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--- |
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license: mit |
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base_model: |
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- course-genai-w24/week4-phi-1.5-sft-shakespeare |
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--- |
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# Model Card for Model ID |
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### Summary |
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<!-- Provide a quick summary of what the model is/does. --> |
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This is a preference tuned model for text completion based on Phi 1.5. It has been tuned on a filtered version of the The Complete Works of William Shakespeare, which can be found and downloaded from here: [https://www.gutenberg.org/ebooks/100](https://www.gutenberg.org/ebooks/100). |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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- **Developed by:** Course Organizers |
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- **Finetuned from model:** microsoft/phi-1_5 |
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### Training Details |
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This model has been trained using the TRL library and OPROTrainer class from Huggingface. |
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### Training Data |
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. --> |
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The Complete Works of William Shakespeare, which can be found and downloaded from here: [https://www.gutenberg.org/ebooks/100](https://www.gutenberg.org/ebooks/100) |
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#### Training Hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 1e-06 |
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- per_device_train_batch_size: 1 |
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- lr_scheduler_type: cosine |
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- weight_decay: 0.01 |
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- num_epochs: 1 |
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### Framework Versions |
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- accelerate==0.26.1 |
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- datasets==2.16.1 |
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- transformers==4.45.2 |
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- trl==0.11.2 |
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### Compute Infrastructure and Hardware |
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Slurm cluster with 8 x H100 Nvidia GPUs. |
