LLM Fine-Tuning 17: Fine-Tune ANY LLM with LLaMA Factory | Full Guide (WebUI + CLI | LoRA + QLoRA) скачать в хорошем качестве

LLM Fine-Tuning 17: Fine-Tune ANY LLM with LLaMA Factory | Full Guide (WebUI + CLI | LoRA + QLoRA)

Welcome to the most complete LLaMA Factory tutorial In this video, I cover everything you need to know to fine-tune any LLM (LLaMA, Gemma, Mistral, Qwen, Phi, etc.) using LLaMA Factory, both WebUI and CLI. 🔥 What You Will Learn in This Video ✔ What is LLaMA Factory? ✔ Supported training methods: LoRA, QLoRA, Full Fine-Tuning, DPO, PPO, KTO, Reward Modeling ✔ Supported models (LLaMA, Mistral, Gemma, Qwen, Yi, GPT-NeoX, etc.) ✔ Accepted dataset formats: Alpaca, ShareGPT, CoT, OASST, ChatML, JSON, JSONL ✔ Step-by-step Fine-Tuning using WebUI ✔ How to fine-tune using CLI commands ✔ Exporting LoRA / QLoRA adapters ✔ How to run inference after fine-tuning ✔ Practical tips for Google Colab / Kaggle / Local GPU / Cloud ✔ How to avoid common training errors ✔ Best hyperparameter settings for stable training 🧠 Who Should Watch This Video? AI/ML Engineers LLM Fine-Tuning Beginners Data Scientists Startups & Builders Students preparing for projects Material & Resources: https://github.com/sunnysavita10/Comp... 🔔 Like, Share & Subscribe to stay updated with the full LLM fine-tuning playlist. Got questions or topic requests? Drop a comment below 👇. 📌 Keywords Covered: #LLMFineTuning #LLMQuantization #GPTQ #PTQ #QAT #AWQ #GGUF #GGML #llamaCpp #DeepLearning #NeuralNetworkOptimization #Transformers #HuggingFace #LangChain #LangGraph #RAG #AdvancedRAG #AIAgents #AgenticAI #GenerativeAI #LLMTutorial #AIProjects #AIForDevelopers #TransferLearning #FineTuning #PretrainedModels #OpenSourceAI #LLM #MachineLearning #ArtificialIntelligence #AITutorial #Python #Chatbot #StructuredOutput #PromptEngineering #TextGeneration #Embedding #LLMWorkflow #SunnyAI #YouTubeLearning #AIautomation #AIForBusiness #EndToEndTutorial #LLMFineTuning #DomainSpecificLLM #HuggingFace #SunnySavita #AIProjects #LangChain #FineTuningTutorial #AIML #LoRA #QLoRA #AITraining #CustomLLM #PDFData #preference alignment #rlhf #dpo #ppo #rewardmodel #llamafactory #lora Multimodel RAG Playlist:    • Multimodal RAG Systems: Comprehensive Intr...   RAG detailed playlist:    • End to End RAG Pipeline Part-1 | RAG Archi...   GenAI Foundation Playlist:    • DAY - 1 | Introduction to Generative AI Co...   Connect with me on social media LinkedIn:   / sunny-savita   One-to-One Call: https://topmate.io/sunny_savita10 GitHub: https://github.com/sunnysavita10 Telegram: https://t.me/aimldlds