Upload TFWhisperForConditionalGeneration

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: whisper_new_split_0015
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# whisper_new_split_0015
+
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 0.2435
+- Train Accuracy: 0.0318
+- Train Wermet: 1.0708
+- Validation Loss: 0.4956
+- Validation Accuracy: 0.0311
+- Validation Wermet: 1.3002
+- Epoch: 14
+
+## 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:
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 1e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Train Accuracy | Train Wermet | Validation Loss | Validation Accuracy | Validation Wermet | Epoch |
+|:----------:|:--------------:|:------------:|:---------------:|:-------------------:|:-----------------:|:-----:|
+| 5.0893     | 0.0113         | 46.3159      | 4.4569          | 0.0121              | 31.4483           | 0     |
+| 4.3529     | 0.0125         | 24.8207      | 4.0642          | 0.0139              | 18.8976           | 1     |
+| 3.9397     | 0.0141         | 9.9437       | 3.6569          | 0.0157              | 5.4566            | 2     |
+| 3.4766     | 0.0160         | 4.3752       | 2.9964          | 0.0189              | 2.4421            | 3     |
+| 2.3852     | 0.0210         | 3.2319       | 1.7460          | 0.0249              | 3.1959            | 4     |
+| 1.4611     | 0.0253         | 3.3229       | 1.2189          | 0.0274              | 2.2798            | 5     |
+| 1.0329     | 0.0274         | 2.7657       | 0.9634          | 0.0286              | 2.2747            | 6     |
+| 0.7988     | 0.0286         | 2.6849       | 0.8141          | 0.0294              | 2.9108            | 7     |
+| 0.6469     | 0.0294         | 2.4631       | 0.7154          | 0.0299              | 2.1715            | 8     |
+| 0.5370     | 0.0300         | 1.9300       | 0.6481          | 0.0302              | 1.4509            | 9     |
+| 0.4531     | 0.0305         | 1.4546       | 0.5993          | 0.0305              | 1.9275            | 10    |
+| 0.3861     | 0.0309         | 1.2435       | 0.5585          | 0.0307              | 1.9232            | 11    |
+| 0.3302     | 0.0312         | 1.1609       | 0.5326          | 0.0308              | 1.1517            | 12    |
+| 0.2840     | 0.0316         | 1.0231       | 0.5090          | 0.0310              | 1.1122            | 13    |
+| 0.2435     | 0.0318         | 1.0708       | 0.4956          | 0.0311              | 1.3002            | 14    |
+
+
+### Framework versions
+
+- Transformers 4.27.0.dev0
+- TensorFlow 2.11.0
+- Datasets 2.10.0
+- Tokenizers 0.13.2

config.json

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+{
+  "_name_or_path": "openai/whisper-tiny",
+  "activation_dropout": 0.0,
+  "activation_function": "gelu",
+  "apply_spec_augment": false,
+  "architectures": [
+    "WhisperForConditionalGeneration"
+  ],
+  "attention_dropout": 0.0,
+  "begin_suppress_tokens": [
+    220,
+    50257
+  ],
+  "bos_token_id": 50257,
+  "d_model": 384,
+  "decoder_attention_heads": 6,
+  "decoder_ffn_dim": 1536,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 4,
+  "decoder_start_token_id": 50258,
+  "dropout": 0.0,
+  "encoder_attention_heads": 6,
+  "encoder_ffn_dim": 1536,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 4,
+  "eos_token_id": 50257,
+  "forced_decoder_ids": [
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+    [
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+  ],
+  "init_std": 0.02,
+  "is_encoder_decoder": true,
+  "mask_feature_length": 10,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_prob": 0.05,
+  "max_length": 448,
+  "max_source_positions": 1500,
+  "max_target_positions": 448,
+  "model_type": "whisper",
+  "num_hidden_layers": 4,
+  "num_mel_bins": 80,
+  "pad_token_id": 50257,
+  "scale_embedding": false,
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+  "use_cache": true,
+  "vocab_size": 51865
+}

generation_config.json

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+{
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+    220,
+    50257
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+  "decoder_start_token_id": 50258,
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+  "forced_decoder_ids": [
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+    [
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+}

tf_model.h5

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