Create Self-Instruct Data Sets: for Synthetic Self-Instruct (ChatGPT) fine-tuning of LLMs Published 2023-04-09 Download video MP4 360p Download video MP4 720p Recommendations 27:21 Self-instruct fine-tuning of LLMs (Alpaca) : The Introduction 22:45 Autonomous AI Agents - why YOU should be building them... and HOW. 1:22:46 Fine-Tuning Your Own Llama 2 Model 25:09 Q: How to create an Instruction Dataset for Fine-tuning my LLM? 15:30 Confused which Transformer Architecture to use? BERT, GPT-3, T5, Chat GPT? Encoder Decoder Explained 35:00 The inner workings of LLMs explained - VISUALIZE the self-attention mechanism 53:22 DSPy explained: No more LangChain PROMPT Templates 1:03:54 Instruction Fine-Tuning and In-Context Learning of LLM (w/ Symbols) 35:11 Anyone can Fine Tune LLMs using LLaMA Factory: End-to-End Tutorial 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 19:17 Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA 09:11 Pretraining vs Fine-tuning vs In-context Learning of LLM (GPT-x) EXPLAINED | Ultimate Guide ($) 59:53 Efficient Fine-Tuning for Llama-v2-7b on a Single GPU 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) 25:10 The ALPACA Code explained: Self-instruct fine-tuning of LLMs 22:18 Supercharge Your Coding Skills: Fine-Tuning CODE LLMs 17:50 ChatGPT for Scientific Research: How to use AI as a Partner in Your Research 59:35 Building with Instruction-Tuned LLMs: A Step-by-Step Guide 09:34 How to make a custom dataset like Alpaca7B 26:42 How to Fine-tune T5 and Flan-T5 LLM models: The Difference is? #theory Similar videos 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 10:41 How to Fine-Tune and Train LLMs With Your Own Data EASILY and FAST- GPT-LLM-Trainer 16:05 How to Fine-tune a ChatGPT 3.5 Turbo Model - Step by Step Guide 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 17:11 How to Create Custom Datasets To Train Llama-2 19:50 Stanford's new ALPACA 7B LLM explained - Fine-tune code and data set for DIY 06:29 Fine-Tune ChatGPT For Your Exact Use Case 09:44 Fine Tune LLaMA 2 In FIVE MINUTES! - "Perform 10x Better For My Use Case" 12:17 How To Create Custom GPTs - Build your own ChatGPT 15:22 Prepare Fine-tuning Datasets with Open Source LLMs 17:42 Train ChatGPT On Your Data (Easy Method) 15:57 Fine Tuning GPT-3.5-Turbo - Comprehensive Guide with Code Walkthrough 24:47 Fine-Tuning GPT-3.5 on Custom Dataset: A Step-by-Step Guide | Code 22:28 Self Instruct: Aligning Language Model with Self Generated Instructions More results