List: LLMs | Curated by Nicolas Raffa Pirra

Feb 24, 2024
9 stories
LLMs
Leonie Monigatti
in
Towards Data Science
Advanced Retrieval-Augmented Generation: From Theory to LlamaIndex ImplementationHow to address limitations of naive RAG pipelines by implementing targeted advanced RAG techniques in Python
Feb 19
10
Feb 19
10
Júlio Almeida
in
GoPenAI
Open-Source LLM Document Extraction Using Mistral 7BIntroduction
Feb 2
2
Feb 2
2
Kristian Cabading
Getting a FREE domain for your EC2 InstanceI’ve been studying AWS recently and was looking for an easier way or rather using a domain name instead of a random IP address to access my…
Dec 29, 2017
8
Dec 29, 2017
8
Hanane Dupouy
Discover DocLLM: The New LLM From JPMorgan For Working with Complex DocumentsJPMorgan has launched a new language model called DocLLM, specifically designed for working with documents that have complex layouts. This…
Jan 5
10
Jan 5
10
Ahmed Besbes
in
Towards Data Science
How to Deploy a Machine Learning Model with FastAPI, Docker and Github ActionsAn end-to-end pipeline with a CI/CD
Jul 11, 2021
11
Jul 11, 2021
11
Jonathan Serrano
Deploy a FastAPI app to production using Docker and AWS ECRThere is this new word lurking around recently: MLOps. I bet you have heard of it. It is not a narrow term since its scope includes the…
Apr 14, 2022
1
Apr 14, 2022
1
Wenqi Glantz
in
Towards Data Science
Deploying LLM Apps to AWS, the Open-Source Self-Service WayA step-by-step guide on deploying LlamaIndex RAGs to AWS ECS fargate
Jan 8
3
Jan 8
3
James Nguyen
in
Data Science at Microsoft
Forget RAG: Embrace agent design for a more intelligent grounded ChatGPT!The Retrieval Augmented Generation (RAG) design pattern has been commonly used to develop a grounded ChatGPT in a specific data domain…
Nov 18, 2023
21
Nov 18, 2023
21
Christopher Karg
in
Towards Data Science
How to efficiently fine-tune your own open-source LLM using novel techniques — code providedIn this article I tune a base LLama2 LLM to output SQL code. I use Parameter Efficient Fine-Tuning Techniques to optimise the process.
Dec 15, 2023
2
Dec 15, 2023
2