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  1. README.md +86 -16
  2. generation_config.json +265 -0
  3. model.safetensors +1 -1
README.md CHANGED
@@ -1,16 +1,86 @@
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- # Community Events @ 🤗
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-
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- A central repository for all community events organized by 🤗 HuggingFace. Come one, come all!
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- We're constantly finding ways to democratise the use of ML across modalities and languages. This repo contains information about all past, present and upcoming events.
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-
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- ## Hugging Events
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-
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- | **Event Name** | **Dates** | **Status** |
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- |-------------------------------------------------------------------------|-----------------|--------------------------------------------------------------------------------------------------------------|
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- | [Open Source AI Game Jam 🎮 (First Edition)](/open-source-ai-game-jam) | July 7th - 9th, 2023 | Finished |
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- | [Whisper Fine Tuning Event](/whisper-fine-tuning-event) | Dec 5th - 19th, 2022 | Finished |
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- | [Computer Vision Study Group](/computer-vision-study-group) | Ongoing | Monthly |
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- | [ML for Audio Study Group](https://github.com/Vaibhavs10/ml-with-audio) | Ongoing | Monthly |
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- | [Gradio Blocks](/gradio-blocks) | May 16th - 31st, 2022 | Finished |
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- | [HugGAN](/huggan) | Apr 4th - 17th, 2022 | Finished |
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- | [Keras Sprint](keras-sprint) | June, 2022 | Finished |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ language:
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+ - hi
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+ license: apache-2.0
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+ base_model: openai/whisper-small
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+ tags:
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+ - whisper-event
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+ - generated_from_trainer
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+ datasets:
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+ - mozilla-foundation/common_voice_11_0
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: Whisper Small Hi - Sanchit Gandhi
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+ results:
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+ - task:
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+ name: Automatic Speech Recognition
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+ type: automatic-speech-recognition
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+ dataset:
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+ name: Common Voice 11.0
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+ type: mozilla-foundation/common_voice_11_0
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+ config: hi
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+ split: None
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+ args: hi
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 18.063821994322865
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+ ---
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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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+
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+ # Whisper Small Hi - Sanchit Gandhi
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+
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+ This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5714
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+ - Wer: 18.0638
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 8
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+ - eval_batch_size: 4
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+ - seed: 42
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+ - gradient_accumulation_steps: 8
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+ - total_train_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: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - training_steps: 5000
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+ - mixed_precision_training: Native AMP
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+
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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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+ | 0.0067 | 9.78 | 1000 | 0.4138 | 18.9383 |
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+ | 0.0008 | 19.56 | 2000 | 0.4948 | 18.4736 |
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+ | 0.0001 | 29.34 | 3000 | 0.5353 | 18.0730 |
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+ | 0.0001 | 39.12 | 4000 | 0.5624 | 18.0570 |
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+ | 0.0 | 48.9 | 5000 | 0.5714 | 18.0638 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.40.0.dev0
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+ - Pytorch 2.2.2+cu121
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+ - Datasets 2.18.1.dev0
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+ - Tokenizers 0.15.2
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