Fine tuning LLMs for Memorization Published 2024-03-04 Download video MP4 360p Download video MP4 720p Recommendations 30:55 Combined Preference and Supervised Fine Tuning with ORPO 51:56 Serve a Custom LLM for Over 100 Customers 51:06 Fine-tune Multi-modal LLaVA Vision and Language Models 06:58 Fine Tuning Mistral v3.0 With Custom Data 59:37 Data Preparation Tips and Tricks 33:26 Fine tuning Optimizations - DoRA, NEFT, LoRA+, Unsloth 1:02:26 The Best Tiny LLMs 59:35 Building with Instruction-Tuned LLMs: A Step-by-Step Guide 1:16:36 Function Calling Datasets, Training and Inference 21:42 In-Context Learning: EXTREME vs Fine-Tuning, RAG 15:40 GraphRAG: LLM-Derived Knowledge Graphs for RAG 1:03:46 How to pick LoRA fine-tuning parameters? 2:36:50 Generative AI Fine Tuning LLM Models Crash Course 1:05:27 Fine-tuning Language Models for Structured Responses with QLoRa 23:32 Master Fine-Tuning Mistral AI Models with Official Mistral-FineTune Package 1:21:01 LLM Fine Tuning Crash Course: 1 Hour End-to-End Guide 14:39 LoRA & QLoRA Fine-tuning Explained In-Depth 49:26 Fine tuning Whisper for Speech Transcription Similar videos 09:28 Unsloth: How to Train LLM 5x Faster and with Less Memory Usage? 09:36 How to Improve your LLM? Find the Best & Cheapest Solution 26:23 Estimate Memory Consumption of LLMs for Inference and Fine-Tuning 09:40 Fine Tuning ChatGPT is a Waste of Your Time 24:20 "okay, but I want Llama 3 for my specific use case" - Here's how 24:58 Top Ten Fine Tuning Tips 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 09:44 Fine Tune LLaMA 2 In FIVE MINUTES! - "Perform 10x Better For My Use Case" 11:38 GaLore EXPLAINED: Memory-Efficient LLM Training by Gradient Low-Rank Projection 58:46 Developing an LLM: Building, Training, Finetuning 13:49 Insights from Finetuning LLMs with Low-Rank Adaptation 59:53 Efficient Fine-Tuning for Llama-v2-7b on a Single GPU 57:50 Training & Fine-Tuning LLMs: Techniques 16:16 Memory in LLM Applications 11:44 QLoRA paper explained (Efficient Finetuning of Quantized LLMs) 14:55 Guanaco 65b LLM: 99% ChatGPT Performance WITH QLoRA Finetuning! 32:55 Part 1-Road To Learn Finetuning LLM With Custom Data-Quantization,LoRA,QLoRA Indepth Intuition More results