Nllb English Somali V4.0
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Nllb English Somali V4.0
Developed by adeptschneiderthedev
This model is a fine-tuned English-Somali translation model based on facebook/nllb-200-distilled-600M, achieving a BLEU score of 38.1 on the evaluation set.
Downloads 14
Release Time : 12/8/2024
Model Overview
This is a neural machine translation model specifically designed for translation between English and Somali, fine-tuned on the NLLB-200 distilled architecture.
Model Features
High-Quality Translation
Achieves a BLEU score of 38.1 on the evaluation set, indicating high translation quality.
Efficient Inference
Processes 13.6 samples per second during evaluation, suitable for real-time translation needs.
Specialized Optimization
Fine-tuned specifically for English-Somali language pairs, outperforming general multilingual models.
Model Capabilities
English to Somali Translation
Somali to English Translation
Batch Text Translation
Use Cases
Language Services
Document Translation
Translate English documents into Somali or vice versa
Achieves fluent translation while preserving original semantics.
Real-Time Conversation Translation
Used for real-time communication between English and Somali speakers
Provides low-latency fast translation responses.
Education
Learning Material Translation
Convert educational content between the two languages
Helps Somali speakers access English educational resources.
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