Downloads · 30 days
2
13% of all-time downloads
nectar_aihub_model_10000steps
lalok/nectar_aihub_model_10000steps
nectar_aihub_model_10000steps is a automatic speech recognition model from lalok. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
16
Public
Parameters
764M
27.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors3.1 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jul 2, 2024
- Updated
- Jul 4, 2024
- SHA
- baf8584a
Base models
Model card
From the Hugging Face model README
<!-- 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. -->
nectar_aihub_model_10000steps
This model is a fine-tuned version of openai/whisper-medium on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1407
- Cer: 10.7869
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: 1e-05
- train_batch_size: 16
- 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: 500
- training_steps: 10000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 0.2001 | 0.1743 | 2000 | 0.1952 | 13.8677 |
| 0.1786 | 0.3486 | 4000 | 0.1752 | 11.6286 |
| 0.1438 | 0.5229 | 6000 | 0.1595 | 11.4573 |
| 0.1521 | 0.6972 | 8000 | 0.1470 | 10.8939 |
| 0.1396 | 0.8715 | 10000 | 0.1407 | 10.7869 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.2.2+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Jul 2, 2024
- Updated
- Jul 4, 2024