Generative AI from Basic to Advance - LLM Fine-Tuning 07: LSTM vs Transformer | Why Transformers Replaced LSTM in NLP

Master Generative AI: From Basics to Breakthroughs in AI Models and RAG Systems

5.0 (2)

26 learners

What you'll learn

Understand the evolution of generative AI from classical to modern techniques
Apply RAG and LangChain for building scalable AI applications
Implement end-to-end pipelines using LlamaIndex and LLM fine-tuning methods
Deploy AI models with CI/CD pipelines and container orchestration tools

This course includes

124.5 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

python programming ai generative ai langchain sentence transformer nlp sunny savita rag aiagents LLM FineTuning FineTuning LargeLanguageModels HuggingFace

Full Transcript

LSTM vs. Transformer—the ultimate battle of neural architectures! 🔥 In this video, we break down 🔹 How LSTM works vs how transformers work 🔹 Why fine-tuning is difficult with RNNs/LSTMs 🔹 How Transformers changed the game in NLP 🔹 GPU parallelism, attention, and scalability 🔹 Real-world use cases & fine-tuning examples This is Episode 7 in our **LLM Fine-Tuning Series**. Perfect for anyone learning deep learning, NLP, or Transformer models. 📢 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 Drop your questions/suggestions in the comments—let’s build this together! Don't miss out; learn with me! P.S. Don't forget to like and subscribe & hit the bell so you don’t miss the upcoming tutorials in the series. #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/langgraph-end-to-end/tree/main/multiagent_system End-to-End-Langgraph-Project: https://github.com/sunnysavita10/doctor-appoitment-multiagent Multimodel RAG Playlist: https://www.youtube.com/watch?v=7CXJWnHI05w&list=PLQxDHpeGU14D6dm0rmAXhdLeLYlX2zk7p&pp=gAQBiAQB RAG detailed Playlist: https://www.youtube.com/watch?v=wTVTkOb3SZc&list=PLQxDHpeGU14Blorx3Ps1eZJ4XvKET1_vx&pp=gAQBiAQB GenAI Foundation Playlist: https://www.youtube.com/watch?v=ajWheP8ZD70&list=PLQxDHpeGU14D7NiPgqxC9qhKkx4jMQcDk&pp=gAQBiAQB Connect with me on social media LinkedIn : https://www.linkedin.com/in/sunny-savita/ One to One Call: https://topmate.io/sunny_savita10 GitHub : https://github.com/sunnysavita10 Telegram : https://t.me/aimldlds