New Tutorial on LLM Quantization w/ QLoRA, GPTQ and Llamacpp, LLama 2 Published 2023-09-09 Download video MP4 360p Download video MP4 720p Recommendations 41:30 MISTRAL 7B explained - Preview of LLama3 LLM 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) 1:22:46 Fine-Tuning Your Own Llama 2 Model 06:59 Understanding: AI Model Quantization, GGML vs GPTQ! 1:31:01 Let's pretrain a 3B LLM from scratch: on 16+ H100 GPUs, no detail skipped. 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 15:51 Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ) 17:07 LoRA explained (and a bit about precision and quantization) 35:53 How to code long-context LLM: LongLoRA explained on LLama 2 100K 18:35 Building Production-Ready RAG Applications: Jerry Liu 26:21 How to Quantize an LLM with GGUF or AWQ 59:53 Efficient Fine-Tuning for Llama-v2-7b on a Single GPU 35:11 Boost Fine-Tuning Performance of LLM: Optimal Architecture w/ PEFT LoRA Adapter-Tuning on Your GPU 35:11 Anyone can Fine Tune LLMs using LLaMA Factory: End-to-End Tutorial 28:21 6 Ways For Running A Local LLM (aka how to use HuggingFace) 11:03 LLaMa GPTQ 4-Bit Quantization. Billions of Parameters Made Smaller and Smarter. How Does it Work? 13:11 Mistral 7B 🖖 Beats LLaMA2 13b AND Can Run On Your Phone?? 09:44 Fine Tune LLaMA 2 In FIVE MINUTES! - "Perform 10x Better For My Use Case" 05:13 What is LLM quantization? Similar videos 18:28 Fine-tuning Llama 2 on Your Own Dataset | Train an LLM for Your Use Case with QLoRA on a Single GPU 00:58 FALCON-180B LLM: GPU configuration w/ Quantization QLoRA - GPTQ 09:08 How To CONVERT LLMs into GPTQ Models in 10 Mins - Tutorial with 🤗 Transformers 05:50 Quantized LLama2 GPTQ Model with Ooga Booga (284x faster than original?) 14:15 New LLM-Quantization LoftQ outperforms QLoRA 21:36 Run Code Llama 13B GGUF Model on CPU: GGUF is the new GGML 25:48 LLAMA 2 LLAMA.cpp and Quantization on Ubuntu 14:36 Fine-tune LLama2 w/ PEFT, LoRA, 4bit, TRL, SFT code #llama2 09:07 AI Everyday #20 - Llama2, GPTQ Quantization, and Text Generation WebUI 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 1:05:27 Fine-tuning Language Models for Structured Responses with QLoRa 00:44 QLoRA - Efficient Finetuning of Quantized LLMs 00:26 LLM QLoRA 8bit UPDATE bitsandbytes 59:15 Build and Run a Medical Chatbot using Llama 2 on CPU Machine: All Open Source More results