Better, Faster, Stronger LLM Fine-tuning
Reactive, configurable, cheaper LLM fine-tuning with Metaflow
7 posts tagged with "NLP"
View All TagsRetrieval-Augmented Generation: How to Use Your Data to Guide LLMs
Learn how to use Retrieval Augmented Generation to control hallucinations and get more relevant responses from LLMs.
Fine-tuning a Large Language Model using Metaflow, featuring LLaMA and LoRA
A workflow template built with Metaflow for fine-tuning LLMs for custom use cases.
Large Language Models and the Future of Custom, Fine-tuned LLMs
An overview of instruction tuning for large language models using the LLaMA family of models.
Training a Large Language Model With Metaflow, Featuring Dolly
We use Metaflow to train Dolly, to show an example of fine-tuning LLMs and what it takes to use these models in practice.
Large Language Models and the Future of the ML Infrastructure Stack
A peek into how Outerbounds views the ongoing evolution of the machine learning stack, in the wake of recent LLM waves.
Case Study: MLOps for NLP-powered Media Intelligence using Metaflow
An interview with Jules Belveze, an MLOps Engineer at Hypefactors where they apply NLP and AI for media intelligence.