You can deploy this model and start earning money today!

patrickvonplaten/
hello_2b_3

Name: hello_2b_3
Availability: InStock

transformers

pytorch

wav2vec2

automatic-speech-recognition

common_voice

generated_from_trainer

common_voice

endpoints_compatible

Views

No views yet

hello_2b_3

This model is a fine-tuned version of facebook/wav2vec2-xls-r-2b on the COMMON_VOICE - TR dataset. It achieves the following results on the evaluation set:

Loss: 1.5615
Wer: 0.9808

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: 5e-06
train_batch_size: 2
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 8
total_train_batch_size: 32
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 30.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
3.6389	0.92	100	3.6218	1.0
1.6676	1.85	200	3.2655	1.0
0.3067	2.77	300	3.2273	1.0
0.1924	3.7	400	3.0238	0.9999
0.1777	4.63	500	2.1606	0.9991
0.1481	5.55	600	1.8742	0.9982
0.1128	6.48	700	2.0114	0.9994
0.1806	7.4	800	1.9032	0.9984
0.0399	8.33	900	2.0556	0.9996
0.0729	9.26	1000	2.0515	0.9987
0.0847	10.18	1100	2.2121	0.9995
0.0777	11.11	1200	1.7002	0.9923
0.0476	12.04	1300	1.5262	0.9792
0.0518	12.96	1400	1.5990	0.9832
0.071	13.88	1500	1.6326	0.9875
0.0333	14.81	1600	1.5955	0.9870
0.0369	15.74	1700	1.5577	0.9832
0.0689	16.66	1800	1.5415	0.9839
0.0227	17.59	1900	1.5450	0.9878
0.0472	18.51	2000	1.5642	0.9846
0.0214	19.44	2100	1.6103	0.9846
0.0289	20.37	2200	1.6467	0.9898
0.0182	21.29	2300	1.5268	0.9780
0.0439	22.22	2400	1.6001	0.9818
0.06	23.15	2500	1.5481	0.9813
0.0351	24.07	2600	1.5672	0.9820
0.0198	24.99	2700	1.6303	0.9856
0.0328	25.92	2800	1.5958	0.9831
0.0245	26.85	2900	1.5745	0.9809
0.0885	27.77	3000	1.5455	0.9809
0.0224	28.7	3100	1.5378	0.9824
0.0223	29.63	3200	1.5642	0.9810

Framework versions

Transformers 4.13.0.dev0
Pytorch 1.10.0
Datasets 1.15.2.dev0
Tokenizers 0.10.3

patrickvonplaten/hello_2b_3

hello_2b_3

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

patrickvonplaten/
hello_2b_3