Tag: LLMs

Pytorch For Llms Build Gpt From Scratch


Pytorch For Llms: Build Gpt From Scratch
Published 7/2026
Created by Signal Labs
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 29 Lectures ( 1h 36m ) | Size: 520.5 MB
Understand how modern LLMs work by implementing every component of a GPT from scratch.
(more…)

The Essence of LLMs RAG AI Agents [Illustrated] – A Deep Dive in One Book

The Essence of LLMs RAG AI Agents [Illustrated] – A Deep Dive in One Book | 32.89 MB

Title: The Essence of LLMs RAG AI Agents [Illustrated] – A Deep Dive in One Book
Author: Sakurai, Yutaka
Category: Nonfiction, Computers, Database Management, Information Storage & Retrievel, Advanced Computing, Natural Language Processing, Artificial Intelligence
Language: English | 560 Pages | ISBN: 9781835080382

(more…)

Rearchitecting LLMs (MEAP 05)

Rearchitecting LLMs (MEAP 05) | 13.42 MB

Title: Rearchitecting LLMs (MEAP 05)
Author: Pere Martra
Category: Nonfiction, Computers, Advanced Computing, Natural Language Processing, Artificial Intelligence, Science & Nature, Mathematics
Language: English | 268 Pages | ISBN: 9781804616383

(more…)

Fine-Tune & Deploy Llms With Qlora On Sagemaker + Streamlit


Fine-Tune & Deploy Llms With Qlora On Sagemaker + Streamlit
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.56 GB | Duration: 7h 12m
Master QLoRA Math, Mixed Precision Training, Double Quantization, Lambda functions, API Gateway & Streamlit deployment
What you’ll learn
Train/Fine Tune LLMs in AWS Sagemaker using QLoRA and advanced 4-bit quantization on your own dataset
Create an interactive Streamlit app to deploy your fine tuned LLM with Sagemaker, Lambda Functions, and API Gateway
Master QLoRA fine-tuning – including adapter injection, memory optimization, parameter freezing, and the mathematics behind it
Leverage bfloat16 compute types for faster and more efficient training on modern GPUs
Understand mixed precision training with qLoRA in Sagemaker
Use Parameter Efficient Fine Tuning(PEFT) to dynamically find and inject LoRA layers
Understand the entire low-level fine-tuning pipeline – from raw dataset to trained model
Use double quantization and nf4 precision to compress models without losing performance

(more…)

LLMs in Enterprise Design strategies, patterns, and best practices for large language model devel…

LLMs in Enterprise Design strategies, patterns, and best practices for large language model development, Final Release | 6.49 MB

Title: LLMs in Enterprise
Author: Ahmed Menshawy, Mahmoud Fahmy
Category: Nonfiction, Computers, Advanced Computing, Engineering, Neural Networks, Natural Language Processing, Application Software, Business Software
Language: English | 459 Pages | ISBN: 9781836203063

(more…)

Model Context Protocol for LLMs Build secure, scalable, and context-aware AI agents using a stand…

Model Context Protocol for LLMs Build secure, scalable, and context-aware AI agents using a standardized protocol | 14.07 MB

Title: Model Context Protocol for LLMs
Author: Naveen Krishnan;
Category: Nonfiction, Computers, Advanced Computing, Theory, Programming, Systems Analysis
Language: English | 438 Pages | ISBN: 9781806662265

(more…)