Building with Instruction-Tuned LLMs: A Step-by-Step Guide Published 2023-05-31 Download video MP4 360p Recommendations 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 59:53 Efficient Fine-Tuning for Llama-v2-7b on a Single GPU 1:17:17 Fine-Tune Llama2 | Step by Step Guide to Customizing Your Own LLM 49:07 [Webinar] LLMs for Evaluating LLMs 46:51 Fine tuning LLMs for Memorization 1:00:05 Open Pretrained Transformers - Susan Zhang | Stanford MLSys #77 59:48 [1hr Talk] Intro to Large Language Models 1:00:38 Reinforcement Learning from Human Feedback: From Zero to chatGPT 1:31:13 A Hackers' Guide to Language Models 13:17 Effective Instruction Tuning: Data & Methods 1:03:54 Instruction Fine-Tuning and In-Context Learning of LLM (w/ Symbols) 56:24 Self-Play by Noam Brown 1:00:49 16 Months of Building AI Agents in 60 Minutes 1:18:36 Instruction finetuning and RLHF lecture (NYU CSCI 2590) 36:58 QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) 20:05 Finetuning Open-Source LLMs Similar videos 01:32 Fine-tuning vs. Instruction-tunning explained in under 2 minutes 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 24:20 "okay, but I want Llama 3 for my specific use case" - Here's how 10:41 How to Fine-Tune and Train LLMs With Your Own Data EASILY and FAST- GPT-LLM-Trainer 2:45:10 Building LLMs from the Ground Up: A 3-hour Coding Workshop 25:09 Q: How to create an Instruction Dataset for Fine-tuning my LLM? 56:45 The guide to building Indic LLMs | Navarasa a finetuned model based on Google's Gemma 00:16 Instruction-Tuning-with-GPT-4/GPT-4-LLM - Gource visualisation 27:21 Self-instruct fine-tuning of LLMs (Alpaca) : The Introduction 1:21:01 LLM Fine Tuning Crash Course: 1 Hour End-to-End Guide 19:44 LLMs: A Journey Through Time and Architecture 08:33 What is Prompt Tuning? 18:28 Fine-tuning Llama 2 on Your Own Dataset | Train an LLM for Your Use Case with QLoRA on a Single GPU 09:44 Fine Tune LLaMA 2 In FIVE MINUTES! - "Perform 10x Better For My Use Case" 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 More results