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README.md
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license: mit
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---
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license: mit
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---
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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This model is a vanilla fine-tuned version of the [Llama-7B](https://huggingface.co/huggyllama/llama-7b) model on synthetically generated arithmetic tasks. It was introduced in [this](https://openreview.net/forum?id=8sKcAWOf2D) paper. It is very similar to [Goat-7B](https://github.com/liutiedong/goat), except it was trained without LoRA.
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## Model Details
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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:** [Nikhil Prakash](https://nix07.github.io/)
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- **Model type:** Autoregressive Decoder-only Language Model
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- **License:** MIT License
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- **Finetuned from model [optional]:** [Llama-7B](https://huggingface.co/huggyllama/llama-7b)
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### Model Sources [optional]
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<!-- Provide the basic links for the model. -->
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- **Repository:** TODO
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- **Paper [optional]:** [Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking](https://openreview.net/forum?id=8sKcAWOf2D)
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## How to Get Started with the Model
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Use the code below to get started with the model.
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```python
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from transformers import AutoModel
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model = AutoModel.from_pretrained("nikhil07prakash/float-7b")
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```
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## Citation [optional]
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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**BibTeX:**
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TODO
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