Model save
Browse files
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: openai/whisper-base
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: whisper0
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# whisper0
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This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.5080
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- Wer Ortho: 99.8700
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- Wer: 10.1070
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 32
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- eval_batch_size: 32
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 128
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- total_eval_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant_with_warmup
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- lr_scheduler_warmup_steps: 1
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- training_steps: 5
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
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|:-------------:|:------:|:----:|:---------------:|:---------:|:-------:|
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| 3.778 | 0.0031 | 5 | 4.5080 | 99.8700 | 10.1070 |
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### Framework versions
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- Transformers 4.45.1
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- Pytorch 1.12.1
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- Datasets 3.0.1
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- Tokenizers 0.20.0
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generation_config.json
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},
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"transformers_version": "4.45.1"
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}
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model.safetensors
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 290403936
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version https://git-lfs.github.com/spec/v1
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oid sha256:c1bd3e4f450f1b7bee1113a203a2f0589e9f77dc0061bf89c99c29c90c030d86
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size 290403936
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runs/Oct24_23-07-14_workstation/events.out.tfevents.1729817448.workstation.41026.0
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:9915f402332d3fff131a3719b27d7a517eb3853e43f893c0ed6cd3b2fb4c38d1
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size 8543
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runs/Oct25_10-05-25_workstation/events.out.tfevents.1729852872.workstation.7261.0
ADDED
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version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:8eb0bfcd949e90cb38d3f030fd9f8ed26ef268c33a4ba2eb1a4972396913b7d6
|
3 |
+
size 8543
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4975
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a6ae666191d06f19d92628fdf4cd3cbff9c52c04b6ee98fcc00d35f61fd6c7fb
|
3 |
size 4975
|