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LoRA: Support HuggingFace dataset via data parameter (#996)

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* LoRA: support huggingface dataset via `data` argument

* LoRA: Extract the load_custom_hf_dataset function

* LoRA: split small functions

* fix spelling errors

* handle load hf dataset error

* fix pre-commit lint

* update data argument help

* nits and doc

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Co-authored-by: Awni Hannun <awni@apple.com>
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madroid
2024-09-30 22:36:21 +08:00
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llms/mlx_lm/LORA.md
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@@ -251,7 +251,13 @@ To use Hugging Face datasets, first install the `datasets` package:
pip install datasets
```
Specify the Hugging Face dataset arguments in a YAML config. For example:
If the Hugging Face dataset is already in a supported format, you can specify
it on the command line. For example, pass `--data mlx-community/wikisql` to
train on the pre-formatted WikiwSQL data.
Otherwise, provide a mapping of keys in the dataset to the features MLX LM
expects. Use a YAML config to specify the Hugging Face dataset arguments. For
example:
```
hf_dataset: