Datasets:

daviBera
/

experts_datasets-102400

library_name: peft
license: other
base_model: Qwen/Qwen2-VL-2B
tags:
  - llama-factory
  - lora
model-index:
  - name: qwen2_2b_lora_expert_generalv2-102400
    results: []
task_categories:
  - visual-question-answering
language:
  - en
pretty_name: Domain Expert Datasets
size_categories:
  - 100K<n<1M

Linear Model Merging Unlocks Simple and Scalable Multimodal Data Mixture Optimization

This are the domain-specific datasets from the paper: "Linear Model Merging Unlocks Simple and Scalable Multimodal Data Mixture Optimization " (link).

Each dataset contains 102400 VQA samples from a specific domain: General VQA, OCR, Counting & Visual Perception, Chart Understanding.

You can find many models trained on mixtures of these datasets in this Huggingface Collection.

Linear Model Merging Unlocks Simple and Scalable Multimodal Data Mixture Optimization

Composition