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xls-r-uzbek-cv8

Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
Safetensors
Uzbek
wav2vec2
generated_from_trainer
hf-asr-leaderboard
mozilla-foundation/common_voice_8_0
robust-speech-event
Eval Results
Inference Endpoints
Model card Files Metrics Community
32
lucio commited on
Commit
8527826
•
1 Parent(s): c84e394

Training in progress, step 500

Browse files
Files changed (9) hide show
  1. .ipynb_checkpoints/run-checkpoint.sh +6 -6
  2. config.json +1 -1
  3. pytorch_model.bin +1 -1
  4. run.sh +6 -6
  5. runs/Feb06_16-03-20_job-0a778896-a7e2-46e9-bcf5-016f91f242cf/events.out.tfevents.1644163569.job-0a778896-a7e2-46e9-bcf5-016f91f242cf.775427.0 +2 -2
  6. runs/Feb06_18-52-28_job-0a778896-a7e2-46e9-bcf5-016f91f242cf/1644173767.9556613/events.out.tfevents.1644173767.job-0a778896-a7e2-46e9-bcf5-016f91f242cf.841782.1 +3 -0
  7. runs/Feb06_18-52-28_job-0a778896-a7e2-46e9-bcf5-016f91f242cf/events.out.tfevents.1644173767.job-0a778896-a7e2-46e9-bcf5-016f91f242cf.841782.0 +3 -0
  8. special_tokens_map.json +1 -1
  9. training_args.bin +1 -1
.ipynb_checkpoints/run-checkpoint.sh CHANGED
@@ -3,11 +3,11 @@ python ~/xls-r-uzbek-cv8/run_speech_recognition_ctc.py \
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  --model_name_or_path="facebook/wav2vec2-xls-r-300m" \
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  --dataset_config_name="uz" \
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  --output_dir="~/xls-r-uzbek-cv8" \
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- --train_split_name="train[:30%]" \
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  --eval_split_name="validation[50%:]" \
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  --overwrite_output_dir \
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- --num_train_epochs="50" \
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- --per_device_train_batch_size="64" \
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  --per_device_eval_batch_size="8" \
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  --gradient_accumulation_steps="4" \
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  --learning_rate="3e-5" \
@@ -16,11 +16,11 @@ python ~/xls-r-uzbek-cv8/run_speech_recognition_ctc.py \
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  --evaluation_strategy="steps" \
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  --text_column_name="sentence" \
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  --eval_metrics wer cer \
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- --save_steps="200" \
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- --eval_steps="200" \
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  --logging_steps="100" \
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  --min_duration_in_seconds="0.2" \
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- --layerdrop="0.05" \
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  --activation_dropout="0.1" \
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  --save_total_limit="3" \
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  --freeze_feature_encoder \
3
  --model_name_or_path="facebook/wav2vec2-xls-r-300m" \
4
  --dataset_config_name="uz" \
5
  --output_dir="~/xls-r-uzbek-cv8" \
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+ --train_split_name="train[:50%]" \
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  --eval_split_name="validation[50%:]" \
8
  --overwrite_output_dir \
9
+ --num_train_epochs="100" \
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+ --per_device_train_batch_size="32" \
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  --per_device_eval_batch_size="8" \
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  --gradient_accumulation_steps="4" \
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  --learning_rate="3e-5" \
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  --evaluation_strategy="steps" \
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  --text_column_name="sentence" \
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  --eval_metrics wer cer \
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+ --save_steps="500" \
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+ --eval_steps="500" \
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  --logging_steps="100" \
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  --min_duration_in_seconds="0.2" \
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+ --layerdrop="0.01" \
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  --activation_dropout="0.1" \
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  --save_total_limit="3" \
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  --freeze_feature_encoder \
config.json CHANGED
@@ -58,7 +58,7 @@
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  "initializer_range": 0.02,
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  "intermediate_size": 4096,
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  "layer_norm_eps": 1e-05,
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- "layerdrop": 0.05,
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  "mask_feature_length": 64,
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  "mask_feature_min_masks": 0,
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  "mask_feature_prob": 0.15,
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  "initializer_range": 0.02,
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  "intermediate_size": 4096,
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  "layer_norm_eps": 1e-05,
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+ "layerdrop": 0.01,
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  "mask_feature_length": 64,
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  "mask_feature_min_masks": 0,
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  "mask_feature_prob": 0.15,
pytorch_model.bin CHANGED
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run.sh CHANGED
@@ -3,11 +3,11 @@ python ~/xls-r-uzbek-cv8/run_speech_recognition_ctc.py \
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  --model_name_or_path="facebook/wav2vec2-xls-r-300m" \
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  --dataset_config_name="uz" \
5
  --output_dir="~/xls-r-uzbek-cv8" \
6
- --train_split_name="train[:30%]" \
7
  --eval_split_name="validation[50%:]" \
8
  --overwrite_output_dir \
9
- --num_train_epochs="50" \
10
- --per_device_train_batch_size="64" \
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  --per_device_eval_batch_size="8" \
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  --gradient_accumulation_steps="4" \
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  --learning_rate="3e-5" \
@@ -16,11 +16,11 @@ python ~/xls-r-uzbek-cv8/run_speech_recognition_ctc.py \
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  --evaluation_strategy="steps" \
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  --text_column_name="sentence" \
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  --eval_metrics wer cer \
19
- --save_steps="200" \
20
- --eval_steps="200" \
21
  --logging_steps="100" \
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  --min_duration_in_seconds="0.2" \
23
- --layerdrop="0.05" \
24
  --activation_dropout="0.1" \
25
  --save_total_limit="3" \
26
  --freeze_feature_encoder \
3
  --model_name_or_path="facebook/wav2vec2-xls-r-300m" \
4
  --dataset_config_name="uz" \
5
  --output_dir="~/xls-r-uzbek-cv8" \
6
+ --train_split_name="train[:50%]" \
7
  --eval_split_name="validation[50%:]" \
8
  --overwrite_output_dir \
9
+ --num_train_epochs="100" \
10
+ --per_device_train_batch_size="32" \
11
  --per_device_eval_batch_size="8" \
12
  --gradient_accumulation_steps="4" \
13
  --learning_rate="3e-5" \
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  --evaluation_strategy="steps" \
17
  --text_column_name="sentence" \
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  --eval_metrics wer cer \
19
+ --save_steps="500" \
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+ --eval_steps="500" \
21
  --logging_steps="100" \
22
  --min_duration_in_seconds="0.2" \
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+ --layerdrop="0.01" \
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  --activation_dropout="0.1" \
25
  --save_total_limit="3" \
26
  --freeze_feature_encoder \
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special_tokens_map.json CHANGED
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