File size: 1,049 Bytes
e025b68 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 |
{
"model_name": "DinoBloom",
"description": "DinoBloom: A foundation model for generalizable cell embeddings in hematology",
"variants": {
"s": {
"architecture": "dinobloom_s",
"embed_dim": 384,
"num_layers": 12,
"num_params": "22M",
"checkpoint": "pytorch_model_s.bin"
},
"b": {
"architecture": "dinobloom_b",
"embed_dim": 768,
"num_layers": 12,
"num_params": "86M",
"checkpoint": "pytorch_model_b.bin"
},
"l": {
"architecture": "dinobloom_l",
"embed_dim": 1024,
"num_layers": 24,
"num_params": "304M",
"checkpoint": "pytorch_model_l.bin"
},
"g": {
"architecture": "dinobloom_g",
"embed_dim": 1536,
"num_layers": 40,
"num_params": "1136M",
"checkpoint": "pytorch_model_g.bin"
}
},
"image_size": 224,
"patch_size": 14,
"mean": [0.485, 0.456, 0.406],
"std": [0.229, 0.224, 0.225],
"base_model": "DINOv2",
"license": "Apache-2.0",
"paper": "https://arxiv.org/abs/2404.05022"
}
|