Efficiently Build Custom LLMs on Your Data with Open-source Ludwig Published 2023-08-16 Download video MP4 360p Download video MP4 720p Recommendations 1:01:18 5 Reasons Why Adapters are the Future of Fine-tuning LLMs 18:28 Fine-tuning Llama 2 on Your Own Dataset | Train an LLM for Your Use Case with QLoRA on a Single GPU 23:14 Llama-2 with LocalGPT: Chat with YOUR Documents 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 1:05:04 Webinar: How to Fine-Tune LLMs with QLoRA 17:22 How To Create Datasets for Finetuning From Multiple Sources! Improving Finetunes With Embeddings. 14:16 LLAMA-2 🦙: EASIET WAY To FINE-TUNE ON YOUR DATA 🙌 59:48 [1hr Talk] Intro to Large Language Models 59:15 Build and Run a Medical Chatbot using Llama 2 on CPU Machine: All Open Source 22:09 How to Brainstorm better than ChatGPT with Knowledge Graphs and GPT 4 | InfraNodus Tutorial 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 1:06:32 7 Things You Need to Know About Fine-Tuning LLMs 1:31:13 A Hackers' Guide to Language Models 17:11 How to Create Custom Datasets To Train Llama-2 17:26 The EASIEST way to finetune LLAMA-v2 on local machine! 1:24:42 $0 Embeddings (OpenAI vs. free & open source) 55:19 Emerging architectures for LLM applications 59:46 Serve 100s of Fine-tuned LLMs for the Cost of Serving One with LoRAX Similar videos 59:53 Efficient Fine-Tuning for Llama-v2-7b on a Single GPU 09:44 Fine Tune LLaMA 2 In FIVE MINUTES! - "Perform 10x Better For My Use Case" 06:59 Mistral Finetuning on Custom Data: Learn in 7 Mins! 12:26 50x Faster Fine-Tuning in 10 Lines of YAML with Ludwig and Ray 59:47 How–and when–to fine-tune and serve LLMs 14:45 Fine-Tune Large LLMs with QLoRA (Free Colab Tutorial) 11:55 Train and Deploy Amazing Models in Less Than 6 Lines of Code with Ludwig (no, not that Ludwig) AI! 58:42 Build Your Own LLM in Less Than 10 Lines of YAML 01:27 LLM Use Case: Text Classification 1:03:19 12 Best Practices for Distilling Smaller LLMs with GPT 50:00 AutoML for Deep Learning with Ludwig 31:38 Predibase - A low-code deep learning platform built for scale 1:02:02 Panel Discussion w/ LlamaIndex: Building Custom LLMs in Production 58:03 Privately Host and Customize Large Language Models for Your ML Tasks 03:41 Predibase Product Overview: The Developer Platform for Open-source AI 1:01:57 Fine-Tuning LLMs with 10 Lines of Code More results