t5emailv2S Open-source Text Processing Model - Free Deployment, Effortlessly Handle Email-related Tasks

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T5emailv2s

Developed by treysarkar

A text processing model fine-tuned from t5-small, suitable for email-related tasks

Large Language Model

Transformers

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

Downloads 17

Release Time : 1/14/2025

Model Overview

This model is a fine-tuned version based on the t5-small architecture, primarily designed for text generation and transformation tasks, with special optimizations for email processing scenarios.

Model Features

Efficient Text Processing

Based on the T5 architecture, excels at handling various text transformation tasks

Email Scenario Optimization

Specially fine-tuned for email-related tasks

Lightweight Model

The small version is suitable for deployment in resource-limited environments

Model Capabilities

Text Generation

Text Transformation

Email Content Processing

Use Cases

Email Processing

Automatic Email Reply

Automatically generates reply content based on received emails

Email Summary Generation

Automatically generates concise summaries from long emails

Text Transformation

Text Style Conversion

Converts informal text into formal text

Training Loss	Epoch	Step	Validation Loss
0.1338	0.5	500	0.0935
0.0884	1.0	1000	0.0725
0.08	1.5	1500	0.0674
0.0738	2.0	2000	0.0646
0.0731	2.5	2500	0.0630
0.0726	3.0	3000	0.0625

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T5emailv2s

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 t5emailv2S

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📚 Documentation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

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