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Llama Bodo Translation Model
L
Llama Bodo Translation Model
Developed by Luson045
A 4-bit quantized version of Meta-Llama-3.1-8B fine-tuned for bidirectional Bodo-English translation, optimized with Unsloth for faster training
Downloads 27
Release Time : 2/5/2025
Model Overview
This model is specifically optimized for translation tasks between Bodo and English, employing 4-bit quantization to reduce memory usage while maintaining translation quality.
Model Features
Efficient 4-bit Quantization
Utilizes 4-bit quantization to significantly reduce model memory footprint, ideal for deployment in resource-constrained environments
Unsloth-optimized Training
Training optimized with Unsloth library, achieving 2x speedup
Bidirectional Bilingual Translation
Supports high-quality bidirectional translation between Bodo and English
TRL Library Fine-tuning
Supervised fine-tuning using Huggingface's TRL library to optimize translation performance
Model Capabilities
Text Generation
Machine Translation
Bilingual Text Conversion
Use Cases
Language Services
Bodo-English Document Translation
Translate Bodo official documents or literary works into English
High-quality translation output preserving original semantics
English-Bodo Content Localization
Localize English educational materials or technical documents into Bodo
Localized translations conforming to Bodo language conventions
Cultural Exchange
Bilingual Content Creation
Assist in creating bilingual cultural promotional materials
Ensures content consistency and cultural adaptability in both language versions
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