Tim Dettmers | QLoRA: Efficient Finetuning of Quantized Large Language Models Published 2023-07-20 Download video MP4 360p Recommendations 17:07 LoRA explained (and a bit about precision and quantization) 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) 19:17 Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 59:48 [1hr Talk] Intro to Large Language Models 23:56 QLoRA is all you need (Fast and lightweight model fine-tuning) 51:52 Jing Yu Koh | Grounding Language Models to Images for Multimodal Generation 53:35 Yuandong Tian | Efficient Inference of LLMs with Long Context Support 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 12:37 Craziest SpaceX mission in less than a week, Polaris Dawn 53:48 Fine-Tuning LLMs: Best Practices and When to Go Small // Mark Kim-Huang // MLOps Meetup #124 12:07 How This New Battery is Changing the Game 18:28 Fine-tuning Llama 2 on Your Own Dataset | Train an LLM for Your Use Case with QLoRA on a Single GPU 14:45 Fine-Tune Large LLMs with QLoRA (Free Colab Tutorial) 1:31:13 A Hackers' Guide to Language Models 08:33 The KV Cache: Memory Usage in Transformers Similar videos 30:48 QLoRA: Efficient Finetuning of Quantized LLMs | Tim Dettmers 57:58 QLoRA: Efficient Finetuning of Quantized Large Language Models (Tim Dettmers) 00:44 QLoRA - Efficient Finetuning of Quantized LLMs 08:10 QLORA: Efficient Finetuning of Quantized LLMs | Paper summary 29:00 QLoRA: Efficient Finetuning of Quantized LLMs Explained 04:38 LoRA - Low-rank Adaption of AI Large Language Models: LoRA and QLoRA Explained Simply 12:43 QLoRA: Efficient Finetuning of Large Language Models on a Single GPU? LoRA & QLoRA paper review 58:25 Democratizing Foundation Models via k-bit Quantization - Tim Dettmers | Stanford MLSys #82 58:19 QLoRA: Efficient Finetuning of Quantized LLMs (2023) [Audio Version] 58:41 8-bit Methods for Efficient Deep Learning with Tim Dettmers 1:09:32 The Magic Behind QLORA: Efficient Finetuning of Quantized LLMs 3:06:41 QLoRA: Quantization for Fine Tuning 00:27 Difference Between LoRA and QLoRA More results