Upload TFWhisperForConditionalGeneration

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: whisper3_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. -->
+
+# whisper3_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: 0.3562
+- Train Accuracy: 0.0320
+- Validation Loss: 0.6019
+- Validation Accuracy: 0.0311
+- 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 | Validation Loss | Validation Accuracy | Epoch |
+|:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
+| 5.0832     | 0.0116         | 4.4298          | 0.0124              | 0     |
+| 4.3130     | 0.0131         | 4.0733          | 0.0141              | 1     |
+| 3.9211     | 0.0146         | 3.6762          | 0.0157              | 2     |
+| 3.5505     | 0.0159         | 3.3453          | 0.0171              | 3     |
+| 3.1592     | 0.0175         | 2.8062          | 0.0199              | 4     |
+| 2.2581     | 0.0220         | 1.7622          | 0.0252              | 5     |
+| 1.4671     | 0.0259         | 1.2711          | 0.0276              | 6     |
+| 1.0779     | 0.0278         | 1.0220          | 0.0288              | 7     |
+| 0.8591     | 0.0290         | 0.8836          | 0.0295              | 8     |
+| 0.7159     | 0.0297         | 0.7918          | 0.0300              | 9     |
+| 0.6105     | 0.0304         | 0.7276          | 0.0303              | 10    |
+| 0.5287     | 0.0309         | 0.6850          | 0.0306              | 11    |
+| 0.4614     | 0.0313         | 0.6472          | 0.0308              | 12    |
+| 0.4049     | 0.0317         | 0.6199          | 0.0310              | 13    |
+| 0.3562     | 0.0320         | 0.6019          | 0.0311              | 14    |
+
+
+### Framework versions
+
+- Transformers 4.25.0.dev0
+- TensorFlow 2.9.2
+- Datasets 2.6.1
+- Tokenizers 0.13.2

config.json

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+{
+  "_name_or_path": "openai/whisper-tiny",
+  "activation_dropout": 0.0,
+  "activation_function": "gelu",
+  "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": [
+    [
+      1,
+      50259
+    ],
+    [
+      2,
+      50359
+    ],
+    [
+      3,
+      50363
+    ]
+  ],
+  "init_std": 0.02,
+  "is_encoder_decoder": true,
+  "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,
+  "suppress_tokens": [
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+  "torch_dtype": "float32",
+  "transformers_version": "4.25.0.dev0",
+  "use_cache": true,
+  "vocab_size": 51865
+}

tf_model.h5

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