Alpaca Courses and Certifications

JillianEve

Alpaca Fiber and Textile Traditions - A Conversation with Abby Franquemont

Explore alpaca fiber with expert Abby Franquemont: history, Andean weaving traditions, spinning techniques, and the charming nature of alpacas. Includes live spinning demonstration.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Discover AI

Self-Instruct Fine-Tuning of Large Language Models - Introduction to Alpaca

Master self-instruct fine-tuning techniques for LLMs, focusing on synthetic data generation using ChatGPT/GPT-4 to enhance model performance in specific tasks like summarization and translation.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Discover AI

Stanford ALPACA 7B LLM: Fine-tuning Guide with Code and Datasets

Discover how to fine-tune and implement Stanford's ALPACA 7B language model using LLaMA, exploring practical applications and cost-effective methods for creating custom AI solutions.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Aladdin Persson

Experimenting with Alpaca & LLaMA

Explore Alpaca and LLaMA models in real-time, gaining hands-on experience with cutting-edge language AI technologies and their practical applications.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

Discover AI

The ALPACA Code: Self-Instruct Fine-Tuning of Large Language Models

Dive into the technical implementation of self-instruct fine-tuning for Large Language Models using ALPACA, covering synthetic dataset generation and parallel task optimization.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Albert Bozesan

Can You Make AI Art Directly in Photoshop - Alpaca Plugin Beta Review

Explore Alpaca, a Photoshop plugin for AI-generated art. Learn its features, including image generation, fill, and transfer, with a hands-on demo and practical guide.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Wade McMaster

The Ultimate AI Workflow for Artists Using Alpaca Chroma

Discover a powerful AI workflow using Alpaca Chroma to enhance artistic productivity. Learn interface navigation, image generation, painting techniques, and advanced features to elevate your digital art creation process.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Venelin Valkov

LangChain Models- ChatGPT, Flan Alpaca, OpenAI Embeddings, Prompt Templates & Streaming

Explore LangChain's capabilities with chat models, embeddings, and prompt templates. Learn to enhance responses and stream output for efficient language model integration.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Venelin Valkov

Alpaca & LLaMA - Can it Compete with ChatGPT?

Explore Stanford Alpaca's capabilities, learn inference techniques, and compare its performance to ChatGPT in this step-by-step tutorial on setting up and optimizing the model.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Black Hat

ALPACA - Application Layer Protocol Confusion - Analyzing and Mitigating Cracks in TLS Authentication

Explore TLS vulnerabilities, focusing on application layer protocol confusion attacks and mitigation strategies for enhanced network security.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Venelin Valkov

Fine-Tuning Alpaca- Train Alpaca LoRa for Sentiment Analysis on a Custom Dataset

Learn to fine-tune Llama 7B with Alpaca LoRa on a custom bitcoin sentiment dataset. Covers data preprocessing, model training, and performance analysis for sentiment detection in cryptocurrency tweets.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Aligning Open Language Models - Stanford CS25 Lecture

Explore the evolution of open language models, covering key techniques, datasets, and models like Alpaca and QLoRA. Gain insights into the future of aligning these models for easier use.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Samuel Chan

LangChain and OpenAI Tutorial - Building a Q&A System with Custom Text Data

Learn to build an AI-powered Q&A system using LangChain and OpenAI. Explore text embeddings, vector stores, and agent chaining to create a custom question-answering tool with your own data.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Discover AI

LLM Ecosystem: A Comprehensive Guide to Large Language Models and AI

Dive into the comprehensive world of Large Language Models, from GPT to LLaMA, covering model architectures, fine-tuning techniques, and practical implementation strategies for AI applications.

• YouTube
• 27 minutes
• On-Demand
• Free Video

AI Engineer

Building OpenRouter - From LLM Aggregator to AI Marketplace and Future Vision

Discover the founding story of OpenRouter, the first LLM aggregator that evolved from a Chrome extension to a marketplace serving 400+ models from 60+ providers with future expansion plans.

• YouTube
• 19 minutes
• On-Demand
• Free Video