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metadata
license: cc-by-nc-4.0
base_model: facebook/mms-1b-all
tags:
  - generated_from_trainer
metrics:
  - wer
model-index:
  - name: mms-lug
    results: []

Sunbird - MMS Finetuned Models

This model is a fine-tuned version of facebook/mms-1b-all on the None dataset.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

To Add

Results

Language Adapter WER (%) CER (%) Additional Details
Luganda (Lug)
Lug-Base
Lug+5Gram LM
Lug+3Gram LM
Lug+English Combined
Acholi (Ach)
Ach-Base
Ach+3Gram LM
Ach+5Gram LM
Lugbara (Lgg)
Lgg+3Gram LM
Lgg+5Gram LM
Teso (Teo)
Teo+3Gram LM
Teo+5Gram LM
Nyankore (Nyn)
Nyn-Base
Nyn+3Gram LM
Nyn+5Gram LM

Note: LM stands for Language Model. The +3Gram LM and +5Gram LM suffixes indicate models enhanced with trigram and five-gram language models, respectively.

Framework versions

  • Transformers 4.32.0.dev0
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.0
  • Tokenizers 0.13.3