Generative AI - LLM Part 1 : Intro to Large Language Model

🐣 เรียนรู้พื้นฐาน LLM Part 1 : Intro to Large Language Model ฟังชิลๆ by ‪@katopz‬ and @ying from ‪@nooblearning‬

ลงทะเบียนเพื่อรับ slide ได้ที่: https://forms.gle/DatpExX9C1qtnyjp7

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⭐️ Timeline of NLP and Large Language Model (LLM)
⭐️ Transformer and Attention
⭐️ Visualizing Self-attention with BertViz ✨ Colab ✨
⭐️ Fine-tuning LLM: Mistral 7B ✨ Colab ✨
⭐️ Mistral-7B-Instruct Multiple-PDF Chatbot with Langchain ✨ Colab ✨
⭐️ Prompt Engineering
⭐️ Considerations & Limitations

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0:00 Greeting
6:56 Introduction
8:53 Timeline of NLP
16:11 Large Language Models (LLMs)
20:43 Transformer & Attention Mechanism
30:19 [Colab] Analyzing the Structure of Attention in a Transformer Language Model
38:48 Fine-tuning a LLM, TRL Concept
49:46 FYI: Poor local GPU
1:07:15 QLoRA
1:08:53 Model Naming Convention/Sizing
1:12:55 [Colab] Guide to Fine-tuning Mistral 7B Instruct Model
1:29:29 Q&A
1:32:05 [Colab] Mistral-7B-Instruct Multiple-PDF Chatbot with Langchain
1:35:26 Mistral 7B, llmboxing
1:39:06 Prompt Engineering
1:48:11 Considerations & Limitations
1:57:08 Key Takeaway
1:58:52 Q&A 2
2:11:03 Next Step (LLM Part 2)
2:17:09 Bye Bye!