STHELAR-Adapt-CellViT-SAM-H-x40 / verification_summary.json
albtad01's picture
Upload verified STHELAR-Adapt release candidate
a1fcb39 verified
Raw
History Blame Contribute Delete
47.4 kB
{
"adapter_count": 12,
"adapters": [
{
"adapter_config_sha256": "85d5a9fa38b7b94e390c88ffcdfda7786b27f51bbcaca92e8c8a779c266a8b4b",
"adapter_id": "klt/seed42",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/klt/seed42",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "46ebbc6c07303feaf33dd58af7a8eebb0f50aed335078ddf84f6bcfa79231d7d",
"safetensors_size_bytes": 31812100,
"safetensors_tensor_count": 401,
"seed": "42",
"source_config_path": "configs/release/compayl2026/klt/training_sthelar40x_kidney_liver_tonsil_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN.yaml",
"source_config_sha256": "8f4c6ccb9d0ab636c7571a5d77e156160ca5201d09ae0dc45cd2b4cef21198d9",
"source_path": "adapters/sthelar40x_kidney_liver_tonsil_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN_adapter.pth",
"source_sha256": "7b5410fdceb94d541862bb2ebf000a5629c1f5b1efd2f90c953dfb59be39f237",
"source_size_bytes": "31956368",
"state_dict_loading": "pass",
"tissue": "KidneyLiverTonsil",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "bc77a0d0aa8354b3b8f971d965fbe291ae5b4ab0a09886d6c622c8bfbe645443",
"adapter_id": "klt/seed43",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/klt/seed43",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "91ae522ab092dd303919db6ddc43a3f3f4e54a73a94e1a40335af5a715215690",
"safetensors_size_bytes": 31812156,
"safetensors_tensor_count": 401,
"seed": "43",
"source_config_path": "configs/release/compayl2026/klt/training_sthelar40x_kidney_liver_tonsil_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed43_CLEAN.yaml",
"source_config_sha256": "101953aa54b543759a056ed0517a8aaa0a61f1d23d79c8b6e53be88be68e2715",
"source_path": "adapters/sthelar40x_kidney_liver_tonsil_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed43_CLEAN_adapter.pth",
"source_sha256": "123ad536ac9bab1a655bad4de91d044965c3cd9c0d399c1972b246179485fd3f",
"source_size_bytes": "31956368",
"state_dict_loading": "pass",
"tissue": "KidneyLiverTonsil",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "41872431b328a1f203ff6bc3044870eaa45f4cf21f171f64540e43165361806d",
"adapter_id": "tissue_specific/breast/seed42",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/breast/seed42",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "df2da19b6e32b15641fde119b3115bd1b31b40009ed958b690833eb9d051f3f5",
"safetensors_size_bytes": 31812100,
"safetensors_tensor_count": 401,
"seed": "42",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_breast_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN.yaml",
"source_config_sha256": "a0626700023d9148ab5cf5eb4407aec8abec9ee135d3eba7b202ad5a2942f811",
"source_path": "adapters/sthelar40x_breast_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN_adapter.pth",
"source_sha256": "5c23266a36dfbeb920d817164f3814f3fe08ea9ebebd2673d651d4ec9ed02b31",
"source_size_bytes": "31933820",
"state_dict_loading": "pass",
"tissue": "Breast",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "27d22f473eb52c27aeab9301308b44203ed59a36df443e3388d5e09b700e6879",
"adapter_id": "tissue_specific/colon/seed42",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/colon/seed42",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "57f5c1f483af257421ff17988705b47ae4d7e193ba78721c3545de9091b21c01",
"safetensors_size_bytes": 31812028,
"safetensors_tensor_count": 401,
"seed": "42",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_colon_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN.yaml",
"source_config_sha256": "dc89c8bd6cc4b446287cd9ffae356b4d04103d9c7cb75b88901b56d6345e4909",
"source_path": "adapters/sthelar40x_colon_5class_spatial_margin128_lora_adaptformer_heads_only_seed42/sthelar40x_colon_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN_adapter.pth",
"source_sha256": "929b20ba7edef3faea19594a184b96238dda0c67e8e00bbe3fe00c682de8624c",
"source_size_bytes": "31932839",
"state_dict_loading": "pass",
"tissue": "Colon",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "f7139f247b4c8d5bb7ec4b02f8229dd5830a96ac39ff713e1377944aaad33db8",
"adapter_id": "tissue_specific/kidney/seed42",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/kidney/seed42",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "07b90305180138e35916cd5f0046028a3452a48fe07483f19e7f35180580fd48",
"safetensors_size_bytes": 31812004,
"safetensors_tensor_count": 401,
"seed": "42",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_kidney_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN.yaml",
"source_config_sha256": "7e36c95954e74129c06c660f00e05a1169d705d1f3c047ec5608ce39daa959fc",
"source_path": "adapters/sthelar40x_kidney_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN_adapter.pth",
"source_sha256": "c1a6d7745382eb82d7f0c827940fd127f6aa1c11efe44f6ef9eebe5024901e9b",
"source_size_bytes": "31925695",
"state_dict_loading": "pass",
"tissue": "Kidney",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "a21c18e9e60209454580aac33d8c173c624cee934539a5a0177008c403a0f1a9",
"adapter_id": "tissue_specific/kidney/seed43",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/kidney/seed43",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "0af3083727fa184a52db8b9383c072a9eed33129f85976afa15018a04a3e3fd5",
"safetensors_size_bytes": 31812060,
"safetensors_tensor_count": 401,
"seed": "43",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_kidney_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed43_CLEAN.yaml",
"source_config_sha256": "a03148518b312ac0f554bfcde6d7fc7e40d80ca3257617237084f5925e9c969f",
"source_path": "adapters/sthelar40x_kidney_5class_spatial_margin128_lora_adaptformer_heads_only_seed43/sthelar40x_kidney_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed43_CLEAN_adapter.pth",
"source_sha256": "acf9e40f6b133e2073ef8dd219240a24028117aea04e110f66b9db19c327d36f",
"source_size_bytes": "31925695",
"state_dict_loading": "pass",
"tissue": "Kidney",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "892b058d292e097aea11a815e082d3a2cf82059d61b53a13355cc02a10b1a42d",
"adapter_id": "tissue_specific/liver/seed42",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/liver/seed42",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "86c3a97052847fa1d1b991a3c915a89654d94a7acda1ed9fa3c00de4110c3cff",
"safetensors_size_bytes": 31811988,
"safetensors_tensor_count": 401,
"seed": "42",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_liver_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN.yaml",
"source_config_sha256": "dbf520027118e50391dda70c9b41ed95b057890f8311c47224229ff5a2a049e0",
"source_path": "adapters/sthelar40x_liver_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN_adapter.pth",
"source_sha256": "2ef8ee2925dc14969ace204897acaeafeffef0608f24fbb6cc4ca335b32dd3a9",
"source_size_bytes": "31925226",
"state_dict_loading": "pass",
"tissue": "Liver",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "75b486fb0e8e7166cb535f30d39f9bfc69c176d44e43b17cdfda68e8983410ea",
"adapter_id": "tissue_specific/lung/seed42",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/lung/seed42",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "77cda0133fa06351da106a728237d4dc79e9eed246975d617cf692b583f417e2",
"safetensors_size_bytes": 31812068,
"safetensors_tensor_count": 401,
"seed": "42",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_lung_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN.yaml",
"source_config_sha256": "927f91669490dbfd2bc9675480b5dfcd760e0b6c9b3f6dcf740d33adeed76c57",
"source_path": "adapters/sthelar40x_lung_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN_adapter.pth",
"source_sha256": "2281149c47ac023d17ad2b8a2910a7c25a609b31326c05c0497d8657aa2dab7a",
"source_size_bytes": "31930898",
"state_dict_loading": "pass",
"tissue": "Lung",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "d69daa9d104da1fca2f779f5b4c633d7dcae14e3734acec172e0aea70d61bbf0",
"adapter_id": "tissue_specific/ovary/seed42",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/ovary/seed42",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "11133a3be26357e6387cfe714164ded302a486c3afbd8a688cda8ac0c93a474f",
"safetensors_size_bytes": 31812052,
"safetensors_tensor_count": 401,
"seed": "42",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_ovary_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN.yaml",
"source_config_sha256": "adc6f055eb1938d8797234c388bd7e22f7cf179b1c984843323b1e8f65fbf551",
"source_path": "adapters/sthelar40x_ovary_5class_spatial_margin128_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN_adapter.pth",
"source_sha256": "a00cb91646af00f9259a5a632793a0fe505c6a2c8532d082137cfac767629a66",
"source_size_bytes": "31925226",
"state_dict_loading": "pass",
"tissue": "Ovary",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "10101cf61c113e3ccdf649495758fa0119f5b17e5683139684da2f50a0c75c17",
"adapter_id": "tissue_specific/pancreatic/seed43",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/pancreatic/seed43",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "cfa072affb2108b0a5f7cfe54a0f535f6849e2ee72773fdaef13bb3119dc3b59",
"safetensors_size_bytes": 31812148,
"safetensors_tensor_count": 401,
"seed": "43",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_pancreatic_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed43_CLEAN.yaml",
"source_config_sha256": "ea13c37fd01e814c792a973a1a70bb18db5b4f8af32e389c07b9c6e431953efa",
"source_path": "adapters/sthelar40x_pancreatic_5class_spatial_margin128_cap50000_lora_adaptformer_heads_only_seed43/sthelar40x_pancreatic_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed43_CLEAN_adapter.pth",
"source_sha256": "e3b2886f1c58e389cebff0c406bac22a373fddaef170922f6f0011bb9002f056",
"source_size_bytes": "31956368",
"state_dict_loading": "pass",
"tissue": "Pancreatic",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "233918730801dbf825139df63e1ed037349d980ee1579ee9be87df9c8b9d2718",
"adapter_id": "tissue_specific/skin/seed42",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/skin/seed42",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "8de0d4d635d315af1cf954143808ff6652a2f8b161aabd5e21196ee3e2125f78",
"safetensors_size_bytes": 31812140,
"safetensors_tensor_count": 401,
"seed": "42",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_skin_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN.yaml",
"source_config_sha256": "79f821c83ca153a91f226081ab7d83fb14fc03b0661273ed47477dbe8e5e9195",
"source_path": "adapters/sthelar40x_skin_5class_spatial_margin128_lora_adaptformer_heads_only_seed42/sthelar40x_skin_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed42_CLEAN_adapter.pth",
"source_sha256": "48b0f204b036ed236f7189ff30b81f3a466ab909a2edf7cdd5adac43491c263e",
"source_size_bytes": "31930962",
"state_dict_loading": "pass",
"tissue": "Skin",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
},
{
"adapter_config_sha256": "055f28b48de5e8f56f7a99966a6cd7141acacec3b1481b80d9782fab139ec3c0",
"adapter_id": "tissue_specific/tonsil/seed43",
"adapter_state_key_count": 296,
"base_checkpoint": "CellViT-SAM-H-x40.pth",
"base_checkpoint_sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"components": "LoRA;AdaptFormer;NP head;HV head;NT head",
"dtype_distribution": "{\"float32\":366,\"int64\":35}",
"forward_smoke_256x256": "pass",
"label_mapping": "0:Background;1:Immune;2:Stromal;3:Epithelial;4:Melanocyte;5:Other",
"metadata_sanitization": "pass",
"method": "lora_adaptformer_r8_a8_red16_heads_only",
"missing_adapter_keys": 0,
"mutable_buffer_key_count": 105,
"output_tensor_shapes": "tissue_types=[1,1];nuclei_binary_map=[1,2,256,256];hv_map=[1,2,256,256];nuclei_type_map=[1,6,256,256]",
"release_path": "release/huggingface/adapters/tissue_specific/tonsil/seed43",
"round_trip_tensor_equality": "pass",
"safetensors_sha256": "6ffecf88503c77444a420fac60be91c9ecfd30c87142df6c59a8d6cf8b06103d",
"safetensors_size_bytes": 31812092,
"safetensors_tensor_count": 401,
"seed": "43",
"source_config_path": "configs/release/compayl2026/tissue_specific/training_sthelar40x_tonsil_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed43_CLEAN.yaml",
"source_config_sha256": "e8817fa5a380226f2e1231e3eb58a4cc1c31e02aa6adf4ee486a4ca042b07369",
"source_path": "adapters/sthelar40x_tonsil_5class_spatial_margin128_cap50000_lora_adaptformer_heads_only_seed43/sthelar40x_tonsil_5class_spatial_margin128_cap50000_lora_adaptformer_r8_a8_red16_decoder_heads_only_lr5e-5_e10_seed43_CLEAN_adapter.pth",
"source_sha256": "a8d8918adebd3fe0f67a3c58c8f0687947dfcba17dc2c155779d129ffdfd29bf",
"source_size_bytes": "31933820",
"state_dict_loading": "pass",
"tissue": "Tonsil",
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": 0,
"verification_date": "2026-07-20",
"verification_details": {
"base_load_info": {
"loaded_tensors": 744,
"missing_target_keys": [
"classifier_head.weight",
"classifier_head.bias"
],
"skipped_shape": {
"classifier_head.bias": {
"checkpoint": [
19
],
"model": [
1
]
},
"classifier_head.weight": {
"checkpoint": [
19,
256
],
"model": [
1,
256
]
}
}
},
"base_model": "CellViT-SAM-H-x40",
"forward_tested": true,
"loaded_state_key_count": 401,
"missing_adapter_keys": [],
"missing_mutable_buffer_keys": [],
"model_load_tested": true,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"status": "ok",
"tensor_count": 401,
"trainable_parameter_count": 7908779,
"unexpected_adapter_keys": [],
"unexpected_mutable_buffer_keys": []
},
"verification_status": "pass"
}
],
"base_checkpoint": {
"filename": "CellViT-SAM-H-x40.pth",
"redistributed": false,
"sha256": "b324c10fddb0f80f5ab03a0459453a4c4848866934daf63435b46749a6b278cf",
"size_bytes": 2799315941,
"transfer_load_note": "The upstream 19-class tissue classifier is intentionally reinitialized to one output; 744 compatible base tensors load, with classifier_head.weight/bias skipped only for this declared shape mismatch."
},
"common_expectations": {
"adapter_state_key_count": 296,
"components": [
"LoRA",
"AdaptFormer",
"NP head",
"HV head",
"NT head"
],
"label_mapping": {
"Background": 0,
"Epithelial": 3,
"Immune": 1,
"Melanocyte": 4,
"Other": 5,
"Stromal": 2
},
"mutable_buffer_key_count": 105,
"output_tensor_shapes": {
"hv_map": [
1,
2,
256,
256
],
"nuclei_binary_map": [
1,
2,
256,
256
],
"nuclei_type_map": [
1,
6,
256,
256
],
"tissue_types": [
1,
1
]
},
"tensor_count": 401,
"trainable_parameter_count": 7908779
},
"environment": {
"cuda_available": false,
"environment_yml_name": "cellvit",
"python": "3.9.25",
"local_environment_name": "cellvit39",
"python_executable": "python3.9",
"pytorch": "2.5.1+cu121",
"pyyaml": "6.0",
"safetensors": "0.7.0"
},
"linear_probe_config_comparison": {
"inferred_fields": [],
"intentional_changes": [
"data.dataset_path parameterized",
"logging.log_dir sanitized",
"logging.wandb_dir sanitized"
],
"missing_scientific_fields": [],
"original": "run/sthelar40x_kidney_liver_tonsil_5class_spatial_margin128_klt_final_heads_only_frozen_encoder_decoder_e10_seed42/log/2026-07-02T153245_sthelar40x_kidney_liver_tonsil_5class_spatial_margin128_klt_final_heads_only_frozen_encoder_decoder_e10_seed42/config.yaml",
"original_sha256": "4831771b975aadbcc8be0a4ed89d52c21e7c41c78633da6316ad8f2c3b6ce58c",
"release": "configs/release/compayl2026/klt/training_sthelar40x_kidney_liver_tonsil_5class_spatial_margin128_klt_final_heads_only_frozen_encoder_decoder_e10_seed42.yaml",
"release_sha256": "7c9cdb184bc3a3e13735b507777ec568d70a761fcbe9c8cbb06c12f6b30191ff",
"removed_runtime_fields": [
"agent",
"dataset_config",
"logging.run_id",
"logging.wandb_file",
"run_sweep"
],
"scientific_training_fields_equal": true
},
"release_candidate_status": "verified_technical_checks_passed_license_review_pending",
"verified_manifest_sha256": "3dff12b9d7c6f79ed99603b529b13d1cbb0e0172fc8b7b54bc61a56cf5b7ef2f",
"tests": {
"failed": [],
"passed": [
"12/12 source PTH schema and weights-only CPU loads",
"12/12 PTH-to-safetensors exports",
"12/12 exact tensor round trips",
"12/12 source/config/adapter-config/safetensors hashes",
"12/12 required component checks",
"12/12 tensor-key and tensor-shape checks",
"12/12 trainable parameter count checks",
"12/12 label mapping/order checks",
"12/12 sanitized metadata checks",
"12/12 safetensors header scans with zero private-path marker matches",
"12/12 base reconstruction and exact adapter-state loading",
"12/12 256x256 CPU forward smoke tests",
"public adapter-hub package resolution and metadata loading",
"root and Hugging Face README local-link resolution",
"root and Hugging Face release-config tree equality"
],
"skipped": [
"training",
"dataset-scale inference",
"dataset-dependent evaluation",
"GPU smoke tests",
"GitHub upload",
"Hugging Face upload"
],
"transient_failures_resolved": [
"Initial environment probe found safetensors missing; installed declared dependency 0.7.0 and reran successfully.",
"Initial KLT seed42 full verifier run reached the forward pass but failed during JSON reporting because load_info had been discarded; fixed the verifier and reran successfully."
]
},
"verification_date": "2026-07-20"
}