Geneline-X/seamless-m4t-v2-sunbird-multilingual-v1

🌍 Seamless M4T v2 - Sunbird Multilingual (Fine-Tuned)

This model is a fine-tuned version of Facebook's Seamless M4T v2 Large, specialized for 5 major Ugandan languages:

• Luganda (lug)
• Acholi (ach)
• Ateso (teo)
• Lugbara (lgg)
• Runyankole (nyn)

It was trained by Geneline-X using the Sunbird AI SALT Dataset.

📊 Performance

• Task: Speech-to-Text Translation (African Audio -> English Text)
• Training Data: ~25,000 high-quality audio samples.
• Loss Reduction: Training loss dropped from 7.5 to 4.64, indicating strong convergence.
• Generalization: Successfully translates unseen validation data.

🛠 Training Details

• Optimizer: AdamW
• Learning Rate: 3e-5
• Epochs: 3
• Batch Size: 16
• Hardware: NVIDIA A100 / L4 GPU

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Model developed by Geneline-X.