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Support for OpenAI’s fine-tuning dataset format (#548)

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* LoRA: move load_dataset to tuner/datasets.py file

* LoRA: support OpenAI chat format datasets

see https://platform.openai.com/docs/guides/fine-tuning/example-format

* LoRA: support OpenAI completion format datasets

* LoRA: formatting dataset timing to reduce memory footprint

* Refactor dataset item access in PromptCompletionDataset

* Update mlx_lm/LORA.md

* Update mlx_lm/LORA.md

* check Unsupported data format

* add tests, fine-tune doc

* add tests, fine-tune doc

* add jinja2 for chat template

* nits in readme

* nits in readme

---------

Co-authored-by: Awni Hannun <awni@apple.com>
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madroid
2024-03-20 07:45:46 +08:00
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parent e05e502c34
commit b0bcd86a40
5 changed files with 231 additions and 44 deletions
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llms/mlx_lm/requirements.txt
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@@ -3,3 +3,4 @@ numpy
transformers>=4.38.0
protobuf
pyyaml
jinja2