Training Ended

README.md

@@ -1,6 +1,6 @@
 ---
-base_model: facebook/wav2vec2-large-xlsr-53
 license: apache-2.0
+base_model: Strange18/wav2vec2-nepali-asr
 tags:
 - generated_from_trainer
 model-index:
@@ -11,20 +11,18 @@ model-index:
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/prashant-bista-18-thapathali-campus/Nepali%20ASR/runs/knefkhwm)
-[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/prashant-bista-18-thapathali-campus/Nepali%20ASR/runs/14w7oydf)
-[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/prashant-bista-18-thapathali-campus/Nepali%20ASR/runs/14w7oydf)
+[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/prashant-bista-18-thapathali-campus/Nepali%20ASR/runs/ej7qix66)
 # wav2vec2-nepali-asr
 
-This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the None dataset.
+This model is a fine-tuned version of [Strange18/wav2vec2-nepali-asr](https://huggingface.co/Strange18/wav2vec2-nepali-asr) on the None dataset.
 It achieves the following results on the evaluation set:
-- eval_loss: 0.4330
-- eval_wer: 0.4365
-- eval_runtime: 17.7343
-- eval_samples_per_second: 15.845
-- eval_steps_per_second: 7.951
-- epoch: 86.6297
-- step: 54750
+- eval_loss: 0.1747
+- eval_wer: 0.1923
+- eval_runtime: 16.6362
+- eval_samples_per_second: 16.891
+- eval_steps_per_second: 8.475
+- epoch: 17.0095
+- step: 10750
 
 ## Model description
 
@@ -50,9 +48,9 @@ The following hyperparameters were used during training:
 - gradient_accumulation_steps: 2
 - total_train_batch_size: 4
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
+- lr_scheduler_type: reduce_lr_on_plateau
 - lr_scheduler_warmup_steps: 500
-- num_epochs: 100
+- num_epochs: 30
 - mixed_precision_training: Native AMP
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:4637563e9a45cc44f83f37bf9106f318fe66af1c2110bddbeb7a494c815207fe
 size 1262082180