End of training

README.md

@@ -0,0 +1,80 @@
+---
+language:
+- pt
+license: apache-2.0
+base_model: openai/whisper-medium
+tags:
+- generated_from_trainer
+datasets:
+- M2LabOrg/jwlang
+metrics:
+- wer
+model-index:
+- name: Whisper medium pt jwlang - Michel Mesquita
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: jwlang 1.0
+      type: M2LabOrg/jwlang
+      args: 'config: pt, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 18.727050183598532
+---
+
+<!-- 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 medium pt jwlang - Michel Mesquita
+
+This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the jwlang 1.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6361
+- Wer: 18.7271
+
+## 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: 4000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Wer     |
+|:-------------:|:-------:|:----:|:---------------:|:-------:|
+| 0.0038        | 14.0845 | 1000 | 0.5291          | 20.3182 |
+| 0.0001        | 28.1690 | 2000 | 0.6034          | 18.9718 |
+| 0.0           | 42.2535 | 3000 | 0.6277          | 19.0942 |
+| 0.0           | 56.3380 | 4000 | 0.6361          | 18.7271 |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

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+      15
+    ],
+    [
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+      4
+    ],
+    [
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+      15
+    ],
+    [
+      16,
+      1
+    ],
+    [
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+      0
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+    [
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+      4
+    ]
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+    50257
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+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "is_multilingual": true,
+  "lang_to_id": {
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+    "<|vi|>": 50278,
+    "<|yi|>": 50335,
+    "<|yo|>": 50325,
+    "<|zh|>": 50260
+  },
+  "language": "Portuguese",
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+  "max_length": 448,
+  "no_timestamps_token_id": 50363,
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+  "task": "transcribe",
+  "task_to_id": {
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+    "translate": 50358
+  },
+  "transformers_version": "4.41.2"
+}