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| Name | How to Create Custom Datasets To Train Llama-2 |
| Video Uploader | Video From Prompt Engineering |
| Upload Date | This Video Uploaded At 09-08-2023 11:45:05 |
| Video Discription | In this video, I will show you how to create a dataset for fine-tuning Llama-2 using the code interpreter within GPT-4. We will create a dataset for creating a prompt given a concept. We will structure the dataset in proper format to fine tune a Llama-2 7B model using the HuggingFace auto train-advanced package. Happy learning :) #llama2 #finetune #llm ▬▬▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬ ☕ Buy me a Coffee: https://ko-fi.com/promptengineering |🔴 Support my work on Patreon: Patreon.com/PromptEngineering 🦾 Discord: https://discord.com/invite/t4eYQRUcXB ▶️️ Subscribe: https://www.youtube.com/@engineerprompt?sub_confirmation=1 📧 Business Contact: engineerprompt@gmail.com 💼Consulting: https://calendly.com/engineerprompt/consulting-call ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ LINKS: One-liner fine-tuning of Llama2: https://youtu.be/LslC2nKEEGU ChatGPT as Midjourney Prompt Generator: https://youtu.be/_RSX2WKuVbc ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Timestamps: Intro: [00:00] Testing Vanila Llama2: [01:20] Description of Dataset: [02:14] Code Interpreter: [03:24] Structure of the Dataset: [4:56] Using Base model: [06:18] Fine-tuning Llama2: [07:25] Logging during training: [10:36] Inference of the fine-tuned model: [12:44] Output Examples: [14:36] Things to Consider: [15:40] ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ All Interesting Videos: Everything LangChain: https://www.youtube.com/playlist?list=PLVEEucA9MYhOu89CX8H3MBZqayTbcCTMr Everything LLM: https://youtube.com/playlist?list=PLVEEucA9MYhNF5-zeb4Iw2Nl1OKTH-Txw Everything Midjourney: https://youtube.com/playlist?list=PLVEEucA9MYhMdrdHZtFeEebl20LPkaSmw AI Image Generation: https://youtube.com/playlist?list=PLVEEucA9MYhPVgYazU5hx6emMXtargd4z |
| Category | Science & Technology |
| Tags | prompt engineering | Prompt Engineer | llama2 | meta llama2 | how to use llama 2 | llama 2 meta | llama 2 tutorial | fine tune llama 2 | how to fine tune llama 2 | llama 2 fine tune | llama2 api | llama2 ai | how to run llama2 | how to fine tunning a llama 2 7b with language dataset | llama 2 dataset | how to run llama 2 locally | how to run llama 2 on windows | how to run llama 2 locally in python | how to run llama 2 | how to create my own dataset for llm | create dataset for llm |
