---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- common_voice
model-index:
- name: wav2vec2-large-xls-r-1b-Irish
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# wav2vec2-large-xls-r-1b-Irish

This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on the common_voice dataset.
It achieves the following results on the evaluation set:
- Loss: 1.3599
- Wer: 0.4236
- Cer: 0.1768

## 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: 7.5e-05
- train_batch_size: 32
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 200
- num_epochs: 100
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer    | Cer    |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
| 6.3955        | 12.48 | 100  | 2.9897          | 1.0    | 1.0    |
| 2.3811        | 24.97 | 200  | 1.2304          | 0.7140 | 0.3106 |
| 1.0476        | 37.48 | 300  | 1.0661          | 0.5597 | 0.2407 |
| 0.7014        | 49.97 | 400  | 1.1788          | 0.4799 | 0.1947 |
| 0.4409        | 62.48 | 500  | 1.2649          | 0.4658 | 0.1997 |
| 0.4839        | 74.97 | 600  | 1.3259          | 0.4450 | 0.1868 |
| 0.3643        | 87.48 | 700  | 1.3506          | 0.4312 | 0.1760 |
| 0.3468        | 99.97 | 800  | 1.3599          | 0.4236 | 0.1768 |


### Framework versions

- Transformers 4.17.0.dev0
- Pytorch 1.10.2+cu102
- Datasets 1.18.2.dev0
- Tokenizers 0.11.0