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_4_with_init_sun_syl_wd_0__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_4_with_init_sun_syl_wd_0__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: 2.8703
+- Train Accuracy: 0.0174
+- Train Wermet: 0.5936
+- Train Wermet Syl: 0.5685
+- Validation Loss: 2.2644
+- Validation Accuracy: 0.0156
+- Validation Wermet: 0.6310
+- Validation Wermet Syl: 0.5925
+- 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': 1e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Train Accuracy | Train Wermet | Train Wermet Syl | Validation Loss | Validation Accuracy | Validation Wermet | Validation Wermet Syl | Epoch |
+|:----------:|:--------------:|:------------:|:----------------:|:---------------:|:-------------------:|:-----------------:|:---------------------:|:-----:|
+| 5.3409     | 0.0111         | 1.3547       | 1.2898           | 3.9789          | 0.0114              | 0.9710            | 0.9563                | 0     |
+| 4.7143     | 0.0116         | 0.8622       | 0.8228           | 3.9404          | 0.0113              | 0.9823            | 0.9735                | 1     |
+| 4.6752     | 0.0117         | 0.8472       | 0.8057           | 3.9081          | 0.0114              | 0.9579            | 0.9359                | 2     |
+| 4.6500     | 0.0117         | 0.8382       | 0.7945           | 3.8820          | 0.0115              | 0.9213            | 0.8856                | 3     |
+| 4.6282     | 0.0118         | 0.8286       | 0.7805           | 3.8738          | 0.0114              | 0.9433            | 0.9119                | 4     |
+| 4.6095     | 0.0118         | 0.8190       | 0.7696           | 3.8630          | 0.0115              | 0.9117            | 0.8698                | 5     |
+| 4.5875     | 0.0119         | 0.7976       | 0.7465           | 3.8341          | 0.0116              | 0.8976            | 0.8552                | 6     |
+| 4.5682     | 0.0120         | 0.7753       | 0.7227           | 3.8277          | 0.0116              | 0.9014            | 0.8653                | 7     |
+| 4.5376     | 0.0121         | 0.7528       | 0.7005           | 3.7844          | 0.0118              | 0.8332            | 0.7815                | 8     |
+| 4.5060     | 0.0122         | 0.7392       | 0.6844           | 3.7537          | 0.0118              | 0.8578            | 0.8152                | 9     |
+| 4.4580     | 0.0124         | 0.7221       | 0.6694           | 3.7038          | 0.0120              | 0.8190            | 0.7679                | 10    |
+| 4.3989     | 0.0125         | 0.7156       | 0.6636           | 3.6169          | 0.0122              | 0.7979            | 0.7429                | 11    |
+| 4.3056     | 0.0128         | 0.7069       | 0.6557           | 3.5098          | 0.0125              | 0.7924            | 0.7396                | 12    |
+| 4.1673     | 0.0132         | 0.7054       | 0.6584           | 3.3542          | 0.0128              | 0.7759            | 0.7240                | 13    |
+| 3.9762     | 0.0138         | 0.6987       | 0.6559           | 3.1318          | 0.0133              | 0.7644            | 0.7231                | 14    |
+| 3.7385     | 0.0145         | 0.6835       | 0.6448           | 2.9144          | 0.0138              | 0.7392            | 0.6955                | 15    |
+| 3.5040     | 0.0152         | 0.6644       | 0.6298           | 2.7413          | 0.0142              | 0.7019            | 0.6548                | 16    |
+| 3.2728     | 0.0160         | 0.6408       | 0.6101           | 2.5183          | 0.0149              | 0.6798            | 0.6363                | 17    |
+| 3.0657     | 0.0167         | 0.6188       | 0.5912           | 2.3594          | 0.0153              | 0.6528            | 0.6103                | 18    |
+| 2.8703     | 0.0174         | 0.5936       | 0.5685           | 2.2644          | 0.0156              | 0.6310            | 0.5925                | 19    |
+
+
+### Framework versions
+
+- Transformers 4.34.0.dev0
+- TensorFlow 2.13.0
+- 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,
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+    ],
+    [
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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,
+  "median_filter_width": 7,
+  "model_type": "whisper",
+  "num_hidden_layers": 4,
+  "num_mel_bins": 80,
+  "pad_token_id": -100,
+  "scale_embedding": false,
+  "suppress_tokens": [],
+  "torch_dtype": "float32",
+  "transformers_version": "4.34.0.dev0",
+  "use_cache": true,
+  "use_weighted_layer_sum": false,
+  "vocab_size": 51865
+}

generation_config.json

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+    50257
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+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "forced_decoder_ids": [
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+      50259
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+  "pad_token_id": 50257,
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+  "transformers_version": "4.34.0.dev0"
+}

tf_model.h5

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