The Stack

An Overview of Parameter Efficient Fine-Tuning (PEFT)

An Overview of Parameter Efficient Fine-Tuning ...

Summary This post is all about Parameter Efficient Fine-Tuning (PEFT), which are a broad range of techniques that are used to fine-tune custom LLMs while keeping compute resources/costs, training time,...

An Overview of Parameter Efficient Fine-Tuning ...

Summary This post is all about Parameter Efficient Fine-Tuning (PEFT), which are a broad range of techniques that are used to fine-tune custom LLMs while keeping compute resources/costs, training time,...

Introducing the PEFT Series

Introducing the PEFT Series

We are introducing the Parameter Efficient Fine-Tuning (PEFT) blog series, where we'll be discussing everything about PEFT and how to use PEFT to create your own custom Large Language Models...

Introducing the PEFT Series

We are introducing the Parameter Efficient Fine-Tuning (PEFT) blog series, where we'll be discussing everything about PEFT and how to use PEFT to create your own custom Large Language Models...

Background of cave with intricate rock formations and smooth curvatures. This is meant to illustrate the result of LLM fine-tuning: smoothing out the wrinkles of pre-training for the task at hand.

Fine-Tuning LLMs: A Practical Overview

As we have discussed in a past article, fine-tuning is a form of transfer learning that makes an AI model better at a very specific task. The AI application we want...

Fine-Tuning LLMs: A Practical Overview

As we have discussed in a past article, fine-tuning is a form of transfer learning that makes an AI model better at a very specific task. The AI application we want...

OpenAI’s Spring Update: GPT-4o and More

OpenAI’s Spring Update: GPT-4o and More

This post on The Stack outlines the major updates from OpenAI's 2024 Spring Update. OpenAI announced the release of GPT-4o, their newest model that is as smart as GPT4, but...

OpenAI’s Spring Update: GPT-4o and More

This post on The Stack outlines the major updates from OpenAI's 2024 Spring Update. OpenAI announced the release of GPT-4o, their newest model that is as smart as GPT4, but...

Fine-Tuning LLMs: Sentiment Analysis With BERT

Fine-Tuning LLMs: Sentiment Analysis With BERT

In a previous post, we discussed how fine-tuning can be used to generate better artificial intelligence (AI) models for your specific business problems and use-cases, which can not only be...

Fine-Tuning LLMs: Sentiment Analysis With BERT

In a previous post, we discussed how fine-tuning can be used to generate better artificial intelligence (AI) models for your specific business problems and use-cases, which can not only be...

AI Fine-Tuning versus Transfer Learning

AI Fine-Tuning versus Transfer Learning

Custom artificial intelligence (AI) models can be used to automate business tasks and save time to grow your business. Learn cost-effective strategies of using transfer learning and fine-tuning to make...

AI Fine-Tuning versus Transfer Learning

Custom artificial intelligence (AI) models can be used to automate business tasks and save time to grow your business. Learn cost-effective strategies of using transfer learning and fine-tuning to make...