Towards AI

FEBRUARY 17, 2025

RAFT vs Fine-Tuning Image created by author As the use of large language models (LLMs) grows within businesses, to automate tasks, analyse data, and engage with customers; adapting these models to specific needs (e.g., Security: Secure sensitive data with access control (role-based) and metadata.

Data Drift 95

Data Drift LLM Automation Metadata 95

Unite.AI

JUNE 24, 2024

This is not ideal because data distribution is prone to change in the real world which results in degradation in the model’s predictive power, this is what you call data drift. There is only one way to identify the data drift, by continuously monitoring your models in production.

Data Drift 124

Data Drift Machine Learning Data Scientist ML 124

The MLOps Blog

JUNE 27, 2023

When thinking about a tool for metadata storage and management, you should consider: General business-related items : Pricing model, security, and support. When thinking about a tool for metadata storage and management, you should consider: General business-related items : Pricing model, security, and support.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

Snorkel AI

JULY 5, 2023

AR : You brought up a really good point around large language models and I believe there’s also a question here on the same topic. So this is interesting because there’ve been so many inspiring advances with large language models of LLMs such as LaMDA or PaLM. AR : I really like that.

Large Language Models 52

Large Language Models Metadata Machine Learning AI 52

Snorkel AI

JULY 5, 2023

AR : You brought up a really good point around large language models and I believe there’s also a question here on the same topic. So this is interesting because there’ve been so many inspiring advances with large language models of LLMs such as LaMDA or PaLM. AR : I really like that.

Large Language Models 52

Large Language Models Metadata Machine Learning AI 52

Snorkel AI

JULY 5, 2023

AR : You brought up a really good point around large language models and I believe there’s also a question here on the same topic. So this is interesting because there’ve been so many inspiring advances with large language models of LLMs such as LaMDA or PaLM. AR : I really like that.

Large Language Models 52

Large Language Models Metadata Machine Learning AI 52

The MLOps Blog

MAY 31, 2023

It stores the model weights and maintains a history of model versions. A model registry is a very useful tool for organizing different model versions. In addition to the model weights, a model registry also stores metadata about the data and models. Might be useful With neptune.ai

ML 59

ML Algorithm Data Drift Machine Learning 59