End of training
Browse files- README.md +83 -0
- generation_config.json +9 -0
- model.safetensors +1 -1
README.md
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 3 |
+
license: mit
|
| 4 |
+
base_model: microsoft/speecht5_tts
|
| 5 |
+
tags:
|
| 6 |
+
- generated_from_trainer
|
| 7 |
+
datasets:
|
| 8 |
+
- common_voice_17_0
|
| 9 |
+
model-index:
|
| 10 |
+
- name: SpeechT5-Hausa-7
|
| 11 |
+
results: []
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 15 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 16 |
+
|
| 17 |
+
# SpeechT5-Hausa-7
|
| 18 |
+
|
| 19 |
+
This model is a fine-tuned version of [microsoft/speecht5_tts](https://huggingface.co/microsoft/speecht5_tts) on the common_voice_17_0 dataset.
|
| 20 |
+
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 0.4667
|
| 22 |
+
|
| 23 |
+
## Model description
|
| 24 |
+
|
| 25 |
+
More information needed
|
| 26 |
+
|
| 27 |
+
## Intended uses & limitations
|
| 28 |
+
|
| 29 |
+
More information needed
|
| 30 |
+
|
| 31 |
+
## Training and evaluation data
|
| 32 |
+
|
| 33 |
+
More information needed
|
| 34 |
+
|
| 35 |
+
## Training procedure
|
| 36 |
+
|
| 37 |
+
### Training hyperparameters
|
| 38 |
+
|
| 39 |
+
The following hyperparameters were used during training:
|
| 40 |
+
- learning_rate: 0.0001
|
| 41 |
+
- train_batch_size: 4
|
| 42 |
+
- eval_batch_size: 2
|
| 43 |
+
- seed: 42
|
| 44 |
+
- gradient_accumulation_steps: 8
|
| 45 |
+
- total_train_batch_size: 32
|
| 46 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 47 |
+
- lr_scheduler_type: linear
|
| 48 |
+
- lr_scheduler_warmup_steps: 100
|
| 49 |
+
- training_steps: 2000
|
| 50 |
+
- mixed_precision_training: Native AMP
|
| 51 |
+
|
| 52 |
+
### Training results
|
| 53 |
+
|
| 54 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
| 55 |
+
|:-------------:|:-------:|:----:|:---------------:|
|
| 56 |
+
| 0.6236 | 1.8476 | 100 | 0.5467 |
|
| 57 |
+
| 0.5606 | 3.6952 | 200 | 0.5343 |
|
| 58 |
+
| 0.537 | 5.5427 | 300 | 0.4949 |
|
| 59 |
+
| 0.5195 | 7.3903 | 400 | 0.4839 |
|
| 60 |
+
| 0.511 | 9.2379 | 500 | 0.4760 |
|
| 61 |
+
| 0.5044 | 11.0855 | 600 | 0.4693 |
|
| 62 |
+
| 0.4944 | 12.9330 | 700 | 0.4693 |
|
| 63 |
+
| 0.4912 | 14.7806 | 800 | 0.4843 |
|
| 64 |
+
| 0.4792 | 16.6282 | 900 | 0.4737 |
|
| 65 |
+
| 0.4742 | 18.4758 | 1000 | 0.4659 |
|
| 66 |
+
| 0.4727 | 20.3233 | 1100 | 0.4659 |
|
| 67 |
+
| 0.4584 | 22.1709 | 1200 | 0.4637 |
|
| 68 |
+
| 0.4604 | 24.0185 | 1300 | 0.4618 |
|
| 69 |
+
| 0.4556 | 25.8661 | 1400 | 0.4637 |
|
| 70 |
+
| 0.4549 | 27.7136 | 1500 | 0.4606 |
|
| 71 |
+
| 0.4514 | 29.5612 | 1600 | 0.4629 |
|
| 72 |
+
| 0.4476 | 31.4088 | 1700 | 0.4611 |
|
| 73 |
+
| 0.4426 | 33.2564 | 1800 | 0.4636 |
|
| 74 |
+
| 0.4472 | 35.1039 | 1900 | 0.4680 |
|
| 75 |
+
| 0.4353 | 36.9515 | 2000 | 0.4667 |
|
| 76 |
+
|
| 77 |
+
|
| 78 |
+
### Framework versions
|
| 79 |
+
|
| 80 |
+
- Transformers 4.44.2
|
| 81 |
+
- Pytorch 2.4.1+cu121
|
| 82 |
+
- Datasets 3.0.0
|
| 83 |
+
- Tokenizers 0.19.1
|
generation_config.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_from_model_config": true,
|
| 3 |
+
"bos_token_id": 0,
|
| 4 |
+
"decoder_start_token_id": 2,
|
| 5 |
+
"eos_token_id": 2,
|
| 6 |
+
"max_length": 1876,
|
| 7 |
+
"pad_token_id": 1,
|
| 8 |
+
"transformers_version": "4.44.2"
|
| 9 |
+
}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 577789320
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a4b9684df2860eaba34d4951e4c58b1478594b6cae8e2ae9f60df994429bc51
|
| 3 |
size 577789320
|