| { |
| "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" |
| } |
|
|
