rudrakshkarpe

Documentation: Explaining Chat Templates for Transformers

Starting from Transformers version 4.42, the library requires a chat template for chat-based models. This configuration, defined in the Jinja format, specifies constraints for chat message inputs. Understanding and implementing these templates is crucial for optimal performance across various Large Language Models (LLMs) such as OpenAI's ChatGPT, Anthropic's Claude, and Google's Gemini.

What is a Chat Template?

A chat template is a configuration file that defines how chat messages are structured and passed to the underlying model. This structure ensures that the model receives well-defined inputs for optimal performance. The template is written in the Jinja templating language, allowing for flexible and reusable configurations.

Key Features of Chat Templates:

1. Message Role Specification: Defines whether a message is from the system, user, or assistant.
2. Input Formatting: Ensures the input adheres to the expected format by the ch

rudrakshkarpe

Google Summer of Code'24 Final Report

• Name: Rudraksh Karpe
• Project Repository: Anlytics Edge Ecosystem GenAI Workloads on Rancher using openSUSE Leap
• Organization: [openSUSE Project][res-gsoc-project]
• Mentor: [Bryan Gartner][res-linkedin-bryan], [Navin Chandra][res-linkedin-navin], [Terry Smith][res-linkedin-terry], [Ann Daivs][res-github-ann]

This report summarizes the work done by [me][res-github-rudraksh] in the [Google Summer of Code][res-gsoc] 2024 program as a contributor for the the project [Analytics Edge Ecosystem Workloads using Rancher][res-gsoc-project] at openSUSE Project.

rudrakshkarpe

fmt

Preview:

package main

import (
	"fmt"
	"strings"
)