Sam Witteveen Courses

LangChain Basics Tutorial - LLMs & Prompt Templates with Colab

3 reviews

Learn to build applications with LLMs using LangChain, covering prompt templates, LLM setup, and chain creation. Gain practical insights through code examples and explore advanced techniques like few-shot prompting.

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

DeepSeek R1 Model - Technical Analysis and Implementation Guide

1 review

Dive into DeepSeek R1's technical architecture, benchmarks, and implementation, with hands-on demonstrations using Colab and practical insights for running distilled versions.

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

Program-Aided Language Models with LangChain

Explore Program-aided Language Models implementation in LangChain, featuring code walkthrough, examples, and practical applications for enhanced language model performance.

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

Trying Out Flan 20B with UL2 - Working in Colab with 8-Bit Inference

Explore Flan-UL2 20B model in Google Colab using 8-bit inference. Learn about zero-shot capabilities, chain-of-thought prompting, and practical applications in various NLP tasks.

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

LangChain Basics Tutorial - Tools and Chains

Explore LangChain's Tools and Chains: utility functions, basic chains, chaining, PAL Math, and API tools. Learn to develop applications using these powerful components.

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

LaMini-LM - Mini Models Maxi Data

Explore LaMini-LM: mini language models trained on diverse, large-scale instruction data. Learn about dataset creation, model training, and practical applications through paper analysis and code demonstrations.

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

Camel + LangChain for Synthetic Data & Market Research

Explore Camel project for synthetic data creation and market research using AI agents. Learn implementation techniques and practical applications through demonstrations and code examples.

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

Fine-Tuning LLMs with PEFT and LoRA

Explore efficient fine-tuning of large language models using PEFT and LoRA techniques, with a focus on practical implementation and uploading to HuggingFace Hub.

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

Testing Starcoder for Reasoning with PAL

Explore StarCoder's reasoning capabilities and compatibility with PAL Chain in LangChain through demonstrations, code examples, and practical tests.

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

StarCoder - The LLM to Make You a Coding Star

Explore StarCoder's advanced code generation capabilities, including continuous coding and gap-filling. Learn about its applications, versions, and impressive 8,000-token sequence length for enhanced coding assistance.

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

LangChain + Retrieval Local LLMs for Retrieval QA - No OpenAI

Explore LangChain for retrieval QA using local language models like Flan T5-XL, FastChat-T5, StableVicuna, and WizardLM, without relying on OpenAI services.

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

Improve Your BabyAGI with LangChain

Enhance your AI development skills by learning to create and optimize BabyAGI using LangChain, with step-by-step code explanations and practical demonstrations.

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

Using LangChain Output Parsers to Get What You Want Out of LLMs

Explore LangChain Output Parsers to enhance LLM results. Learn structured, comma-separated, Pydantic, fixing, and retry parsers for improved model outputs.

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

Investigating the Code Llama Models and Fine-Tuned Alternatives

Explore Code Llama models and fine-tuned alternatives, comparing their capabilities, benchmarks, and recent developments in AI-powered coding assistance.

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

LLaMA2 - What Are the Changes?

Explore the advancements in LLaMA2, including new base models, performance comparisons, and insights into its development and deployment on various platforms.

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