Upload TFWhisperForConditionalGeneration

README.md

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+---
+license: apache-2.0
+base_model: bigmorning/whisper_charsplit_new_round2__0061
+tags:
+- generated_from_keras_callback
+model-index:
+- name: whisper_charsplit_new_round3__0027
+  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_charsplit_new_round3__0027
+
+This model is a fine-tuned version of [bigmorning/whisper_charsplit_new_round2__0061](https://huggingface.co/bigmorning/whisper_charsplit_new_round2__0061) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 0.0000
+- Train Accuracy: 0.0795
+- Train Wermet: 8.2151
+- Validation Loss: 0.5614
+- Validation Accuracy: 0.0771
+- Validation Wermet: 7.1972
+- Epoch: 26
+
+## 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 |
+|:----------:|:--------------:|:------------:|:---------------:|:-------------------:|:-----------------:|:-----:|
+| 0.0009     | 0.0795         | 7.9492       | 0.5730          | 0.0769              | 7.2856            | 0     |
+| 0.0015     | 0.0795         | 8.4221       | 0.5756          | 0.0769              | 7.1487            | 1     |
+| 0.0012     | 0.0795         | 7.8476       | 0.5699          | 0.0769              | 6.5976            | 2     |
+| 0.0010     | 0.0795         | 7.6843       | 0.5740          | 0.0769              | 6.9513            | 3     |
+| 0.0014     | 0.0795         | 8.0796       | 0.5763          | 0.0768              | 7.4043            | 4     |
+| 0.0019     | 0.0795         | 7.7274       | 0.5724          | 0.0769              | 6.4922            | 5     |
+| 0.0008     | 0.0795         | 7.3468       | 0.5734          | 0.0769              | 6.1909            | 6     |
+| 0.0009     | 0.0795         | 7.2393       | 0.5816          | 0.0769              | 6.5734            | 7     |
+| 0.0010     | 0.0795         | 7.5822       | 0.5755          | 0.0769              | 6.6613            | 8     |
+| 0.0004     | 0.0795         | 7.3807       | 0.5698          | 0.0770              | 7.0671            | 9     |
+| 0.0001     | 0.0795         | 7.7157       | 0.5681          | 0.0771              | 6.8391            | 10    |
+| 0.0001     | 0.0795         | 7.7540       | 0.5725          | 0.0771              | 6.9281            | 11    |
+| 0.0001     | 0.0795         | 7.7721       | 0.5726          | 0.0771              | 6.8911            | 12    |
+| 0.0000     | 0.0795         | 7.8163       | 0.5721          | 0.0771              | 6.8876            | 13    |
+| 0.0000     | 0.0795         | 7.7745       | 0.5741          | 0.0771              | 6.8770            | 14    |
+| 0.0000     | 0.0795         | 7.7277       | 0.5752          | 0.0771              | 6.8671            | 15    |
+| 0.0000     | 0.0795         | 7.7355       | 0.5765          | 0.0771              | 6.8447            | 16    |
+| 0.0000     | 0.0795         | 7.7109       | 0.5784          | 0.0771              | 6.8560            | 17    |
+| 0.0000     | 0.0795         | 7.7427       | 0.5796          | 0.0771              | 6.8406            | 18    |
+| 0.0003     | 0.0795         | 7.6709       | 0.6610          | 0.0762              | 7.0119            | 19    |
+| 0.0115     | 0.0793         | 8.3288       | 0.5580          | 0.0769              | 7.1457            | 20    |
+| 0.0013     | 0.0795         | 8.2537       | 0.5574          | 0.0770              | 6.7708            | 21    |
+| 0.0004     | 0.0795         | 8.0507       | 0.5619          | 0.0770              | 7.0678            | 22    |
+| 0.0003     | 0.0795         | 8.0534       | 0.5593          | 0.0771              | 7.0433            | 23    |
+| 0.0002     | 0.0795         | 8.1738       | 0.5604          | 0.0771              | 7.1617            | 24    |
+| 0.0001     | 0.0795         | 8.1494       | 0.5589          | 0.0771              | 7.1609            | 25    |
+| 0.0000     | 0.0795         | 8.2151       | 0.5614          | 0.0771              | 7.1972            | 26    |
+
+
+### Framework versions
+
+- Transformers 4.32.0.dev0
+- TensorFlow 2.12.0
+- Tokenizers 0.13.3

config.json

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+{
+  "_name_or_path": "bigmorning/whisper_charsplit_new_round2__0061",
+  "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
+  ],
+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "forced_decoder_ids": [
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+      1,
+      50259
+    ],
+    [
+      2,
+      50359
+    ],
+    [
+      3,
+      50363
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+  "max_length": 448,
+  "pad_token_id": 50257,
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+  "transformers_version": "4.32.0.dev0"
+}

tf_model.h5

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+size 151253960