Fine-tuning LLMs with PEFT and LoRA Published 2023-04-24 Download video MP4 360p Download video MP4 720p Recommendations 11:50 StableVicuna: The New King of Open ChatGPTs? 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 17:07 LoRA explained (and a bit about precision and quantization) 08:21 Fine-tune LLMs - Line by line code example 1:00:18 Master CrewAI: Your Ultimate Beginner's Guide! 10:07 Fine-Tuning A LLM For Summarization | Generative AI with Hugging Face | Ingenium Academy 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 20:58 Ollama-Run large language models Locally-Run Llama 2, Code Llama, and other models 20:19 Finetune LLM using lora | Step By Step Guide | peft | transformers | tinyllama 36:58 QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) 12:34 Anthropic's Meta Prompt: A Must-try! 1:19:27 Stanford CS25: V3 I Retrieval Augmented Language Models 09:21 Fine-Tune Language Models with LoRA! OobaBooga Walkthrough and Explanation. 15:07 Local RAG using Ollama and Anything LLM 09:48 Hugging Face + Langchain in 5 mins | Access 200k+ FREE AI models for your AI apps 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 14:36 Fine-tune LLama2 w/ PEFT, LoRA, 4bit, TRL, SFT code #llama2 49:26 Fine tuning Whisper for Speech Transcription 14:16 LLAMA-2 🦙: EASIET WAY To FINE-TUNE ON YOUR DATA 🙌 09:02 CrewAI + Claude 3 Haiku Similar videos 14:45 Fine-Tune Large LLMs with QLoRA (Free Colab Tutorial) 19:17 Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA 08:22 What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED 24:11 How to finetune LLMs with LoRA (PEFT hands-on): gemma-2b + @HuggingFace 1:21:01 LLM Fine Tuning Crash Course: 1 Hour End-to-End Guide 14:39 Low-rank Adaptation: LoRA Fine-tuning & QLoRA Explained In-Depth 04:38 LoRA - Low-rank Adaption of AI Large Language Models: LoRA and QLoRA Explained Simply 35:11 Boost Fine-Tuning Performance of LLM: Optimal Architecture w/ PEFT LoRA Adapter-Tuning on Your GPU 46:56 PEFT w/ Multi LoRA explained (LLM fine-tuning) 26:45 Steps By Step Tutorial To Fine Tune LLAMA 2 With Custom Dataset Using LoRA And QLoRA Techniques 10:23 PEFT LoRA Finetuning With Oobabooga! How To Configure Other Models Than Alpaca/LLaMA Step-By-Step. 32:55 Part 1-Road To Learn Finetuning LLM With Custom Data-Quantization,LoRA,QLoRA Indepth Intuition 1:01:16 Fine-Tuning Mistral-7B with LoRA (Low Rank Adaptation) 29:06 Fine-tune my Coding-LLM w/ PEFT LoRA Quantization More results