LLM Fine-Tuning 08: Master Hugging Face in 3 Hours | Full Crash Course 2025 скачать в хорошем качестве

LLM Fine-Tuning 08: Master Hugging Face in 3 Hours | Full Crash Course 2025

Master Hugging Face from Zero to Pro—All in ONE 3-Hour Video! This is the *most complete Hugging Face course* on YouTube, covering everything from the **basics to production-level LLM deployments**. What you'll learn in this crash course: •• Introduction to Hugging Face ecosystem • Installing Transformers and CLI setup • Creating a repository (manually or using `huggingface-cli`) • Working with Hugging Face Datasets Library • Custom dataset creation and uploading to Hub • Data preprocessing and visualization • Using built-in `pipeline()` method for inference • Using tokenizers and creating a custom tokenizer • Sentence embeddings with SentenceTransformers • Fine-tuning & pushing models to Hugging Face Hub • Building inference APIs with `huggingface_hub` • Evaluation of model outputs • Using Hugging Face API programmatically • Integrating Hugging Face with LangChain for advanced pipelines Perfect for: ML Engineers Data Scientists Students & Researchers Anyone building with LLMs in 2025! Code Repository & Notes: https://github.com/sunnysavita10/Comp... 🕒 Chapters: 00:00:00 Introduction, Roadmap & Why Hugging Face in 2025 00:24:50 Hugging Face token, Login to Hugging Face, Repo Creation 00:39:41 Hugging Face Dataset Library, Preprocessing and Visualization 00:58:50 Create a custom dataset and push to the Hugging Face Hub. 01:06:22 Tokenization in Hugging Face 01:19:05 Train your own tokenizer and use it 01:26:37 Embedding using automodel, cosine similarity, and Sentence Transformer for Sentence embedding 2:04:14 Download the model in the local server 02:08:412 Pipeline Method 02:16:26 Evaluation matrix 02:41:07 Hugging Face Hub HF Api 03:02:37 Langchain Hugging Face Got questions or topic requests? Drop a comment below 👇. 🔔 Subscribe for more AI tutorials 📢 Like 👍 | Comment 💬 | Subscribe 🔔 for more LLM power content! 📌 Keywords Covered: #LLMFineTuning #RNNvsTransformer #AITransformers #DeepLearning #NeuralNetworks #FineTuningExplained #TransformerRevolution #LLMSeries #MLTutorials #Finetuning #RAG #AIAgents #LLMWorkflow #AIForBusiness #LLMComparison #LangChain #OpenAI #EnterpriseAI #PromptEngineering #HuggingFace #LLMTutorial #SunnyAI #Transformers2025 Drop your questions/suggestions in the comments—let’s build this together! Don't miss out; learn with me! #langchain LangGraph #AIagents #StructuredOutput #GenerativeAI #LangChain #AIautomation #llm #embedding #ai #futureai #generativeai #genai #textgeneration #ragapp #langchain #programminglogic #python #chatbot #openai #gpt #langchainj #rag #crossencoder #transformers #multiretriever #ragfusion #advancerag #llamaindex #langchain #gemini #google #rag #LCEL #langgraph #aiagent #react #aiagents #aiagents #agenticAI #generativeai #doctorappointment #automation #AI #MachineLearning #DeepLearning #ArtificialIntelligence #mlbb #LLM #LargeLanguageModels #LLMFineTuning #FineTuning #TransferLearning #PretrainedModels #HuggingFace #Transformers #TRL #Unsloth #LlamaFactory #opensourceai #AITutorial #AIEducation #LearnAI #EndToEndTutorial #AIForBeginners #aifordevelopers #TechWithMe #CodingWithAI #AITools #AIProjects #GenAI #YouTubeLearning #llm #finetuning #aiagents #huggingface #generativeai #peft #lorafinetuning #qlora #ai #mltools PDF: https://github.com/sunnysavita10/lang... End-to-End-Langgraph-Project: https://github.com/sunnysavita10/doct... 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