Model reference · open weights
dinov2-xray-224 is an open-weight embedding model from StanfordAIMI. dinov2-base-xray-224 (FP32) weighs 171 MB; the smallest configuration that runs it is RTX 3060 12 GB.
What it is
| Released by | StanfordAIMI |
|---|---|
| Type | Embedding models |
| Task | Image embed |
| Parameters (lead) | 86M |
| Runs with | transformers |
| Released | 2024-02-08 |
| Popularity | 3k downloads / month |
| Weights | 171 MB (dinov2-base-xray-224 (FP32), file size) |
| Licence | Open weights |
What it runs on
Weights 171 MB (file size) · overhead about 1.1 GB.
| Card | Runs | Counted memory |
|---|---|---|
| RTX 3060 12 GB | fits | 11.6 GB |
| RTX 4060 Ti 16 GB | fits | 15.4 GB |
| RTX 3090 24 GB | fits | 23.4 GB |
| RTX 4090 24 GB | fits | 23.4 GB |
| RTX 5090 32 GB | fits | 31.0 GB |
| L40S 48 GB | fits | 44.0 GB |
| A100 80 GB | fits | 78.2 GB |
| H100 80 GB | fits | 78.1 GB |
| RTX PRO 6000 Blackwell 96 GB | fits | 93.8 GB |
| DGX Spark (GB10) 128 GB unified | fits | 107 GB |
| H200 141 GB | fits | 138 GB |
| B200 180 GB | fits | 176 GB |
Estimates, not measurements: the weights are the build's file size. No cache grows with use; a batch of inputs needs working memory of its own. Counted memory is 92 % of what CUDA reports for the card.
From the model card
AIMI FMs: A Collection of Foundation Models in Radiology
📝 Paper • 🤗 Hugging Face • 🧩 Github • 🪄 Project
Quoted from the model card on Hugging Face — the full card is behind the Hugging Face link above.