| { | |
| "_name_or_path": "dandelin/vilt-b32-mlm", | |
| "architectures": [ | |
| "ViltForQuestionAnswering" | |
| ], | |
| "attention_probs_dropout_prob": 0.0, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.0, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "vasculature", | |
| "1": "in the bowel", | |
| "2": "yes", | |
| "3": "in the bowels", | |
| "4": "stomach", | |
| "5": "5cm", | |
| "6": "pancreas", | |
| "7": "mixed intensity", | |
| "8": "psoas major muscle", | |
| "9": "radiolucent", | |
| "10": "necrotic tissue", | |
| "11": "right subclavian vein", | |
| "12": "hemorrhage", | |
| "13": "oral and iv", | |
| "14": "the brain", | |
| "15": "jejunum", | |
| "16": "black", | |
| "17": "ct", | |
| "18": "anterior cerebrum", | |
| "19": "heterogeneous", | |
| "20": "in the vasculature", | |
| "21": "hydropneumothorax", | |
| "22": "temporal and lateral occipital lobes", | |
| "23": "hip bones", | |
| "24": "basal ganglia", | |
| "25": "suprasellar", | |
| "26": "blind loop syndrome", | |
| "27": "mri/flair", | |
| "28": "base", | |
| "29": "isointense", | |
| "30": "basilar artery thrombosis", | |
| "31": "mri - t2 weighted", | |
| "32": "mid abdomen", | |
| "33": "fatty infiltration", | |
| "34": "midline", | |
| "35": "fat", | |
| "36": "pleural effusion", | |
| "37": "white matter plaques", | |
| "38": "distal basilar artery", | |
| "39": "infarct", | |
| "40": "axial", | |
| "41": "thalami, left occipital lobe, brainstem and left cerebellum", | |
| "42": "pa", | |
| "43": "right kidney", | |
| "44": "iv contrast", | |
| "45": "emphysema", | |
| "46": "spleen", | |
| "47": "breasts", | |
| "48": "with contrast", | |
| "49": "t2 weighted", | |
| "50": "cystic", | |
| "51": "double arch", | |
| "52": "subarachnoid", | |
| "53": "acute stroke", | |
| "54": "right vertebral artery sign", | |
| "55": "left", | |
| "56": "pons", | |
| "57": "brain", | |
| "58": "left rectus abdominus", | |
| "59": "mr - flair", | |
| "60": "xray", | |
| "61": "pineal region", | |
| "62": "non-enhanced", | |
| "63": "ribs", | |
| "64": "bilateral parietal lobes", | |
| "65": "r hemidiaphragm", | |
| "66": "bilateral", | |
| "67": "mri", | |
| "68": "anterior surface", | |
| "69": "adjacent to vertebrae", | |
| "70": "no", | |
| "71": "sigmoid flexture of the colon", | |
| "72": "plain film xray", | |
| "73": "ascites", | |
| "74": "reduced sulci", | |
| "75": "pericholecystic fluid", | |
| "76": "mri diffusion weighted", | |
| "77": "contrast", | |
| "78": "non-contrast", | |
| "79": "mri-dwi", | |
| "80": "on the left", | |
| "81": "normal", | |
| "82": "ap", | |
| "83": "mri-flair", | |
| "84": "right colon", | |
| "85": "posterior to the gastric antrum", | |
| "86": "man", | |
| "87": "bilateral frontal lobes", | |
| "88": "short section irregular contour", | |
| "89": "decreased muscle bulk", | |
| "90": "almost entire right side", | |
| "91": "micronodular", | |
| "92": "right sylvian fissure", | |
| "93": "right temporal lobe", | |
| "94": "gadolinium", | |
| "95": "mr - t2 weighted", | |
| "96": "one", | |
| "97": "mr - adc map", | |
| "98": "flair", | |
| "99": "descending colon", | |
| "100": "6.5 x 6.2 x 8.8cm", | |
| "101": "lower lung fields", | |
| "102": "chest radiograph", | |
| "103": "2", | |
| "104": "bilateral frontal lobes and body of corpus callosum", | |
| "105": "calcification", | |
| "106": "underneath the right hemidiaphragm", | |
| "107": "right", | |
| "108": "posterior fossa", | |
| "109": "fluid", | |
| "110": "chest", | |
| "111": "hyperintense", | |
| "112": "blind-ending loop of bowel arising from the cecum", | |
| "113": "in the midline", | |
| "114": "multilobulated", | |
| "115": "4", | |
| "116": "abscess", | |
| "117": "cardiovascular", | |
| "118": "nipple location", | |
| "119": "x-ray", | |
| "120": "chronic sinusitis vs. hemorrhage", | |
| "121": "diverticuli", | |
| "122": "hypointense", | |
| "123": "nodules" | |
| }, | |
| "image_size": 384, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "2": 103, | |
| "4": 115, | |
| "5cm": 5, | |
| "6.5 x 6.2 x 8.8cm": 100, | |
| "abscess": 116, | |
| "acute stroke": 53, | |
| "adjacent to vertebrae": 69, | |
| "almost entire right side": 90, | |
| "anterior cerebrum": 18, | |
| "anterior surface": 68, | |
| "ap": 82, | |
| "ascites": 73, | |
| "axial": 40, | |
| "basal ganglia": 24, | |
| "base": 28, | |
| "basilar artery thrombosis": 30, | |
| "bilateral": 66, | |
| "bilateral frontal lobes": 87, | |
| "bilateral frontal lobes and body of corpus callosum": 104, | |
| "bilateral parietal lobes": 64, | |
| "black": 16, | |
| "blind loop syndrome": 26, | |
| "blind-ending loop of bowel arising from the cecum": 112, | |
| "brain": 57, | |
| "breasts": 47, | |
| "calcification": 105, | |
| "cardiovascular": 117, | |
| "chest": 110, | |
| "chest radiograph": 102, | |
| "chronic sinusitis vs. hemorrhage": 120, | |
| "contrast": 77, | |
| "ct": 17, | |
| "cystic": 50, | |
| "decreased muscle bulk": 89, | |
| "descending colon": 99, | |
| "distal basilar artery": 38, | |
| "diverticuli": 121, | |
| "double arch": 51, | |
| "emphysema": 45, | |
| "fat": 35, | |
| "fatty infiltration": 33, | |
| "flair": 98, | |
| "fluid": 109, | |
| "gadolinium": 94, | |
| "hemorrhage": 12, | |
| "heterogeneous": 19, | |
| "hip bones": 23, | |
| "hydropneumothorax": 21, | |
| "hyperintense": 111, | |
| "hypointense": 122, | |
| "in the bowel": 1, | |
| "in the bowels": 3, | |
| "in the midline": 113, | |
| "in the vasculature": 20, | |
| "infarct": 39, | |
| "isointense": 29, | |
| "iv contrast": 44, | |
| "jejunum": 15, | |
| "left": 55, | |
| "left rectus abdominus": 58, | |
| "lower lung fields": 101, | |
| "man": 86, | |
| "micronodular": 91, | |
| "mid abdomen": 32, | |
| "midline": 34, | |
| "mixed intensity": 7, | |
| "mr - adc map": 97, | |
| "mr - flair": 59, | |
| "mr - t2 weighted": 95, | |
| "mri": 67, | |
| "mri - t2 weighted": 31, | |
| "mri diffusion weighted": 76, | |
| "mri-dwi": 79, | |
| "mri-flair": 83, | |
| "mri/flair": 27, | |
| "multilobulated": 114, | |
| "necrotic tissue": 10, | |
| "nipple location": 118, | |
| "no": 70, | |
| "nodules": 123, | |
| "non-contrast": 78, | |
| "non-enhanced": 62, | |
| "normal": 81, | |
| "on the left": 80, | |
| "one": 96, | |
| "oral and iv": 13, | |
| "pa": 42, | |
| "pancreas": 6, | |
| "pericholecystic fluid": 75, | |
| "pineal region": 61, | |
| "plain film xray": 72, | |
| "pleural effusion": 36, | |
| "pons": 56, | |
| "posterior fossa": 108, | |
| "posterior to the gastric antrum": 85, | |
| "psoas major muscle": 8, | |
| "r hemidiaphragm": 65, | |
| "radiolucent": 9, | |
| "reduced sulci": 74, | |
| "ribs": 63, | |
| "right": 107, | |
| "right colon": 84, | |
| "right kidney": 43, | |
| "right subclavian vein": 11, | |
| "right sylvian fissure": 92, | |
| "right temporal lobe": 93, | |
| "right vertebral artery sign": 54, | |
| "short section irregular contour": 88, | |
| "sigmoid flexture of the colon": 71, | |
| "spleen": 46, | |
| "stomach": 4, | |
| "subarachnoid": 52, | |
| "suprasellar": 25, | |
| "t2 weighted": 49, | |
| "temporal and lateral occipital lobes": 22, | |
| "thalami, left occipital lobe, brainstem and left cerebellum": 41, | |
| "the brain": 14, | |
| "underneath the right hemidiaphragm": 106, | |
| "vasculature": 0, | |
| "white matter plaques": 37, | |
| "with contrast": 48, | |
| "x-ray": 119, | |
| "xray": 60, | |
| "yes": 2 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_image_length": -1, | |
| "max_position_embeddings": 40, | |
| "modality_type_vocab_size": 2, | |
| "model_type": "vilt", | |
| "num_attention_heads": 12, | |
| "num_channels": 3, | |
| "num_hidden_layers": 12, | |
| "num_images": -1, | |
| "patch_size": 32, | |
| "qkv_bias": true, | |
| "tie_word_embeddings": false, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.39.3", | |
| "type_vocab_size": 2, | |
| "vocab_size": 30522 | |
| } | |