Fine-tuning on Wikipedia Datasets Published 2024-05-22 Download video MP4 360p Recommendations 36:31 Preparing Fineweb - A Finely Cleaned Common Crawl Dataset 33:16 Improving LLM accuracy with Monte Carlo Tree Search 1:03:46 How to pick LoRA fine-tuning parameters? 1:02:53 Production SQLite with Turso and libSQL 37:56 Orignal transformer paper "Attention is all you need" introduced by a layman | Shawn's ML Notes 1:07:40 Multi GPU Fine tuning with DDP and FSDP 46:51 Fine tuning LLMs for Memorization 54:39 Very Few Parameter Fine tuning with ReFT and LoRA 17:07 LoRA explained (and a bit about precision and quantization) 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 31:12 Deciphering Obfuscated JavaScript Malware 35:45 Anonymizing Sensitive Data in LLM Prompts 23:32 Master Fine-Tuning Mistral AI Models with Official Mistral-FineTune Package 58:46 Developing an LLM: Building, Training, Finetuning 14:36 Popular Technologies that Won't be Around Much Longer... 12:50 New LLaMA 3 Fine-Tuned - Smaug 70b Dominates Benchmarks 53:09 Full fine tuning vs (Q)LoRA 14:10 All Learning Algorithms Explained in 14 Minutes 44:18 Tiny Text + Vision Models - Fine tuning and API Setup 14:11 Marker: This Open-Source Tool will make your PDFs LLM Ready Similar videos 06:29 Fine-Tune ChatGPT For Your Exact Use Case 17:07 Fine-tuning a CRAZY Local Mistral 7B Model - Step by Step - together.ai 17:04 BEST Datasets for LLMs | Plus: Create Your Own 24:58 Top Ten Fine Tuning Tips 19:34 Read IMDB-WIKI Dataset of 500k Faces with Age & Gender Labels in Python || Datasets ASAP #1 19:49 How to Harness Wikipedia and Wikidata for Entity Recognition 38:35 Can Wikipedia Help Offline Reinforcement Learning? (Paper Explained) 08:05 Fine-tuning or RAG? 58:11 Training & Fine-Tuning LLMs: Data 42:08 Fine Tuning BERT for Named Entity Recognition (NER) | NLP | Data Science | Machine Learning 06:56 Five Steps to Create a New AI Model 16:29 Using ChatGPT with YOUR OWN Data. This is magical. (LangChain OpenAI API) 27:35 Wikipedia Speaks! Building a voice-powered chatbot on a 100M vectorized Wikipedia database 14:32 AWS Bedrock - Fine Tune a Large Language Model Together 36:08 Instruction Tuning AI Language Model With TxtInstruct: Guide To Instruction Tuning Process 37:53 Universal Language Model Fine-tuning for Text Classification 1:04:30 GPT-3: Language Models are Few-Shot Learners (Paper Explained) 59:48 [1hr Talk] Intro to Large Language Models 59:35 Building with Instruction-Tuned LLMs: A Step-by-Step Guide More results