End of training

README.md

@@ -0,0 +1,79 @@
+---
+language:
+- so
+license: apache-2.0
+base_model: steja/whisper-small-somali
+tags:
+- generated_from_trainer
+datasets:
+- google/fleurs
+metrics:
+- wer
+model-index:
+- name: Whisper Small So - kheder yusuf
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: google/fleurs
+      type: google/fleurs
+      config: so_so
+      split: None
+      args: 'config: so_so, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 21.001297668382936
+---
+
+<!-- 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. -->
+
+# Whisper Small So - kheder yusuf
+
+This model is a fine-tuned version of [steja/whisper-small-somali](https://huggingface.co/steja/whisper-small-somali) on the google/fleurs dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2840
+- Wer: 21.0013
+
+## 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: 1e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- training_steps: 1000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer     |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|
+| 0.257         | 3.47  | 1000 | 0.2840          | 21.0013 |
+
+
+### Framework versions
+
+- Transformers 4.37.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.0
+- Tokenizers 0.15.2

generation_config.json

@@ -0,0 +1,15 @@
+{
+  "begin_suppress_tokens": [
+    220,
+    50257
+  ],
+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "language": "somali",
+  "max_length": 448,
+  "pad_token_id": 50257,
+  "task": "transcribe",
+  "transformers_version": "4.37.2",
+  "use_cache": false
+}