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| Name | Master Fine-Tuning Mistral AI Models with Official Mistral-FineTune Package |
| Video Uploader | Video From Prompt Engineering |
| Upload Date | This Video Uploaded At 27-05-2024 10:45:02 |
| Video Discription | In this video, I walk you through the official Mistral AI fine-tuning guide using their new Mistral FineTune package. This lightweight code base enables memory-efficient and high-performance fine-tuning of Mistral models. I delve into the detailed data preparation process and explain how to format your datasets correctly in JSONL format to get the best results. We'll also set up an example training run using Google Colab, download necessary models, and validate our dataset. Finally, I'll show you how to execute the training job and verify the results. If you're keen to learn about fine-tuning and LLMs, this is a must-watch. Don't forget to subscribe for more updates on training and rack systems! #mistral #finetuning #llm 🦾 Discord: https://discord.com/invite/t4eYQRUcXB ☕ Buy me a Coffee: https://ko-fi.com/promptengineering |🔴 Patreon: https://www.patreon.com/PromptEngineering 💼Consulting: https://calendly.com/engineerprompt/consulting-call 📧 Business Contact: engineerprompt@gmail.com Become Member: http://tinyurl.com/y5h28s6h 💻 Pre-configured localGPT VM: https://bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Advanced RAG: https://tally.so/r/3y9bb0a LINKS: Github: https://github.com/mistralai/mistral-finetune Notebook: https://tinyurl.com/26a3yj8t TIMESTAMPS 00:00 Introducing Mistral FineTune: The Ultimate Guide 00:35 Deep Dive into Data Preparation for Fine Tuning 03:57 Setting Up Your Fine Tuning Environment 06:39 Data Structuring and Validation for Optimal Training 12:05 Configuring and Running Your Fine Tuning Job 19:42 Evaluating Training Results and Model Inference 22:41 Final Thoughts and Recommendations 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 | LLMs | AI | artificial Intelligence | Llama | GPT-4 | fine-tuning LLMs | MistralAI | LLM | finetuning | finetuning llm |
