Hugging Face's logo

simpragma
/
breeze-listen-w2v2-ml

Automatic Speech Recognition
Transformers
Safetensors
Malayalam
wav2vec2
mozilla-foundation/common_voice_16_0
mms
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
breeze-listen-w2v2-ml
File size: 4,467 Bytes 
abb8a1f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c035e58
1cb4ee3
 
420217d
2f5ea4e
 
56e9c92
8d4fecb
 
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
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
 
01/29/2024 19:52:08 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1, distributed training: True, 16-bits training: True
01/29/2024 19:52:08 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
auto_find_batch_size=False,
bf16=False,
bf16_full_eval=False,
data_seed=None,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_persistent_workers=False,
dataloader_pin_memory=True,
dataloader_prefetch_factor=None,
ddp_backend=None,
ddp_broadcast_buffers=None,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
ddp_timeout=1800,
debug=[],
deepspeed=None,
disable_tqdm=False,
dispatch_batches=None,
do_eval=True,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_delay=0,
eval_steps=200,
evaluation_strategy=IntervalStrategy.STEPS,
fp16=True,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
fsdp=[],
fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False},
fsdp_min_num_params=0,
fsdp_transformer_layer_cls_to_wrap=None,
full_determinism=False,
gradient_accumulation_steps=1,
gradient_checkpointing=True,
gradient_checkpointing_kwargs=None,
greater_is_better=None,
group_by_length=True,
half_precision_backend=auto,
hub_always_push=False,
hub_model_id=simpragma/breeze-listen-w2v2-ml,
hub_private_repo=False,
hub_strategy=HubStrategy.EVERY_SAVE,
hub_token=<HUB_TOKEN>,
ignore_data_skip=False,
include_inputs_for_metrics=False,
include_num_input_tokens_seen=False,
include_tokens_per_second=False,
jit_mode_eval=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=0.001,
length_column_name=input_length,
load_best_model_at_end=False,
local_rank=0,
log_level=passive,
log_level_replica=warning,
log_on_each_node=True,
logging_dir=/cosmos/home/sp-operator/ai/training/models/simpragma/breeze-listen-w2v2-ml/runs/Jan29_19-52-08_knight,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=500,
logging_strategy=IntervalStrategy.STEPS,
lr_scheduler_kwargs={},
lr_scheduler_type=SchedulerType.LINEAR,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=None,
mp_parameters=,
neftune_noise_alpha=None,
no_cuda=False,
num_train_epochs=4.0,
optim=OptimizerNames.ADAMW_BNB,
optim_args=None,
output_dir=/cosmos/home/sp-operator/ai/training/models/simpragma/breeze-listen-w2v2-ml,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=8,
per_device_train_batch_size=4,
prediction_loss_only=False,
push_to_hub=True,
push_to_hub_model_id=None,
push_to_hub_organization=None,
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
ray_scope=last,
remove_unused_columns=True,
report_to=[],
resume_from_checkpoint=None,
run_name=/cosmos/home/sp-operator/ai/training/models/simpragma/breeze-listen-w2v2-ml,
save_on_each_node=False,
save_only_model=False,
save_safetensors=True,
save_steps=200,
save_strategy=IntervalStrategy.STEPS,
save_total_limit=3,
seed=42,
skip_memory_metrics=True,
split_batches=False,
tf32=None,
torch_compile=False,
torch_compile_backend=None,
torch_compile_mode=None,
torchdynamo=None,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_cpu=False,
use_ipex=False,
use_legacy_prediction_loop=False,
use_mps_device=False,
warmup_ratio=0.0,
warmup_steps=100,
weight_decay=0.0,
)
{'eval_loss': 5.472805500030518, 'eval_wer': 1.075673807878369, 'eval_runtime': 162.595, 'eval_samples_per_second': 4.078, 'eval_steps_per_second': 0.51, 'epoch': 0.41}
{'eval_loss': 5.127437114715576, 'eval_wer': 1.003800967519005, 'eval_runtime': 163.1607, 'eval_samples_per_second': 4.063, 'eval_steps_per_second': 0.509, 'epoch': 0.81}
{'loss': 6.5037, 'learning_rate': 0.0007890792291220557, 'epoch': 1.02}
{'eval_loss': 0.6166694760322571, 'eval_wer': 0.8130615065653075, 'eval_runtime': 161.3235, 'eval_samples_per_second': 4.11, 'eval_steps_per_second': 0.514, 'epoch': 1.22}
{'eval_loss': 0.328411728143692, 'eval_wer': 0.582930200414651, 'eval_runtime': 162.053, 'eval_samples_per_second': 4.091, 'eval_steps_per_second': 0.512, 'epoch': 1.63}
{'loss': 1.0482, 'learning_rate': 0.0005214132762312634, 'epoch': 2.03}
{'eval_loss': 0.3169207274913788, 'eval_wer': 0.5666897028334485, 'eval_runtime': 165.1028, 'eval_samples_per_second': 4.016, 'eval_steps_per_second': 0.503, 'epoch': 2.03}
{'eval_loss': 0.28758111596107483, 'eval_wer': 0.5425017277125086, 'eval_runtime': 160.9496, 'eval_samples_per_second': 4.119, 'eval_steps_per_second': 0.516, 'epoch': 2.44}