Teja-Gollapudi
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README.md
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---
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datasets:
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- tatsu-lab/alpaca
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language:
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- en
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pipeline_tag: text2text-generation
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---
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# Model Details
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- **Model name:** alpaca-flan-T5-large
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- **Model type:** - Text2Text Generation
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- **Parent Model:** [google/flan-t5-large](https://huggingface.co/google/flan-t5-large)
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- **Training dataset:** [Alpaca](https://huggingface.co/datasets/tatsu-lab/alpaca)
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- **Language:** English
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- **Framework:** PyTorch
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- **Model version:** 1.0
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# Intended Use
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# How to Use
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```python
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from transformers import pipeline
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```
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# Training Details
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The model was trained on 3xV100 GPUs
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Hyperparameters:
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learning_rate = 5e-5
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batch_size = 128
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epochs = 3
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```
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# Limitations and Bias
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The model is based on a large and diverse dataset, but it may still have limitations and biases in certain areas. Some limitations include:
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- Language: The model is designed to work with English text only and may not perform as well in other languages.
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In addition, the model may have some bias in terms of the data it was trained on. The dataset includes questions from a variety of sources, but it may not be representative of all populations or perspectives. As a result, the model may perform better or worse for certain types of questions or on certain types of texts.
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