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Explore the free Llama3.1 with AdalFlow library on ChatBot, RAG, and ReAct Agent in a single notebook. Meta has released three models: 8B, 70B, and 405B. The 8B model is for efficient deployment and development on consumer-size GPUs, the 70B model is for large-scale AI native applications, and the 405B model is for synthetic data, LLM as a Judge, or distillation. The 70B and 405B models perform on par with GPT-4 and GPT-4.0. Notebook scope: - Models: We will use Ollama and Groq if you have an API - Use Cases: We will create a single chatbot, a RAG, and a ReAct Agent. For agents, it requires more reasoning capability. We have observed that the new llama3.1-8b model has broken the previously well-crafted prompts on llama3-8b. This is the most frustrating part of working on LLM applications. AdalFlow is actively working on our optimizer to smooth this prompt adaptation process. https://lnkd.in/gwgrmnwh #adalflow #artificialintelligence #machinelearning #llms