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mms-1bl1107-ulwa-30 – AI Model by colorlessideas | AlphaNeural AI
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mms-1bl1107-ulwa-30
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transformers
tensorboard
safetensors
wav2vec2
automatic-speech-recognition
generated_from_trainer
facebook/mms-1b-l1107
finetune
cc-by-nc-4.0
endpoints_compatible
us
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mms-1bl1107-ulwa-30
This model is a fine-tuned version of
facebook/mms-1b-l1107
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.3819
Cer: 0.1102
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 0.001
train_batch_size: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 30
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Cer
2.5692
26.6667
400
0.3819
0.1102
Framework versions
Transformers 4.49.0.dev0
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0
