mvp-engine
mvp-engine-openbee-stage1-demo-5k
MVP Engine OpenBee Stage1 Demo 5K
This dataset is a 5,000-sample Lance demo slice from OpenBee stage1 data for the
recipes/basic_vlm stage1 alignment workflow in mvp-engine.
Files
meta.json: mvp_dataset Lance source config.
samples.lance: main sample table.
images.lance: image reference table used by meta.json.
Usage
Download the dataset into data/Open-Bee-Lance/stage1 in an mvp-engine
checkout, then run Basic VLM stage1 with:
torchrun --nproc_per_node=8 -m… See the full description on the dataset page: https://huggingface.co/datasets/mvp-lab/mvp-engine-openbee-stage1-demo-5k.mvp-engine-vlm-dev-datamvp-engine-llm-dev-data
MVP Engine LLM Dev Data
This dataset is a 5,000-sample text-only Lance demo slice from OpenBee stage2
Nemotron data for mvp-engine recipe development and smoke validation.
Files
meta.json: mvp_dataset Lance source config.
samples.lance: main text-only sample table.
Schema
The sample table keeps the OpenBee chat schema:
images: []
conversations: [{from: human|gpt, value: text}]
id: string
img_size: []
source: nemotron
__source__: nemotron… See the full description on the dataset page: https://huggingface.co/datasets/mvp-lab/mvp-engine-llm-dev-data.mvp-engine-minimal-vlm-data