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Update README.md #18

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Mar 15, 2023
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Update README.md #18

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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -89,7 +89,7 @@ The inner circle of the plot represents the root verb of the instructions, and t
[<img src="assets/parse_analysis.png" width="750" />](./assets/parse_analysis.png)

## Fine-tuning
We fine-tune our model using standard huggingface training code with the following hyperparameters:
We fine-tune our model using standard Hugging Face training code with the following hyperparameters:

| Hyperparameter | Value |
|----------------|-------|
Expand All @@ -99,7 +99,7 @@ We fine-tune our model using standard huggingface training code with the followi
| Max length | 512 |
| Weight decay | 1 |

We are waiting for huggingface to officially support the llama models (i.e. this [PR](https://github.com/huggingface/transformers/pull/21955) to be merged) before we release a stable version of the finetuning code.
We are waiting for Hugging Face to officially support the llama models (i.e. this [PR](https://github.com/huggingface/transformers/pull/21955) to be merged) before we release a stable version of the finetuning code.

### Authors
All grad students below contributed equally and the order is determined by random draw.
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