T5email_base_v1 Open-Source Email Processing Model - Free Deployment for Text Generation Tasks

Home

T5email Base V1

Developed by treysarkar

A T5-base fine-tuned email processing model, suitable for text generation tasks

Large Language Model

Transformers

Open Source License:Apache-2.0 #Email Generation #T5 Fine-tuning #Text Generation

Downloads 18

Release Time : 1/14/2025

Model Overview

This model is a fine-tuned version based on the T5-base architecture, primarily designed for email-related text generation tasks. The model demonstrates a low loss value (0.0536) on the evaluation set, indicating strong generation capabilities.

Model Features

Efficient Fine-tuning

Fine-tuned on the powerful T5-base model, optimized for specific tasks while retaining the original model's capabilities

Low-loss Performance

Achieved a loss value of 0.0536 on the evaluation set, indicating high-quality generation

Flexible Application

Can be applied to various email-related text generation scenarios

Model Capabilities

Email text generation

Text transformation

Text summarization

Use Cases

Email Processing

Automatic Email Generation

Generates complete email content based on input prompts

Email Summarization

Compresses lengthy email content into concise summaries

Training Loss	Epoch	Step	Validation Loss
0.0826	0.5	500	0.0683
0.066	1.0	1000	0.0589
0.0605	1.5	1500	0.0555
0.0593	2.0	2000	0.0545
0.0583	2.5	2500	0.0538
0.0579	3.0	3000	0.0536

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご

T5email Base V1

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 t5email_base_v1

🚀 Quick Start

📚 Documentation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

📄 License