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Gasvn

shgao

Models in Library1
Datasets in Library0
Models on Hugging Face16
Followers15

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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Published tasks: Visual question answering.

Reported licenses: apache-2.0. Open a record to review its specific license and conditions.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

Model · Visual question answering

rsi-jev-v4.0-vl-qwen3.5-2b

Gasvn

trained option-scoring head. It answers choice / noul / score questions about a document and up to four images in one forward pass, and speaks the Images need the vision extra (Pillow, torchvision): pip install "rsi-jev[vision] @ git+https://github.com/Shanghua-Gao/RSI-Jev". The vision encoder and image processor are read from the base model. This checkpoint (seed 17, one seed): Re-computed from these exact files after upload-time reload. Kernel stack fla-0.5.2/torch-2.7.1+cu128; full recipe in meta.json. loadrelease applies calibration.safetensors when the checkpoint carries one, so the probabilities are the calibrated ones this card reports. A loader that skips those files returns the raw…

Open weights apache-2.0