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Minor changes in the README and the HF adapter. #28

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2 changes: 1 addition & 1 deletion README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -158,7 +158,7 @@ Transformers are great, but often times, you want to finetune them for your down

```python
from refinery.adapter import transformers
dataset, mapping = transformers.build_dataset(client, "headline", "__clickbait")
dataset, mapping, index = transformers.build_classification_dataset(client, "headline", "__clickbait")
```

From here, you can follow the [finetuning example](https://huggingface.co/docs/transformers/training) provided in the official Hugging Face documentation. A next step could look as follows:
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2 changes: 1 addition & 1 deletion refinery/adapter/transformers.py
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Expand Up @@ -9,7 +9,7 @@ def build_classification_dataset(
client: Client,
sentence_input: str,
classification_label: str,
num_train: Optional[int] = 100,
num_train: Optional[int] = None,
):
"""Build a classification dataset from a refinery client and a config string useable for HuggingFace finetuning.

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