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| Name | Anyone can Fine Tune LLMs using LLaMA Factory: End-to-End Tutorial |
| Video Uploader | Video From AI Anytime |
| Upload Date | This Video Uploaded At 07-01-2024 07:34:28 |
| Video Discription | Welcome to an exciting journey where I guide you through the world of Large Language Model Fine-Tuning using the incredible 'LLaMA-Factory'! This tutorial is tailored for anyone eager to delve into the realm of Generative AI without getting bogged down by complex coding. LLaMA-Factory stands out as a user-friendly fine-tuning framework that supports a variety of language models including LLaMA, BLOOM, Mistral, Baichuan, Qwen, and ChatGLM. What makes this tool remarkable is its simplicity and effectiveness, allowing you to learn and fine-tune language models with just a few clicks. In this video, I demonstrate how effortlessly you can fine-tune these models using a no-code tool within Google Colab Pro, leveraging powerful GPUs like the V100 or A100. Whether you're a beginner or an experienced enthusiast in Generative AI, this tutorial will unlock new potentials in your language model projects. Key Highlights: 1. Introduction to LLaMA-Factory and its capabilities 2. Step-by-step guide on fine-tuning different language models 3. Tips for optimizing performance with Google Colab Pro's GPUs 4. Practical examples to get you started immediately Remember, the world of Generative AI is vast, and with tools like LLaMA-Factory, it's more accessible than ever. So, if you find this tutorial helpful, please hit the 'Like' button, share it with your friends, and subscribe to the channel for more content on Generative AI and language model fine-tuning. Your support helps me create more helpful content like this. Let's dive into the world of easy and powerful language model fine-tuning together! LLaMA Factory here: https://github.com/hiyouga/LLaMA-Factory Fine Tuning Playlist: https://www.youtube.com/playlist?list=PLrLEqwuz-mRIEtuUEN8sse2XyksKNN4Om Join this channel to get access to perks: https://www.youtube.com/channel/UC-zVytOQB62OwMhKRi0TDvg/join #generativeai #ai #llm [iMD7ba1hHgw] |
| Category | Science & Technology |
| Tags | ai anytime | AI Anytime | generative ai | gen ai | LLM | RAG | AI chatbot | chatbots | python | openai | tech | coding | machine learning | ML | NLP | deep learning | computer vision | chatgpt | gemini | google | meta ai | langchain | llama index | vector database | llama factory | LLaMA Factory | llama factory fine tuning | fine tuning tool | llama factory llm | PEFT | LoRA | QLoRA | SFT | DPO | PPO | RLHF | Reward Modeling | direct performance optimization | fine tune LLM using llama factory | no code tool | mistral 7b | 8x7b |
