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Uploading checkpoints
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- checkpoints/README.md +82 -0
- checkpoints/checkpoint-100/config.json +61 -0
- checkpoints/checkpoint-100/generation_config.json +240 -0
- checkpoints/checkpoint-100/model.safetensors +3 -0
- checkpoints/checkpoint-100/optimizer.pt +3 -0
- checkpoints/checkpoint-100/preprocessor_config.json +14 -0
- checkpoints/checkpoint-100/rng_state.pth +3 -0
- checkpoints/checkpoint-100/scheduler.pt +3 -0
- checkpoints/checkpoint-100/trainer_state.json +70 -0
- checkpoints/checkpoint-100/training_args.bin +3 -0
- checkpoints/checkpoint-1000/config.json +61 -0
- checkpoints/checkpoint-1000/generation_config.json +240 -0
- checkpoints/checkpoint-1000/model.safetensors +3 -0
- checkpoints/checkpoint-1000/optimizer.pt +3 -0
- checkpoints/checkpoint-1000/preprocessor_config.json +14 -0
- checkpoints/checkpoint-1000/rng_state.pth +3 -0
- checkpoints/checkpoint-1000/scheduler.pt +3 -0
- checkpoints/checkpoint-1000/trainer_state.json +403 -0
- checkpoints/checkpoint-1000/training_args.bin +3 -0
- checkpoints/checkpoint-1100/config.json +61 -0
- checkpoints/checkpoint-1100/generation_config.json +240 -0
- checkpoints/checkpoint-1100/model.safetensors +3 -0
- checkpoints/checkpoint-1100/optimizer.pt +3 -0
- checkpoints/checkpoint-1100/preprocessor_config.json +14 -0
- checkpoints/checkpoint-1100/rng_state.pth +3 -0
- checkpoints/checkpoint-1100/scheduler.pt +3 -0
- checkpoints/checkpoint-1100/trainer_state.json +440 -0
- checkpoints/checkpoint-1100/training_args.bin +3 -0
- checkpoints/checkpoint-1200/config.json +61 -0
- checkpoints/checkpoint-1200/generation_config.json +240 -0
- checkpoints/checkpoint-1200/model.safetensors +3 -0
- checkpoints/checkpoint-1200/optimizer.pt +3 -0
- checkpoints/checkpoint-1200/preprocessor_config.json +14 -0
- checkpoints/checkpoint-1200/rng_state.pth +3 -0
- checkpoints/checkpoint-1200/scheduler.pt +3 -0
- checkpoints/checkpoint-1200/trainer_state.json +477 -0
- checkpoints/checkpoint-1200/training_args.bin +3 -0
- checkpoints/checkpoint-1300/config.json +61 -0
- checkpoints/checkpoint-1300/generation_config.json +240 -0
- checkpoints/checkpoint-1300/model.safetensors +3 -0
- checkpoints/checkpoint-1300/optimizer.pt +3 -0
- checkpoints/checkpoint-1300/preprocessor_config.json +14 -0
- checkpoints/checkpoint-1300/rng_state.pth +3 -0
- checkpoints/checkpoint-1300/scheduler.pt +3 -0
- checkpoints/checkpoint-1300/trainer_state.json +514 -0
- checkpoints/checkpoint-1300/training_args.bin +3 -0
- checkpoints/checkpoint-1400/config.json +61 -0
- checkpoints/checkpoint-1400/generation_config.json +240 -0
- checkpoints/checkpoint-1400/model.safetensors +3 -0
- checkpoints/checkpoint-1400/optimizer.pt +3 -0
checkpoints/README.md
ADDED
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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: shreyasdesaisuperU/whisper-medium-attempt2-1000-orders
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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: Whisper Medium 1000 orders Eleven Labs SSD superU
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results: []
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| 12 |
+
---
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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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+
# Whisper Medium 1000 orders Eleven Labs SSD superU
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This model is a fine-tuned version of [shreyasdesaisuperU/whisper-medium-attempt2-1000-orders](https://huggingface.co/shreyasdesaisuperU/whisper-medium-attempt2-1000-orders) on the None dataset.
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+
It achieves the following results on the evaluation set:
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- Loss: 0.0128
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- Wer: 0.8606
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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: 16
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- training_steps: 2000
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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 |
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|:-------------:|:------:|:----:|:---------------:|:-------:|
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| 0.0668 | 0.4032 | 100 | 0.0388 | 17.3838 |
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| 0.0142 | 0.8065 | 200 | 0.0061 | 11.3597 |
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| 0.0075 | 1.2097 | 300 | 0.0075 | 9.6386 |
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| 0.0073 | 1.6129 | 400 | 0.0104 | 7.7453 |
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| 0.0087 | 2.0161 | 500 | 0.0125 | 2.9260 |
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| 0.0046 | 2.4194 | 600 | 0.0080 | 1.5491 |
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| 61 |
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| 0.0087 | 2.8226 | 700 | 0.0039 | 1.7212 |
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| 62 |
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| 0.0066 | 3.2258 | 800 | 0.0042 | 1.3769 |
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| 63 |
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| 0.0032 | 3.6290 | 900 | 0.0095 | 1.0327 |
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| 64 |
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| 0.0027 | 4.0323 | 1000 | 0.0114 | 1.5491 |
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| 65 |
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| 0.0021 | 4.4355 | 1100 | 0.0099 | 1.7212 |
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| 66 |
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| 0.0039 | 4.8387 | 1200 | 0.0121 | 1.8933 |
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| 67 |
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| 0.0017 | 5.2419 | 1300 | 0.0126 | 1.3769 |
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| 68 |
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| 0.0033 | 5.6452 | 1400 | 0.0093 | 1.8933 |
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| 0.0037 | 6.0484 | 1500 | 0.0126 | 1.2048 |
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| 0.0013 | 6.4516 | 1600 | 0.0090 | 1.2048 |
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| 0.0014 | 6.8548 | 1700 | 0.0102 | 1.2048 |
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| 0.0002 | 7.2581 | 1800 | 0.0115 | 0.8606 |
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| 0.0005 | 7.6613 | 1900 | 0.0142 | 1.0327 |
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| 0.0002 | 8.0645 | 2000 | 0.0128 | 0.8606 |
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### Framework versions
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- Transformers 4.46.2
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- Pytorch 2.2.2+cu121
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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checkpoints/checkpoint-100/config.json
ADDED
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{
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| 2 |
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"_name_or_path": "shreyasdesaisuperU/whisper-medium-attempt2-1000-orders",
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| 3 |
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"activation_dropout": 0.0,
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| 4 |
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"activation_function": "gelu",
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| 5 |
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"apply_spec_augment": false,
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| 6 |
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"architectures": [
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| 7 |
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"WhisperForConditionalGeneration"
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| 8 |
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],
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| 9 |
+
"attention_dropout": 0.0,
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| 10 |
+
"begin_suppress_tokens": null,
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| 11 |
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"bos_token_id": 50257,
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| 12 |
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"classifier_proj_size": 256,
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| 13 |
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"d_model": 1024,
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| 14 |
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"decoder_attention_heads": 16,
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"decoder_ffn_dim": 4096,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 24,
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| 18 |
+
"decoder_start_token_id": 50258,
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| 19 |
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"dropout": 0.0,
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| 20 |
+
"encoder_attention_heads": 16,
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| 21 |
+
"encoder_ffn_dim": 4096,
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| 22 |
+
"encoder_layerdrop": 0.0,
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| 23 |
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"encoder_layers": 24,
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| 24 |
+
"eos_token_id": 50257,
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| 25 |
+
"forced_decoder_ids": [
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+
[
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1,
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+
50259
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| 29 |
+
],
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+
[
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2,
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50359
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| 33 |
+
],
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[
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3,
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50363
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+
]
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+
],
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+
"init_std": 0.02,
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| 40 |
+
"is_encoder_decoder": true,
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| 41 |
+
"mask_feature_length": 10,
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| 42 |
+
"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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| 47 |
+
"max_length": null,
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| 48 |
+
"max_source_positions": 1500,
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| 49 |
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"max_target_positions": 448,
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"median_filter_width": 7,
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"model_type": "whisper",
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| 52 |
+
"num_hidden_layers": 24,
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| 53 |
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"num_mel_bins": 80,
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| 54 |
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"pad_token_id": 50257,
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"scale_embedding": false,
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| 56 |
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"torch_dtype": "float32",
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| 57 |
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"transformers_version": "4.46.2",
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| 58 |
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"use_cache": true,
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| 59 |
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"use_weighted_layer_sum": false,
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| 60 |
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"vocab_size": 51865
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}
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checkpoints/checkpoint-100/generation_config.json
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{
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"alignment_heads": [
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[
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13,
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15
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+
],
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[
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15,
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4
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],
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[
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15,
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15
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],
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[
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16,
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1
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],
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[
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+
20,
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0
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],
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[
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23,
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4
|
| 26 |
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "shreyasdesaisuperU/whisper-medium-attempt2-1000-orders",
|
| 3 |
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|
| 4 |
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"activation_function": "gelu",
|
| 5 |
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|
| 6 |
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"architectures": [
|
| 7 |
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"WhisperForConditionalGeneration"
|
| 8 |
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|
| 9 |
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|
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|
| 11 |
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|
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
+
[
|
| 27 |
+
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|
| 28 |
+
50259
|
| 29 |
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|
| 30 |
+
[
|
| 31 |
+
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|
| 32 |
+
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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"init_std": 0.02,
|
| 40 |
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"is_encoder_decoder": true,
|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
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|
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|
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|
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|
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|
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|
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|
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"vocab_size": 51865
|
| 61 |
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checkpoints/checkpoint-1000/generation_config.json
ADDED
|
@@ -0,0 +1,240 @@
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|
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|
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| 235 |
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|
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|
| 239 |
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"transformers_version": "4.46.2"
|
| 240 |
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|
checkpoints/checkpoint-1000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:493ff23d90f1a4436dbd6aa0f3a919438ada7cb3a71e9629c5dda8521bae3d30
|
| 3 |
+
size 3055544304
|
checkpoints/checkpoint-1000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
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| 1 |
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checkpoints/checkpoint-1100/model.safetensors
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checkpoints/checkpoint-1100/optimizer.pt
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@@ -0,0 +1,3 @@
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| 3 |
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checkpoints/checkpoint-1100/preprocessor_config.json
ADDED
|
@@ -0,0 +1,14 @@
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|
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|
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|
| 7 |
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|
| 8 |
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|
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|
| 13 |
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"sampling_rate": 16000
|
| 14 |
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|
checkpoints/checkpoint-1100/rng_state.pth
ADDED
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@@ -0,0 +1,3 @@
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| 3 |
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checkpoints/checkpoint-1100/scheduler.pt
ADDED
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@@ -0,0 +1,3 @@
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checkpoints/checkpoint-1100/trainer_state.json
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| 14 |
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| 17 |
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| 19 |
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| 20 |
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checkpoints/checkpoint-1300/rng_state.pth
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| 1 |
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| 3 |
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| 10 |
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|
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| 14 |
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|
checkpoints/checkpoint-1400/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:2e5812665f6cc9021c27a7f1dc523833ff158d05a34b1fccd137a0d86fdb3e1f
|
| 3 |
+
size 3055544304
|
checkpoints/checkpoint-1400/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:49569f452c0e16d36e1b8f06c76ead34c7010e0184d6fc8a6afe998e3e212699
|
| 3 |
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size 6111664103
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