Support HuggingFaceM4/Docmatix dataset #1342
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Related to oumi-ai#915 Add support for the HuggingFaceM4/Docmatix dataset for Document Visual Question Answering. * **New Dataset Class** - Add `DocmatixDataset` class in `src/oumi/datasets/vision_language/docmatix.py` to handle the HuggingFaceM4/Docmatix dataset. - Implement `transform_conversation` method to convert raw data into a `Conversation` object. - Register the dataset using the `register_dataset` decorator. * **Configuration Updates** - Update `configs/recipes/vision/llava_7b/sft/train.yaml` to include the HuggingFaceM4/Docmatix dataset under `data.train.datasets`. - Update `configs/recipes/vision/phi3/sft/train.yaml` to include the HuggingFaceM4/Docmatix dataset under `data.train.datasets`. - Update `configs/recipes/vision/qwen2_vl_2b/sft/train.yaml` to include the HuggingFaceM4/Docmatix dataset under `data.train.datasets`. - Update `configs/recipes/vision/smolvlm/sft/train.yaml` to include the HuggingFaceM4/Docmatix dataset under `data.train.datasets`.
nikg4
reviewed
Feb 2, 2025
* **configs/recipes/vision/llava_7b/sft/train.yaml** - Add HuggingFaceM4/Docmatix dataset under `data.train.datasets` and comment it out * **configs/recipes/vision/phi3/sft/train.yaml** - Add HuggingFaceM4/Docmatix dataset under `data.train.datasets` and comment it out * **configs/recipes/vision/qwen2_vl_2b/sft/train.yaml** - Add HuggingFaceM4/Docmatix dataset under `data.train.datasets` and comment it out * **configs/recipes/vision/smolvlm/sft/train.yaml** - Add HuggingFaceM4/Docmatix dataset under `data.train.datasets` and comment it out
nikg4
approved these changes
Feb 4, 2025
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Thank you @vishwamartur ! |
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Related to #915
Add support for the HuggingFaceM4/Docmatix dataset for Document Visual Question Answering.
New Dataset Class
DocmatixDatasetclass insrc/oumi/datasets/vision_language/docmatix.pyto handle the HuggingFaceM4/Docmatix dataset.transform_conversationmethod to convert raw data into aConversationobject.register_datasetdecorator.Configuration Updates
configs/recipes/vision/llava_7b/sft/train.yamlto include the HuggingFaceM4/Docmatix dataset underdata.train.datasets.configs/recipes/vision/phi3/sft/train.yamlto include the HuggingFaceM4/Docmatix dataset underdata.train.datasets.configs/recipes/vision/qwen2_vl_2b/sft/train.yamlto include the HuggingFaceM4/Docmatix dataset underdata.train.datasets.configs/recipes/vision/smolvlm/sft/train.yamlto include the HuggingFaceM4/Docmatix dataset underdata.train.datasets.Towards OPE-747