META LLAMA 3 8B INSTRUCT LLM – How to Create Medical Chatbot with LlamaIndex FastEmbed Colab Demo
In this video I explain how you can create a medical chatbot/converse with medical data using LlamaIndex and Meta LLAMA 3 8B LLM. I also explain how you can use custom embeddings(FastEmbed)
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Meta developed and released the Meta Llama 3 family of large language models (LLMs), a collection of pretrained and instruction tuned generative text models in 8 and 70B sizes. The Llama 3 instruction tuned models are optimized for dialogue use cases and outperform many of the available open source chat models on common industry benchmarks. Further, in developing these models, they took great care to optimize helpfulness and safety.
Llama 3 comes in two sizes — 8B and 70B parameters — in pre-trained and instruction tuned variants.
LlamaIndex provides tools for both beginner users and advanced users. Our high-level API allows beginner users to use LlamaIndex to ingest and query their data in 5 lines of code. Our lower-level APIs allow advanced users to customize and extend any module (data connectors, indices, retrievers, query engines, reranking modules), to fit their needs.
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