---
base_model: openai/whisper-tiny
license: apache-2.0
metrics:
- wer
tags:
- generated_from_trainer
model-index:
- name: whisper-tinyfinacial
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# whisper-tinyfinacial

This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5217
- Wer: 55.6180

## 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: 1.35e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- training_steps: 600

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| No log        | 0.4   | 50   | 0.9091          | 64.0449 |
| No log        | 0.8   | 100  | 0.6941          | 52.2472 |
| No log        | 1.2   | 150  | 0.5615          | 51.6854 |
| No log        | 1.6   | 200  | 0.5219          | 47.1910 |
| No log        | 2.0   | 250  | 0.4938          | 47.7528 |
| No log        | 2.4   | 300  | 0.4970          | 50.0    |
| No log        | 2.8   | 350  | 0.4999          | 58.4270 |
| No log        | 3.2   | 400  | 0.5076          | 46.0674 |
| No log        | 3.6   | 450  | 0.5157          | 52.2472 |
| 0.3104        | 4.0   | 500  | 0.5277          | 56.1798 |
| 0.3104        | 4.4   | 550  | 0.5257          | 57.3034 |
| 0.3104        | 4.8   | 600  | 0.5217          | 55.6180 |


### Framework versions

- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1