Instructions to use nomic-ai/vit_eva02_base_patch16_224.mim_in22k with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- timm
How to use nomic-ai/vit_eva02_base_patch16_224.mim_in22k with timm:
import timm model = timm.create_model("hf_hub:nomic-ai/vit_eva02_base_patch16_224.mim_in22k", pretrained=True) - Notebooks
- Google Colab
- Kaggle
Model card for eva02_base_patch16_224.mim_in22k
Downloaded checkpoint from here
Then did
import torch
import timm
from timm.models.eva import checkpoint_filter_fn
from timm.models import push_to_hf_hub
state_dict = torch.load("eva02/pt/eva02_B_pt_in21k_p14to16.pt")["model"]
model = timm.create_model("eva02_base_patch14_224", patch_size=16, ref_feat_shape=(14, 14))
filtered = checkpoint_filter_fn(state_dict, model)
push_to_hf_hub(t, "nomic-ai/eva02_base_patch16_224.mim_in22k", private=True, safe_serialization=True)
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