- Status
- Verified
- Base model
- …
- Lineage
- …
- Unchanged from base
- …
- Trending
- #14
- Downloads, 30 days
- 305
- Weights
- 3.1 GB
- Revision
This repository contains the hierarchical VisionHOPE-T/S/B checkpoints for ImageNet-1K classification, COCO object detection and instance segmentation, and ADE20K semantic segmentation.
At a glance
- Task
- Image classification
- Input
- image
- Output
- label
- License
- MITCommercial use
- Released
- Sep 2026
- Updated
- Sep 2026
- Likes
- 143
- Downloads, all time
- 137
Run it
Pinned to the indexed revision.
hf download PSRben/VisionHOPE --revision 87a21663cd7c699f2fb5ade0b11f5e1c022ddcd2Through the hub: the same tools, each file from a source that is up (Hugging Face, ModelScope, IPFS), at this revision. The second line checks every file against its address.
export HF_ENDPOINT=https://gethologram.ai
cd "$(hf download PSRben/VisionHOPE --quiet)" && curl -s $HF_ENDPOINT/PSRben/VisionHOPE/resolve/main/SHA256SUMS | sha256sum -c --quietPapers
- VisionHOPE: Visual Backbones as Self-Modifying Learning SystemsSiran Peng et al., 2026
Read the full model card
VisionHOPE
Official pretrained weights for VisionHOPE: Visual Backbones as Self-Modifying Learning Systems.
This repository contains the hierarchical VisionHOPE-T/S/B checkpoints for ImageNet-1K classification, COCO object detection and instance segmentation, and ADE20K semantic segmentation.
Pretrained weights
| Task | VisionHOPE-T | VisionHOPE-S | VisionHOPE-B |
|---|---|---|---|
| ImageNet-1K classification | Download | Download | Download |
| COCO · Mask R-CNN 1× | Download | Download | Download |
| COCO · Mask R-CNN 3× | Download | Download | — |
| ADE20K · UPerNet | Download | Download | Download |
Download
Download an individual checkpoint with the Hugging Face CLI:
hf download PSRben/VisionHOPE visionhope_small.pth --local-dir weights
To download all checkpoints:
hf download PSRben/VisionHOPE --include "visionhope_*.pth" --local-dir weights
See the code repository for installation, model definitions, and training and evaluation commands.
Derived on Sep 30, 2026 from Hugging Face at revision 87a21663, README.md , config.json .
14 files, 3.1 GB. Every download is checked against its address.