? Small Language NLP for De... Celý popis

Libristo kód: 50608291

34 b

14.07 €

Skladom u dodávateľa Odosielame za 9-15 dní

30 dní na vrátenie tovaru

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.