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charris/whisper_tiny_lora_q_pro_j_proj

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  1. README.md +31 -0
  2. adapter_model.safetensors +1 -1
  3. runs/Apr02_22-06-55_37011883d813/events.out.tfevents.1712095622.37011883d813.1547.5 +2 -2
README.md CHANGED
@@ -5,6 +5,8 @@ tags:
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  - generated_from_trainer
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  datasets:
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  - audiofolder
 
 
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  base_model: openai/whisper-tiny
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  model-index:
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  - name: lora-whisper-tiny
@@ -17,6 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
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  # lora-whisper-tiny
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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the audiofolder dataset.
 
 
 
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  ## Model description
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  - training_steps: 4000
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  - mixed_precision_training: Native AMP
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  ### Framework versions
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  - PEFT 0.10.0
 
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  - generated_from_trainer
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  datasets:
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  - audiofolder
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+ metrics:
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+ - wer
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  base_model: openai/whisper-tiny
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  model-index:
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  - name: lora-whisper-tiny
 
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  # lora-whisper-tiny
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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the audiofolder dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.1131
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+ - Wer: 40.8556
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  ## Model description
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  - training_steps: 4000
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  - mixed_precision_training: Native AMP
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|
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+ | 1.8796 | 2.7 | 200 | 1.8730 | 46.8159 |
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+ | 1.5505 | 5.41 | 400 | 1.5270 | 44.5912 |
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+ | 1.2514 | 8.11 | 600 | 1.2960 | 44.1416 |
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+ | 1.1319 | 10.81 | 800 | 1.1753 | 42.2831 |
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+ | 1.1388 | 13.51 | 1000 | 1.1591 | 42.4407 |
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+ | 1.1174 | 16.22 | 1200 | 1.1487 | 43.4789 |
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+ | 1.1255 | 18.92 | 1400 | 1.1414 | 43.0061 |
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+ | 1.102 | 21.62 | 1600 | 1.1358 | 42.5519 |
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+ | 1.0848 | 24.32 | 1800 | 1.1310 | 42.8949 |
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+ | 1.0912 | 27.03 | 2000 | 1.1272 | 41.1337 |
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+ | 1.0894 | 29.73 | 2200 | 1.1240 | 41.6667 |
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+ | 1.0697 | 32.43 | 2400 | 1.1216 | 42.5426 |
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+ | 1.064 | 35.14 | 2600 | 1.1193 | 42.1348 |
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+ | 1.0752 | 37.84 | 2800 | 1.1175 | 41.7825 |
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+ | 1.0983 | 40.54 | 3000 | 1.1161 | 41.7037 |
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+ | 1.0948 | 43.24 | 3200 | 1.1150 | 41.0641 |
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+ | 1.0319 | 45.95 | 3400 | 1.1142 | 40.9807 |
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+ | 1.0394 | 48.65 | 3600 | 1.1136 | 41.4303 |
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+ | 1.0602 | 51.35 | 3800 | 1.1132 | 40.8695 |
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+ | 1.0139 | 54.05 | 4000 | 1.1131 | 40.8556 |
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+
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+
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  ### Framework versions
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  - PEFT 0.10.0
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