Upload TFWhisperForConditionalGeneration

README.md

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+---
+license: apache-2.0
+base_model: openai/whisper-tiny
+tags:
+- generated_from_keras_callback
+model-index:
+- name: whisper_train_on_validated_cv_model__0020
+  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_train_on_validated_cv_model__0020
+
+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: 0.0257
+- Train Accuracy: 0.0818
+- Train Wermet: 6.1581
+- Validation Loss: 0.4476
+- Validation Accuracy: 0.0720
+- Validation Wermet: 7.0531
+- Epoch: 19
+
+## 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': 2e-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 |
+|:----------:|:--------------:|:------------:|:---------------:|:-------------------:|:-----------------:|:-----:|
+| 2.2992     | 0.0331         | 6.3187       | 1.9677          | 0.0372              | 7.2782            | 0     |
+| 1.7447     | 0.0431         | 5.6345       | 1.7865          | 0.0408              | 6.3969            | 1     |
+| 1.5036     | 0.0480         | 5.6512       | 1.4821          | 0.0468              | 5.1810            | 2     |
+| 1.0955     | 0.0567         | 4.4606       | 1.0492          | 0.0557              | 3.7886            | 3     |
+| 0.7076     | 0.0654         | 4.9157       | 0.7312          | 0.0627              | 4.2416            | 4     |
+| 0.4703     | 0.0710         | 4.9749       | 0.5668          | 0.0664              | 4.8883            | 5     |
+| 0.3552     | 0.0737         | 5.1823       | 0.4725          | 0.0685              | 4.8141            | 6     |
+| 0.2865     | 0.0754         | 4.1024       | 0.4358          | 0.0694              | 3.8550            | 7     |
+| 0.2380     | 0.0765         | 3.3689       | 0.3947          | 0.0704              | 2.2953            | 8     |
+| 0.1998     | 0.0775         | 2.6219       | 0.3848          | 0.0707              | 3.0529            | 9     |
+| 0.1687     | 0.0782         | 2.2111       | 0.3689          | 0.0711              | 1.8146            | 10    |
+| 0.1417     | 0.0789         | 2.5284       | 0.3709          | 0.0713              | 1.9439            | 11    |
+| 0.1190     | 0.0795         | 2.8048       | 0.3631          | 0.0716              | 3.0845            | 12    |
+| 0.0983     | 0.0800         | 3.2668       | 0.3657          | 0.0717              | 3.6423            | 13    |
+| 0.0815     | 0.0804         | 3.8567       | 0.3806          | 0.0717              | 6.1506            | 14    |
+| 0.0659     | 0.0808         | 5.0931       | 0.3920          | 0.0718              | 6.4431            | 15    |
+| 0.0520     | 0.0812         | 5.6397       | 0.3935          | 0.0720              | 5.1514            | 16    |
+| 0.0409     | 0.0814         | 5.7797       | 0.4147          | 0.0720              | 4.2822            | 17    |
+| 0.0330     | 0.0816         | 5.1017       | 0.4354          | 0.0719              | 6.2876            | 18    |
+| 0.0257     | 0.0818         | 6.1581       | 0.4476          | 0.0720              | 7.0531            | 19    |
+
+
+### Framework versions
+
+- Transformers 4.32.0.dev0
+- TensorFlow 2.12.0
+- Tokenizers 0.13.3

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": [
+    50257
+  ],
+  "bos_token_id": 50257,
+  "classifier_proj_size": 256,
+  "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,
+      50289
+    ],
+    [
+      2,
+      50359
+    ],
+    [
+      3,
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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,
+  "median_filter_width": 7,
+  "model_type": "whisper",
+  "num_hidden_layers": 4,
+  "num_mel_bins": 80,
+  "pad_token_id": 50257,
+  "scale_embedding": false,
+  "suppress_tokens": [],
+  "torch_dtype": "float32",
+  "transformers_version": "4.32.0.dev0",
+  "use_cache": true,
+  "use_weighted_layer_sum": false,
+  "vocab_size": 51865
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "begin_suppress_tokens": [
+    220,
+    50257
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+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "forced_decoder_ids": [
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+  "pad_token_id": 50257,
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+  "transformers_version": "4.32.0.dev0"
+}

tf_model.h5

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