HingFlow Open-source English-Hindi Translation Model - Free Deployment for Efficient Language Conversion

Hingflow

Developed by SRDdev

HingFlow is a Transformer-based English-Hindi translation model trained on the IITB English-Hindi dataset, achieving high BLEU scores.

Downloads 38

Release Time : 5/11/2023

Model Overview

HingFlow is a neural machine translation model focused on English-to-Hindi translation, employing a standard Transformer architecture.

High Accuracy Translation

Achieves a BLEU score of 72.3468 on the evaluation set, indicating high translation quality.

Efficient Training

Requires only 2 training epochs to achieve good results, optimized with mixed-precision training.

Standardized Implementation

Implemented based on the HuggingFace Transformers library, easy to integrate and use.

English-to-Hindi text translation

Bilingual text generation

Language Services

Document Translation

Translate English documents into Hindi

High-quality translation preserving original semantics

Cross-language Communication

Facilitate communication between English and Hindi speakers

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.1505	1.0	1000	0.2053	71.6108	5.8418
0.1057	2.0	2000	0.1887	72.3468	5.9953

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base