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bigmorning
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whisper_new_split_0005

Automatic Speech Recognition
Transformers
TensorFlow
whisper
generated_from_keras_callback
Inference Endpoints
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Upload TFWhisperForConditionalGeneration

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  1. README.md +11 -11
  2. config.json +14 -2
  3. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,12 +14,12 @@ probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Train Loss: 1.2830
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- - Train Accuracy: 0.0262
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- - Train Wermet: 10.0196
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- - Validation Loss: 1.1100
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- - Validation Accuracy: 0.0279
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- - Validation Wermet: 9.5683
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  - Epoch: 4
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  ## Model description
@@ -46,11 +46,11 @@ The following hyperparameters were used during training:
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  | Train Loss | Train Accuracy | Train Wermet | Validation Loss | Validation Accuracy | Validation Wermet | Epoch |
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  |:----------:|:--------------:|:------------:|:---------------:|:-------------------:|:-----------------:|:-----:|
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- | 5.0901 | 0.0113 | 53.3790 | 4.4090 | 0.0122 | 42.3548 | 0 |
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- | 4.3135 | 0.0127 | 42.3551 | 3.9430 | 0.0149 | 37.1045 | 1 |
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- | 3.3458 | 0.0173 | 31.6069 | 2.3945 | 0.0222 | 25.5461 | 2 |
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- | 1.9669 | 0.0232 | 13.7935 | 1.4966 | 0.0261 | 6.9562 | 3 |
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- | 1.2830 | 0.0262 | 10.0196 | 1.1100 | 0.0279 | 9.5683 | 4 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Train Loss: 1.3529
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+ - Train Accuracy: 0.0258
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+ - Train Wermet: 17.4367
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+ - Validation Loss: 1.1712
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+ - Validation Accuracy: 0.0276
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+ - Validation Wermet: 17.7695
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  - Epoch: 4
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  ## Model description
 
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  | Train Loss | Train Accuracy | Train Wermet | Validation Loss | Validation Accuracy | Validation Wermet | Epoch |
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  |:----------:|:--------------:|:------------:|:---------------:|:-------------------:|:-----------------:|:-----:|
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+ | 5.1027 | 0.0113 | 52.5530 | 4.4267 | 0.0121 | 41.4796 | 0 |
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+ | 4.3285 | 0.0126 | 38.6893 | 3.9835 | 0.0145 | 33.6050 | 1 |
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+ | 3.4573 | 0.0168 | 30.7714 | 2.5568 | 0.0215 | 31.7559 | 2 |
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+ | 2.0878 | 0.0226 | 20.5131 | 1.5738 | 0.0257 | 21.2159 | 3 |
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+ | 1.3529 | 0.0258 | 17.4367 | 1.1712 | 0.0276 | 17.7695 | 4 |
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  ### Framework versions
config.json CHANGED
@@ -8,7 +8,6 @@
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  ],
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  "attention_dropout": 0.0,
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  "begin_suppress_tokens": [
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- 220,
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  50257
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  ],
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  "bos_token_id": 50257,
@@ -24,7 +23,20 @@
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  "encoder_layerdrop": 0.0,
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  "encoder_layers": 4,
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  "eos_token_id": 50257,
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- "forced_decoder_ids": null,
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "init_std": 0.02,
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  "is_encoder_decoder": true,
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  "mask_feature_length": 10,
 
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  ],
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  "attention_dropout": 0.0,
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  "begin_suppress_tokens": [
 
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  50257
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  "bos_token_id": 50257,
 
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  "encoder_layerdrop": 0.0,
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  "encoder_layers": 4,
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  "eos_token_id": 50257,
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+ "forced_decoder_ids": [
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+ ],
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  "init_std": 0.02,
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  "is_encoder_decoder": true,
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  "mask_feature_length": 10,
tf_model.h5 CHANGED
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