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.ipynb_checkpoints/preprocessor_config-checkpoint.json +14 -0
README.md +68 -0
generation_config.json +187 -0
model.safetensors +1 -1
runs/May20_04-13-26_instance-nubbiesdubbieswubbiestubbie/events.out.tfevents.1716178412.instance-nubbiesdubbieswubbiestubbie.14219.2 +2 -2

.ipynb_checkpoints/preprocessor_config-checkpoint.json ADDED Viewed

	@@ -0,0 +1,14 @@

+{
+  "chunk_length": 30,
+  "feature_extractor_type": "WhisperFeatureExtractor",
+  "feature_size": 80,
+  "hop_length": 160,
+  "n_fft": 400,
+  "n_samples": 480000,
+  "nb_max_frames": 3000,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "WhisperProcessor",
+  "return_attention_mask": false,
+  "sampling_rate": 16000
+}

README.md ADDED Viewed

	@@ -0,0 +1,68 @@

+---
+license: apache-2.0
+base_model: openai/whisper-small.en
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: whisper-small-til-asr
+  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. -->
+# whisper-small-til-asr
+This model is a fine-tuned version of [openai/whisper-small.en](https://huggingface.co/openai/whisper-small.en) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0014
+- Wer: 0.0665
+## 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: 1.25e-05
+- train_batch_size: 2
+- eval_batch_size: 1
+- seed: 42
+- 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_warmup_steps: 100
+- training_steps: 1000
+- mixed_precision_training: Native AMP
+### Training results
+| Training Loss | Epoch  | Step | Validation Loss | Wer    |
+|:-------------:|:------:|:----:|:---------------:|:------:|
+| 0.0015        | 0.2540 | 200  | 0.0053          | 0.1994 |
+| 0.0001        | 0.5079 | 400  | 0.0024          | 0.0831 |
+| 0.0001        | 0.7619 | 600  | 0.0013          | 0.0831 |
+| 0.0001        | 1.0159 | 800  | 0.0015          | 0.0665 |
+| 0.0           | 1.2698 | 1000 | 0.0014          | 0.0665 |
+### Framework versions
+- Transformers 4.41.0
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

generation_config.json ADDED Viewed

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+  "decoder_start_token_id": 50257,
+  "eos_token_id": 50256,
+  "is_multilingual": false,
+  "max_initial_timestamp_index": 50,
+  "max_length": 448,
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+  "pad_token_id": 50256,
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+}

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