LLMs - doraithodla/notes GitHub Wiki

Large Language Models

Large Language Models

From the New Stack -the top 5 large language models. GPT4, LLaMA, Orca, Cohere, Anthropic's Claude https://thenewstack.io/top-5-large-language-models-and-how-to-use-them-effectively/

Orca from Microsoft Research Recent research has focused on enhancing the capability of smaller models through imitation learning, drawing on the outputs generated by large foundation models (LFMs). https://www.microsoft.com/en-us/research/publication/orca-progressive-learning-from-complex-explanation-traces-of-gpt-4/

https://machinelearningmastery.com/what-are-large-language-models/

Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion.

LLM App Stacck https://i0.wp.com/a16z.com/wp-content/uploads/2023/06/2657-Emerging-LLM-App-Stack-R2-1-of-4-2.png?ssl=1

Building Domain-Specific Custom LLM Models: Harnessing the Power of Open Source Foundation Models https://towardsai.net/p/machine-learning/building-domain-specific-custom-llm-models-harnessing-the-power-of-open-source-foundation-models

The anatomy of LLM powered conversational App

https://cobusgreyling.medium.com/the-anatomy-of-large-language-model-llm-powered-conversational-applications-7ac37bf2efc1