Model reference · open weights
vit_large_patch14_dino.lvd is an open-weight embedding model from timm, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.
About
Model card for vitlargepatch14dinov2.lvd142m A Vision Transformer (ViT) image feature model. Pretrained on LVD-142M with self-supervised DINOv2 method. Model Details - Model Type: Image classification / feature backbone - Model Stats: - Params (M): 304.4 - GMACs: 507.1 - Activations (M): 1058.8 - Image size: 518 x 518 - Papers: - DINOv2: Learning Robust Visual Features without Supervision: https://arxiv.org/abs/2304.07193 - An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale: https://arxiv.org/abs/2010.11929v2 - Original: https://github.com/facebookresearch/dinov2 - Pretrain Dataset: LVD-142M Model Usage Image Classification Image Embeddings Model Comparison Explore the dataset and runtime metrics of this model in timm model results. Citation
Summarised from the published model card. Read the full card on the HuggingFace links below.
Specifications
| Maker | timm |
|---|---|
| Type | Embedding models |
| Parameters (lead) | 304M |
| Variants | 1 |
| Runs with | timm |
| Released | 2023-05-09 |
| Popularity | 170k downloads / month |
| Likes | 17 |
| Licence | Open weights |
How it works
Variants
Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.
| Variant | Params | Precision | VRAM | Fits 16 GB | Weights |
|---|---|---|---|---|---|
| vit_large_patch14_dinov2.lvd142m | 304M | BF16 | ~0.7 GB | ✓ | Weights ↗ |
Using it via the API
Once AxForge deploys vit-large-patch14-dino-lvd for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (vit-large-patch14-dino-lvd below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/embeddings \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"vit-large-patch14-dino-lvd","input":"text to embed"}'
Licence
Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗
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