Model save

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: openai/whisper-tiny.en
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: dysarthria-tiny-en
+  results: []
+---
+
+<!-- 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. -->
+
+# dysarthria-tiny-en
+
+This model is a fine-tuned version of [openai/whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2870
+- Wer: 52.8131
+- Cer: 36.9112
+
+## 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: 5000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch    | Step | Validation Loss | Wer      | Cer      |
+|:-------------:|:--------:|:----:|:---------------:|:--------:|:--------:|
+| 0.0255        | 13.5135  | 500  | 0.4034          | 199.4555 | 178.1629 |
+| 0.0005        | 27.0270  | 1000 | 0.2994          | 17.9673  | 11.4738  |
+| 0.0002        | 40.5405  | 1500 | 0.2941          | 17.2414  | 11.1373  |
+| 0.0002        | 54.0541  | 2000 | 0.2917          | 16.6969  | 10.7672  |
+| 0.0001        | 67.5676  | 2500 | 0.2892          | 15.9710  | 10.3634  |
+| 0.0001        | 81.0811  | 3000 | 0.2886          | 53.7205  | 37.3486  |
+| 0.0001        | 94.5946  | 3500 | 0.2882          | 53.1760  | 37.2813  |
+| 0.0001        | 108.1081 | 4000 | 0.2881          | 53.1760  | 37.3486  |
+| 0.0001        | 121.6216 | 4500 | 0.2870          | 52.8131  | 36.9112  |
+| 0.0           | 135.1351 | 5000 | 0.2870          | 52.8131  | 36.9112  |
+
+
+### Framework versions
+
+- Transformers 4.45.1
+- Pytorch 2.4.1+cu121
+- Datasets 3.0.1
+- Tokenizers 0.20.0

generation_config.json

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+{
+  "alignment_heads": [
+    [
+      1,
+      0
+    ],
+    [
+      2,
+      0
+    ],
+    [
+      2,
+      5
+    ],
+    [
+      3,
+      0
+    ],
+    [
+      3,
+      1
+    ],
+    [
+      3,
+      2
+    ],
+    [
+      3,
+      3
+    ],
+    [
+      3,
+      4
+    ]
+  ],
+  "begin_suppress_tokens": [
+    220,
+    50256
+  ],
+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50257,
+  "eos_token_id": 50256,
+  "forced_decoder_ids": [
+    [
+      1,
+      50362
+    ]
+  ],
+  "is_multilingual": false,
+  "max_initial_timestamp_index": 50,
+  "max_length": 448,
+  "no_timestamps_token_id": 50362,
+  "pad_token_id": 50256,
+  "prev_sot_token_id": 50360,
+  "return_timestamps": false,
+  "suppress_tokens": [],
+  "transformers_version": "4.45.1"
+}

model.safetensors

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