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README.md
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- rnn
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- text-generation
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datasets:
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- aditya-6122/tinystories-custom-dataset-
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pipeline_tag: text-generation
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---
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## Training Details
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### Training Data
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The model was trained on the [aditya-6122/tinystories-custom-dataset-
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### Training Procedure
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- **Training Regime**: Standard language model training with cross-entropy loss
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- **Epochs**:
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- **Batch Size**:
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- **Learning Rate**: 0.001
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- **Optimizer**: Adam (assumed)
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- **Hardware**: Apple Silicon MPS (if available) or CPU
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### Tokenizer
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The model uses the [aditya-6122/tinystories-tokenizer-vb-
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### Model Architecture
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- **Architecture Type**: RNN-based language model with GRU cells
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- **Embedding Dimension**: 512
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- **Hidden Dimension**: 1024
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- **Vocabulary Size**:
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- **Architecture Diagram**: See `model_arch.jpg` for visual representation
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## Files
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- rnn
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- text-generation
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datasets:
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- aditya-6122/tinystories-custom-dataset-18542-v2-test
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pipeline_tag: text-generation
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---
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## Training Details
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### Training Data
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The model was trained on the [aditya-6122/tinystories-custom-dataset-18542-v2-test](https://huggingface.co/datasets/aditya-6122/tinystories-custom-dataset-18542-v2-test) dataset.
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### Training Procedure
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- **Training Regime**: Standard language model training with cross-entropy loss
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- **Epochs**: 5
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- **Batch Size**: 128
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- **Learning Rate**: 0.001
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- **Optimizer**: Adam (assumed)
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- **Hardware**: Apple Silicon MPS (if available) or CPU
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### Tokenizer
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The model uses the [aditya-6122/tinystories-tokenizer-vb-18542-byte_level_bpe-v3-test](https://huggingface.co/aditya-6122/tinystories-tokenizer-vb-18542-byte_level_bpe-v3-test) tokenizer.
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### Model Architecture
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- **Architecture Type**: RNN-based language model with GRU cells
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- **Embedding Dimension**: 512
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- **Hidden Dimension**: 1024
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- **Vocabulary Size**: 18542
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- **Architecture Diagram**: See `model_arch.jpg` for visual representation
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## Files
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