ODSC - Open Data Science

OCTOBER 11, 2023

For more complex issues like label errors, you can again simply filter out all the auto-detected bad data. For instance, when fine-tuning various LLM models on a text classification task (politeness prediction), this auto-filtering improves LLM performance without any change in the modeling code!

Auto-classification 52

Auto-classification Auto-complete Data Drift Machine Learning 52

AWS Machine Learning Blog

MARCH 28, 2024

You can deploy this solution with just a few clicks using Amazon SageMaker JumpStart , a fully managed platform that offers state-of-the-art foundation models for various use cases such as content writing, code generation, question answering, copywriting, summarization, classification, and information retrieval.

LLM 111

LLM Auto-complete Auto-classification Generative AI 111

The MLOps Blog

JUNE 27, 2023

Can you see the complete model lineage with data/models/experiments used downstream? Some of its features include a data labeling workforce, annotation workflows, active learning and auto-labeling, scalability and infrastructure, and so on. Is it accessible from your language/framework/infrastructure, framework, or infrastructure?

Machine Learning 134

Machine Learning Metadata Data Quality Data Scientist 134

The MLOps Blog

MARCH 12, 2024

LLMOps is key to turning LLMs into scalable, production-ready AI tools. Embeddings are essential for LLMs to understand natural language, enabling them to perform tasks like text classification, question answering, and more.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Large Language Models 52

Marktechpost

JULY 15, 2023

Based on the transformer architecture, Vicuna is an auto-regressive language model and offers natural and engaging conversation capabilities. The chatbot is designed for conversation and instruction and excels in summarizing, generating tables, classification, and dialog. trillion tokens. scripts, which are available on GitHub.

Conversational AI 95

Conversational AI AI Modeling Large Language Models Auto-classification 95

Flipboard

APRIL 13, 2023

For instance, a financial firm that needs to auto-generate a daily activity report for internal circulation using all the relevant transactions can customize the model with proprietary data, which will include past reports, so that the FM learns how these reports should read and what data was used to generate them.

Generative AI 182

Generative AI ML AI AI 182