Hugging Face's logo

NbAiLab
/
wav2vec2-xls-r-300m-npsc-bokmaal

Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
wav2vec2
Eval Results
Inference Endpoints
Model card Files Metrics Community
wav2vec2-xls-r-300m-npsc-bokmaal
File size: 2,282 Bytes 
c0e52ff
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
 
{
    "os": "Linux-5.13.0-27-generic-x86_64-with-glibc2.34",
    "python": "3.9.7",
    "heartbeatAt": "2022-02-07T20:03:01.810356",
    "startedAt": "2022-02-07T20:02:59.168285",
    "docker": null,
    "gpu": "NVIDIA RTX A6000",
    "gpu_count": 2,
    "cpu_count": 96,
    "cuda": null,
    "args": [
        "--dataset_name=NbAiLab/NPSC",
        "--model_name_or_path=./",
        "--hub_model_id=NbAiLab/wav2vec2-xls-r-300m-npsc-bokmaal",
        "--dataset_config_name=16K_mp3_bokmaal",
        "--output_dir=./",
        "--overwrite_output_dir",
        "--num_train_epochs=11",
        "--per_device_train_batch_size=16",
        "--per_device_eval_batch_size=16",
        "--gradient_accumulation_steps=2",
        "--learning_rate=6.185717493824388e-05",
        "--warmup_steps=0",
        "--length_column_name=input_length",
        "--evaluation_strategy=steps",
        "--text_column_name=text",
        "--save_steps=500",
        "--eval_steps=500",
        "--logging_steps=100",
        "--layerdrop=0.041",
        "--attention_dropout=0.094",
        "--activation_dropout=0.055",
        "--hidden_dropout=0.047",
        "--save_total_limit=3",
        "--freeze_feature_encoder",
        "--feat_proj_dropout=0.04",
        "--mask_time_prob=0.082",
        "--mask_time_length=10",
        "--mask_feature_prob=0.25",
        "--mask_feature_length=64",
        "--gradient_checkpointing",
        "--min_duration_in_seconds=0.5",
        "--max_duration_in_seconds=30.0",
        "--use_auth_token",
        "--seed=42",
        "--fp16",
        "--group_by_length",
        "--do_train",
        "--do_eval",
        "--push_to_hub",
        "--preprocessing_num_workers=32"
    ],
    "state": "running",
    "program": "/mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/run_speech_recognition_ctc.py",
    "codePath": "run_speech_recognition_ctc.py",
    "git": {
        "remote": "https://huggingface.co/NbAiLab/wav2vec2-xls-r-300m-npsc-bokmaal",
        "commit": "1aab1179d8882dd40f362f7dd21485f9a75f30ed"
    },
    "email": "versae@gmail.com",
    "root": "/mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal",
    "host": "dante",
    "username": "javierr",
    "executable": "/mnt/lv_ai_1_dante/javierr/audio/bin/python"
}