Commit
•
23832c0
1
Parent(s):
84f6eb4
End of training
Browse files- README.md +222 -0
- config.json +52 -0
- generation_config.json +249 -0
- model.safetensors +3 -0
- preprocessor_config.json +14 -0
- runs/Apr03_09-34-40_9fa47a595318/events.out.tfevents.1712136918.9fa47a595318 +3 -0
- runs/Apr03_09-48-41_9fa47a595318/events.out.tfevents.1712137764.9fa47a595318.55492.0 +3 -0
- training_args.bin +3 -0
README.md
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| 1 |
+
---
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| 2 |
+
language:
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| 3 |
+
- ru
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+
license: apache-2.0
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+
base_model: openai/whisper-medium
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+
tags:
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+
- FS_phone_calls
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+
- generated_from_trainer
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+
datasets:
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| 10 |
+
- FS-phone-calls
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| 11 |
+
metrics:
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| 12 |
+
- wer
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| 13 |
+
model-index:
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| 14 |
+
- name: whisper-medium-v1
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| 15 |
+
results: []
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| 16 |
+
---
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| 17 |
+
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| 18 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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| 19 |
+
should probably proofread and complete it, then remove this comment. -->
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| 20 |
+
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| 21 |
+
# whisper-medium-v1
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| 22 |
+
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| 23 |
+
This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the FS_phone_calls dataset.
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+
It achieves the following results on the evaluation set:
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| 25 |
+
- Loss: 0.2038
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| 26 |
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- Wer: 0.1553
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| 27 |
+
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## Model description
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+
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More information needed
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| 31 |
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## Intended uses & limitations
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| 33 |
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| 34 |
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More information needed
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| 35 |
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## Training and evaluation data
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| 37 |
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| 38 |
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More information needed
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| 39 |
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| 40 |
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## Training procedure
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| 41 |
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| 42 |
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### Training hyperparameters
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| 43 |
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The following hyperparameters were used during training:
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- learning_rate: 1e-06
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- train_batch_size: 4
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- eval_batch_size: 2
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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| 51 |
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- lr_scheduler_warmup_steps: 1
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- training_steps: 156
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- mixed_precision_training: Native AMP
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### Training results
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| 57 |
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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| 58 |
+
|:-------------:|:-----:|:----:|:---------------:|:------:|
|
| 59 |
+
| 1.3851 | 0.01 | 1 | 1.3618 | 0.7022 |
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| 60 |
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| 1.3592 | 0.03 | 2 | 1.3618 | 0.7022 |
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| 61 |
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| 1.3161 | 0.04 | 3 | 1.3618 | 0.7022 |
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| 62 |
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| 1.3345 | 0.06 | 4 | 1.1804 | 0.8059 |
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| 63 |
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| 1.4398 | 0.07 | 5 | 1.1408 | 0.5451 |
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| 64 |
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| 1.2986 | 0.08 | 6 | 1.1120 | 0.5328 |
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| 65 |
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| 1.6042 | 0.1 | 7 | 1.0866 | 0.5552 |
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| 66 |
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| 1.2198 | 0.11 | 8 | 1.0557 | 0.5451 |
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| 67 |
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| 0.9403 | 0.13 | 9 | 1.0209 | 0.5282 |
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| 68 |
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| 0.8978 | 0.14 | 10 | 0.9880 | 0.4724 |
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| 69 |
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| 1.6951 | 0.15 | 11 | 0.9619 | 0.4204 |
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| 70 |
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| 0.8423 | 0.17 | 12 | 0.9425 | 0.4132 |
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| 71 |
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| 1.3482 | 0.18 | 13 | 0.9270 | 0.4155 |
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| 72 |
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| 0.8783 | 0.2 | 14 | 0.9154 | 0.3754 |
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| 73 |
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| 0.9994 | 0.21 | 15 | 0.9050 | 0.3399 |
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| 74 |
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| 0.9805 | 0.23 | 16 | 0.8947 | 0.3368 |
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| 75 |
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| 0.9782 | 0.24 | 17 | 0.8844 | 0.3361 |
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| 76 |
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| 1.0236 | 0.25 | 18 | 0.8750 | 0.3345 |
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| 77 |
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| 0.8005 | 0.27 | 19 | 0.8647 | 0.3335 |
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| 78 |
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| 0.7419 | 0.28 | 20 | 0.8547 | 0.3322 |
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| 79 |
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| 1.0348 | 0.3 | 21 | 0.8451 | 0.3348 |
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| 80 |
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| 0.9592 | 0.31 | 22 | 0.8361 | 0.3322 |
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| 81 |
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| 1.23 | 0.32 | 23 | 0.8287 | 0.3330 |
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| 82 |
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| 0.8397 | 0.34 | 24 | 0.8225 | 0.3312 |
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| 83 |
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| 0.9839 | 0.35 | 25 | 0.8171 | 0.3296 |
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| 84 |
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| 0.862 | 0.37 | 26 | 0.8118 | 0.3286 |
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| 85 |
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| 0.6045 | 0.38 | 27 | 0.8071 | 0.3281 |
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| 86 |
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| 0.7948 | 0.39 | 28 | 0.8025 | 0.3281 |
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| 87 |
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| 0.6693 | 0.41 | 29 | 0.7977 | 0.3692 |
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| 88 |
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| 0.7191 | 0.42 | 30 | 0.7930 | 0.3680 |
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| 89 |
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| 1.0364 | 0.44 | 31 | 0.7888 | 0.3268 |
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| 90 |
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| 0.7458 | 0.45 | 32 | 0.7852 | 0.3286 |
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| 91 |
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| 0.6369 | 0.46 | 33 | 0.7817 | 0.3291 |
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| 92 |
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| 0.8618 | 0.48 | 34 | 0.7781 | 0.3291 |
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| 93 |
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| 0.7303 | 0.49 | 35 | 0.7747 | 0.3291 |
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| 0.7667 | 0.51 | 36 | 0.7713 | 0.3268 |
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| 0.8733 | 0.52 | 37 | 0.7680 | 0.3268 |
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| 96 |
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| 0.7262 | 0.54 | 38 | 0.7650 | 0.3227 |
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| 97 |
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| 0.746 | 0.55 | 39 | 0.7623 | 0.3194 |
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| 98 |
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| 0.7106 | 0.56 | 40 | 0.7598 | 0.3204 |
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| 99 |
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| 0.6862 | 0.58 | 41 | 0.7576 | 0.3209 |
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| 100 |
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| 1.2068 | 0.59 | 42 | 0.7555 | 0.3209 |
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| 101 |
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| 0.8285 | 0.61 | 43 | 0.7537 | 0.3206 |
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| 102 |
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| 0.9254 | 0.62 | 44 | 0.7521 | 0.3186 |
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| 103 |
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| 0.7495 | 0.63 | 45 | 0.7508 | 0.3188 |
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| 104 |
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| 0.7105 | 0.65 | 46 | 0.7496 | 0.3170 |
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| 105 |
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| 0.731 | 0.66 | 47 | 0.7486 | 0.3152 |
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| 106 |
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| 0.8015 | 0.68 | 48 | 0.7478 | 0.3152 |
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| 107 |
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| 0.931 | 0.69 | 49 | 0.7471 | 0.3152 |
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| 108 |
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| 0.6324 | 0.7 | 50 | 0.7466 | 0.3155 |
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| 109 |
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| 0.5111 | 0.72 | 51 | 0.7145 | 0.2716 |
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| 110 |
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| 0.5398 | 0.73 | 52 | 0.7013 | 0.2663 |
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| 111 |
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| 0.8491 | 0.75 | 53 | 0.7013 | 0.2663 |
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| 112 |
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| 0.6479 | 0.76 | 54 | 0.6906 | 0.2644 |
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| 113 |
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| 0.5161 | 0.77 | 55 | 0.6815 | 0.2608 |
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| 114 |
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| 0.7262 | 0.79 | 56 | 0.6739 | 0.2633 |
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| 115 |
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| 0.606 | 0.8 | 57 | 0.6665 | 0.2644 |
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| 116 |
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| 0.773 | 0.82 | 58 | 0.6594 | 0.2650 |
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| 117 |
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| 0.6815 | 0.83 | 59 | 0.6518 | 0.2730 |
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| 118 |
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| 0.5886 | 0.85 | 60 | 0.6436 | 0.2708 |
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| 119 |
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| 0.5243 | 0.86 | 61 | 0.6436 | 0.2708 |
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| 0.4213 | 0.87 | 62 | 0.6367 | 0.2733 |
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| 121 |
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| 0.5213 | 0.89 | 63 | 0.6319 | 0.2760 |
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| 122 |
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| 0.8247 | 0.9 | 64 | 0.6277 | 0.2785 |
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| 123 |
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| 0.7444 | 0.92 | 65 | 0.6230 | 0.2816 |
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| 124 |
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| 0.7056 | 0.93 | 66 | 0.6171 | 0.2802 |
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| 125 |
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| 0.667 | 0.94 | 67 | 0.6105 | 0.2785 |
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| 126 |
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| 0.3999 | 0.96 | 68 | 0.6029 | 0.2749 |
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| 127 |
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| 0.6285 | 0.97 | 69 | 0.5966 | 0.2757 |
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| 128 |
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| 0.537 | 0.99 | 70 | 0.5917 | 0.2752 |
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| 129 |
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| 0.3534 | 1.0 | 71 | 0.5912 | 0.2699 |
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| 130 |
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| 0.3613 | 1.01 | 72 | 0.5918 | 0.2633 |
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| 131 |
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| 0.5215 | 1.03 | 73 | 0.5925 | 0.2666 |
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| 132 |
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| 0.8283 | 1.04 | 74 | 0.5910 | 0.2661 |
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| 133 |
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| 0.5645 | 1.06 | 75 | 0.5872 | 0.2669 |
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| 134 |
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| 0.3813 | 1.07 | 76 | 0.5814 | 0.2655 |
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| 135 |
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| 0.5916 | 1.08 | 77 | 0.5750 | 0.2647 |
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| 136 |
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| 0.5135 | 1.1 | 78 | 0.5690 | 0.2611 |
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| 137 |
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| 0.5852 | 1.11 | 79 | 0.5640 | 0.2619 |
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| 138 |
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| 0.3307 | 1.13 | 80 | 0.5610 | 0.2575 |
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| 139 |
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| 0.6206 | 1.14 | 81 | 0.5588 | 0.2558 |
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| 140 |
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| 0.4794 | 1.15 | 82 | 0.5562 | 0.2555 |
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| 0.4213 | 1.17 | 83 | 0.5536 | 0.2564 |
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| 0.5264 | 1.18 | 84 | 0.5506 | 0.2594 |
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| 143 |
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| 0.3956 | 1.2 | 85 | 0.5474 | 0.2583 |
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| 144 |
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| 0.3321 | 1.21 | 86 | 0.5448 | 0.2580 |
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| 145 |
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| 0.3627 | 1.23 | 87 | 0.5422 | 0.2591 |
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| 146 |
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| 0.3872 | 1.24 | 88 | 0.5400 | 0.2600 |
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| 147 |
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| 0.4919 | 1.25 | 89 | 0.5369 | 0.2616 |
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| 148 |
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| 0.4247 | 1.27 | 90 | 0.5338 | 0.2605 |
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| 149 |
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| 0.7103 | 1.28 | 91 | 0.5297 | 0.2586 |
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| 150 |
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| 0.3547 | 1.3 | 92 | 0.5260 | 0.2586 |
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| 151 |
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| 0.2676 | 1.31 | 93 | 0.5216 | 0.2580 |
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| 152 |
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| 0.8941 | 1.32 | 94 | 0.5169 | 0.2594 |
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| 153 |
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| 0.4403 | 1.34 | 95 | 0.5117 | 0.2594 |
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| 154 |
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| 0.3067 | 1.35 | 96 | 0.5070 | 0.2602 |
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| 155 |
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| 0.2869 | 1.37 | 97 | 0.5024 | 0.2619 |
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| 156 |
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| 0.4016 | 1.38 | 98 | 0.4976 | 0.2627 |
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| 157 |
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| 0.4335 | 1.39 | 99 | 0.4934 | 0.2644 |
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| 158 |
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| 0.5381 | 1.41 | 100 | 0.4877 | 0.2644 |
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| 159 |
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| 0.3677 | 1.42 | 101 | 0.4808 | 0.2583 |
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| 160 |
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| 0.499 | 1.44 | 102 | 0.4731 | 0.2583 |
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| 161 |
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| 0.5656 | 1.45 | 103 | 0.4663 | 0.2575 |
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| 162 |
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| 0.3133 | 1.46 | 104 | 0.4607 | 0.2572 |
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| 163 |
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| 0.6015 | 1.48 | 105 | 0.4557 | 0.2572 |
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| 164 |
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| 0.4748 | 1.49 | 106 | 0.4515 | 0.2564 |
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| 165 |
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| 0.4336 | 1.51 | 107 | 0.4479 | 0.2564 |
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| 166 |
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| 0.433 | 1.52 | 108 | 0.4443 | 0.2550 |
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| 167 |
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| 0.2138 | 1.54 | 109 | 0.4409 | 0.2533 |
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| 168 |
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| 0.221 | 1.55 | 110 | 0.4387 | 0.2542 |
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| 169 |
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| 0.3434 | 1.56 | 111 | 0.4379 | 0.2536 |
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| 170 |
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| 0.3193 | 1.58 | 112 | 0.4414 | 0.2508 |
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| 171 |
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| 0.3732 | 1.59 | 113 | 0.4448 | 0.2486 |
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| 172 |
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| 0.1977 | 1.61 | 114 | 0.4442 | 0.2494 |
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| 173 |
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| 0.2772 | 1.62 | 115 | 0.4401 | 0.2481 |
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| 174 |
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| 0.3893 | 1.63 | 116 | 0.4352 | 0.2478 |
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| 175 |
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| 0.3424 | 1.65 | 117 | 0.4311 | 0.2458 |
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| 176 |
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| 0.5052 | 1.66 | 118 | 0.4285 | 0.2456 |
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| 177 |
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| 0.5281 | 1.68 | 119 | 0.4266 | 0.2464 |
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| 178 |
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| 0.248 | 1.69 | 120 | 0.4256 | 0.2447 |
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| 179 |
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| 0.2911 | 1.7 | 121 | 0.4249 | 0.2442 |
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| 180 |
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| 0.1723 | 1.72 | 122 | 0.4247 | 0.2434 |
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| 181 |
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| 0.1987 | 1.73 | 123 | 0.4247 | 0.2475 |
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| 182 |
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| 0.4155 | 1.75 | 124 | 0.4249 | 0.2456 |
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| 183 |
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| 0.3602 | 1.76 | 125 | 0.4247 | 0.2450 |
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| 184 |
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| 0.4435 | 1.77 | 126 | 0.4243 | 0.2467 |
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| 185 |
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| 0.1951 | 1.79 | 127 | 0.4242 | 0.2472 |
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| 186 |
+
| 0.2449 | 1.8 | 128 | 0.4242 | 0.2478 |
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| 187 |
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| 0.3351 | 1.82 | 129 | 0.4240 | 0.2530 |
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| 188 |
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| 0.3099 | 1.83 | 130 | 0.4240 | 0.2550 |
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| 189 |
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| 0.3729 | 1.85 | 131 | 0.4241 | 0.2542 |
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| 190 |
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| 0.5431 | 1.86 | 132 | 0.4237 | 0.2539 |
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| 191 |
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| 0.2896 | 1.87 | 133 | 0.4233 | 0.2544 |
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| 192 |
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| 0.2678 | 1.89 | 134 | 0.4227 | 0.2544 |
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| 193 |
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| 0.4447 | 1.9 | 135 | 0.4218 | 0.2519 |
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| 194 |
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| 0.3563 | 1.92 | 136 | 0.4208 | 0.2486 |
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| 195 |
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| 0.2154 | 1.93 | 137 | 0.4201 | 0.2486 |
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| 196 |
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| 0.4183 | 1.94 | 138 | 0.4193 | 0.2453 |
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| 197 |
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| 0.5911 | 1.96 | 139 | 0.4185 | 0.2456 |
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| 198 |
+
| 0.1677 | 1.97 | 140 | 0.4180 | 0.2486 |
|
| 199 |
+
| 0.2831 | 1.99 | 141 | 0.4177 | 0.2470 |
|
| 200 |
+
| 0.502 | 2.0 | 142 | 0.4178 | 0.2494 |
|
| 201 |
+
| 0.2007 | 2.01 | 143 | 0.4177 | 0.2492 |
|
| 202 |
+
| 0.0994 | 2.03 | 144 | 0.4183 | 0.2539 |
|
| 203 |
+
| 0.0823 | 2.04 | 145 | 0.4192 | 0.2547 |
|
| 204 |
+
| 0.217 | 2.06 | 146 | 0.4199 | 0.2569 |
|
| 205 |
+
| 0.224 | 2.07 | 147 | 0.4206 | 0.2555 |
|
| 206 |
+
| 0.2767 | 2.08 | 148 | 0.4208 | 0.2542 |
|
| 207 |
+
| 0.1879 | 2.1 | 149 | 0.4203 | 0.2528 |
|
| 208 |
+
| 0.1974 | 2.11 | 150 | 0.4199 | 0.2578 |
|
| 209 |
+
| 0.1788 | 2.13 | 151 | 0.4196 | 0.2558 |
|
| 210 |
+
| 0.1505 | 2.14 | 152 | 0.4191 | 0.2483 |
|
| 211 |
+
| 0.1873 | 2.15 | 153 | 0.2135 | 0.1586 |
|
| 212 |
+
| 0.1603 | 2.17 | 154 | 0.2125 | 0.1591 |
|
| 213 |
+
| 0.2388 | 2.18 | 155 | 0.2040 | 0.1556 |
|
| 214 |
+
| 0.2209 | 2.2 | 156 | 0.2038 | 0.1553 |
|
| 215 |
+
|
| 216 |
+
|
| 217 |
+
### Framework versions
|
| 218 |
+
|
| 219 |
+
- Transformers 4.39.2
|
| 220 |
+
- Pytorch 2.2.1
|
| 221 |
+
- Datasets 2.18.0
|
| 222 |
+
- Tokenizers 0.15.1
|
config.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "openai/whisper-medium",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"activation_function": "gelu",
|
| 5 |
+
"apply_spec_augment": false,
|
| 6 |
+
"architectures": [
|
| 7 |
+
"WhisperForConditionalGeneration"
|
| 8 |
+
],
|
| 9 |
+
"attention_dropout": 0.0,
|
| 10 |
+
"begin_suppress_tokens": [
|
| 11 |
+
220,
|
| 12 |
+
50257
|
| 13 |
+
],
|
| 14 |
+
"bos_token_id": 50257,
|
| 15 |
+
"classifier_proj_size": 256,
|
| 16 |
+
"d_model": 1024,
|
| 17 |
+
"decoder_attention_heads": 16,
|
| 18 |
+
"decoder_ffn_dim": 4096,
|
| 19 |
+
"decoder_layerdrop": 0.0,
|
| 20 |
+
"decoder_layers": 24,
|
| 21 |
+
"decoder_start_token_id": 50258,
|
| 22 |
+
"dropout": 0.0,
|
| 23 |
+
"encoder_attention_heads": 16,
|
| 24 |
+
"encoder_ffn_dim": 4096,
|
| 25 |
+
"encoder_layerdrop": 0.0,
|
| 26 |
+
"encoder_layers": 24,
|
| 27 |
+
"eos_token_id": 50257,
|
| 28 |
+
"forced_decoder_ids": null,
|
| 29 |
+
"init_std": 0.02,
|
| 30 |
+
"is_encoder_decoder": true,
|
| 31 |
+
"mask_feature_length": 10,
|
| 32 |
+
"mask_feature_min_masks": 0,
|
| 33 |
+
"mask_feature_prob": 0.0,
|
| 34 |
+
"mask_time_length": 10,
|
| 35 |
+
"mask_time_min_masks": 2,
|
| 36 |
+
"mask_time_prob": 0.05,
|
| 37 |
+
"max_length": 448,
|
| 38 |
+
"max_source_positions": 1500,
|
| 39 |
+
"max_target_positions": 448,
|
| 40 |
+
"median_filter_width": 7,
|
| 41 |
+
"model_type": "whisper",
|
| 42 |
+
"num_hidden_layers": 24,
|
| 43 |
+
"num_mel_bins": 80,
|
| 44 |
+
"pad_token_id": 50257,
|
| 45 |
+
"scale_embedding": false,
|
| 46 |
+
"suppress_tokens": [],
|
| 47 |
+
"torch_dtype": "float32",
|
| 48 |
+
"transformers_version": "4.39.2",
|
| 49 |
+
"use_cache": true,
|
| 50 |
+
"use_weighted_layer_sum": false,
|
| 51 |
+
"vocab_size": 51865
|
| 52 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,249 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alignment_heads": [
|
| 3 |
+
[
|
| 4 |
+
13,
|
| 5 |
+
15
|
| 6 |
+
],
|
| 7 |
+
[
|
| 8 |
+
15,
|
| 9 |
+
4
|
| 10 |
+
],
|
| 11 |
+
[
|
| 12 |
+
15,
|
| 13 |
+
15
|
| 14 |
+
],
|
| 15 |
+
[
|
| 16 |
+
16,
|
| 17 |
+
1
|
| 18 |
+
],
|
| 19 |
+
[
|
| 20 |
+
20,
|
| 21 |
+
0
|
| 22 |
+
],
|
| 23 |
+
[
|
| 24 |
+
23,
|
| 25 |
+
4
|
| 26 |
+
]
|
| 27 |
+
],
|
| 28 |
+
"begin_suppress_tokens": [
|
| 29 |
+
220,
|
| 30 |
+
50257
|
| 31 |
+
],
|
| 32 |
+
"bos_token_id": 50257,
|
| 33 |
+
"decoder_start_token_id": 50258,
|
| 34 |
+
"eos_token_id": 50257,
|
| 35 |
+
"forced_decoder_ids": [
|
| 36 |
+
[
|
| 37 |
+
1,
|
| 38 |
+
null
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
2,
|
| 42 |
+
50359
|
| 43 |
+
]
|
| 44 |
+
],
|
| 45 |
+
"is_multilingual": true,
|
| 46 |
+
"lang_to_id": {
|
| 47 |
+
"<|af|>": 50327,
|
| 48 |
+
"<|am|>": 50334,
|
| 49 |
+
"<|ar|>": 50272,
|
| 50 |
+
"<|as|>": 50350,
|
| 51 |
+
"<|az|>": 50304,
|
| 52 |
+
"<|ba|>": 50355,
|
| 53 |
+
"<|be|>": 50330,
|
| 54 |
+
"<|bg|>": 50292,
|
| 55 |
+
"<|bn|>": 50302,
|
| 56 |
+
"<|bo|>": 50347,
|
| 57 |
+
"<|br|>": 50309,
|
| 58 |
+
"<|bs|>": 50315,
|
| 59 |
+
"<|ca|>": 50270,
|
| 60 |
+
"<|cs|>": 50283,
|
| 61 |
+
"<|cy|>": 50297,
|
| 62 |
+
"<|da|>": 50285,
|
| 63 |
+
"<|de|>": 50261,
|
| 64 |
+
"<|el|>": 50281,
|
| 65 |
+
"<|en|>": 50259,
|
| 66 |
+
"<|es|>": 50262,
|
| 67 |
+
"<|et|>": 50307,
|
| 68 |
+
"<|eu|>": 50310,
|
| 69 |
+
"<|fa|>": 50300,
|
| 70 |
+
"<|fi|>": 50277,
|
| 71 |
+
"<|fo|>": 50338,
|
| 72 |
+
"<|fr|>": 50265,
|
| 73 |
+
"<|gl|>": 50319,
|
| 74 |
+
"<|gu|>": 50333,
|
| 75 |
+
"<|haw|>": 50352,
|
| 76 |
+
"<|ha|>": 50354,
|
| 77 |
+
"<|he|>": 50279,
|
| 78 |
+
"<|hi|>": 50276,
|
| 79 |
+
"<|hr|>": 50291,
|
| 80 |
+
"<|ht|>": 50339,
|
| 81 |
+
"<|hu|>": 50286,
|
| 82 |
+
"<|hy|>": 50312,
|
| 83 |
+
"<|id|>": 50275,
|
| 84 |
+
"<|is|>": 50311,
|
| 85 |
+
"<|it|>": 50274,
|
| 86 |
+
"<|ja|>": 50266,
|
| 87 |
+
"<|jw|>": 50356,
|
| 88 |
+
"<|ka|>": 50329,
|
| 89 |
+
"<|kk|>": 50316,
|
| 90 |
+
"<|km|>": 50323,
|
| 91 |
+
"<|kn|>": 50306,
|
| 92 |
+
"<|ko|>": 50264,
|
| 93 |
+
"<|la|>": 50294,
|
| 94 |
+
"<|lb|>": 50345,
|
| 95 |
+
"<|ln|>": 50353,
|
| 96 |
+
"<|lo|>": 50336,
|
| 97 |
+
"<|lt|>": 50293,
|
| 98 |
+
"<|lv|>": 50301,
|
| 99 |
+
"<|mg|>": 50349,
|
| 100 |
+
"<|mi|>": 50295,
|
| 101 |
+
"<|mk|>": 50308,
|
| 102 |
+
"<|ml|>": 50296,
|
| 103 |
+
"<|mn|>": 50314,
|
| 104 |
+
"<|mr|>": 50320,
|
| 105 |
+
"<|ms|>": 50282,
|
| 106 |
+
"<|mt|>": 50343,
|
| 107 |
+
"<|my|>": 50346,
|
| 108 |
+
"<|ne|>": 50313,
|
| 109 |
+
"<|nl|>": 50271,
|
| 110 |
+
"<|nn|>": 50342,
|
| 111 |
+
"<|no|>": 50288,
|
| 112 |
+
"<|oc|>": 50328,
|
| 113 |
+
"<|pa|>": 50321,
|
| 114 |
+
"<|pl|>": 50269,
|
| 115 |
+
"<|ps|>": 50340,
|
| 116 |
+
"<|pt|>": 50267,
|
| 117 |
+
"<|ro|>": 50284,
|
| 118 |
+
"<|ru|>": 50263,
|
| 119 |
+
"<|sa|>": 50344,
|
| 120 |
+
"<|sd|>": 50332,
|
| 121 |
+
"<|si|>": 50322,
|
| 122 |
+
"<|sk|>": 50298,
|
| 123 |
+
"<|sl|>": 50305,
|
| 124 |
+
"<|sn|>": 50324,
|
| 125 |
+
"<|so|>": 50326,
|
| 126 |
+
"<|sq|>": 50317,
|
| 127 |
+
"<|sr|>": 50303,
|
| 128 |
+
"<|su|>": 50357,
|
| 129 |
+
"<|sv|>": 50273,
|
| 130 |
+
"<|sw|>": 50318,
|
| 131 |
+
"<|ta|>": 50287,
|
| 132 |
+
"<|te|>": 50299,
|
| 133 |
+
"<|tg|>": 50331,
|
| 134 |
+
"<|th|>": 50289,
|
| 135 |
+
"<|tk|>": 50341,
|
| 136 |
+
"<|tl|>": 50348,
|
| 137 |
+
"<|tr|>": 50268,
|
| 138 |
+
"<|tt|>": 50351,
|
| 139 |
+
"<|uk|>": 50280,
|
| 140 |
+
"<|ur|>": 50290,
|
| 141 |
+
"<|uz|>": 50337,
|
| 142 |
+
"<|vi|>": 50278,
|
| 143 |
+
"<|yi|>": 50335,
|
| 144 |
+
"<|yo|>": 50325,
|
| 145 |
+
"<|zh|>": 50260
|
| 146 |
+
},
|
| 147 |
+
"language": "ru",
|
| 148 |
+
"max_initial_timestamp_index": 50,
|
| 149 |
+
"max_length": 448,
|
| 150 |
+
"no_timestamps_token_id": 50363,
|
| 151 |
+
"pad_token_id": 50257,
|
| 152 |
+
"prev_sot_token_id": 50361,
|
| 153 |
+
"return_timestamps": false,
|
| 154 |
+
"suppress_tokens": [
|
| 155 |
+
1,
|
| 156 |
+
2,
|
| 157 |
+
7,
|
| 158 |
+
8,
|
| 159 |
+
9,
|
| 160 |
+
10,
|
| 161 |
+
14,
|
| 162 |
+
25,
|
| 163 |
+
26,
|
| 164 |
+
27,
|
| 165 |
+
28,
|
| 166 |
+
29,
|
| 167 |
+
31,
|
| 168 |
+
58,
|
| 169 |
+
59,
|
| 170 |
+
60,
|
| 171 |
+
61,
|
| 172 |
+
62,
|
| 173 |
+
63,
|
| 174 |
+
90,
|
| 175 |
+
91,
|
| 176 |
+
92,
|
| 177 |
+
93,
|
| 178 |
+
359,
|
| 179 |
+
503,
|
| 180 |
+
522,
|
| 181 |
+
542,
|
| 182 |
+
873,
|
| 183 |
+
893,
|
| 184 |
+
902,
|
| 185 |
+
918,
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preprocessor_config.json
ADDED
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@@ -0,0 +1,14 @@
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|
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"processor_class": "WhisperProcessor",
|
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|
| 13 |
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"sampling_rate": 16000
|
| 14 |
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}
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runs/Apr03_09-34-40_9fa47a595318/events.out.tfevents.1712136918.9fa47a595318
ADDED
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@@ -0,0 +1,3 @@
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runs/Apr03_09-48-41_9fa47a595318/events.out.tfevents.1712137764.9fa47a595318.55492.0
ADDED
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training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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