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{ |
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"_name_or_path": "dandelin/vilt-b32-mlm", |
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"architectures": [ |
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"ViltForQuestionAnswering" |
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], |
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"attention_probs_dropout_prob": 0.0, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.0, |
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"hidden_size": 768, |
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"id2label": { |
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"0": "vasculature", |
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"1": "in the bowel", |
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"2": "yes", |
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"3": "in the bowels", |
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"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", |
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"32": "mid abdomen", |
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"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", |
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"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", |
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"122": "hypointense", |
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"123": "nodules" |
|
}, |
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"image_size": 384, |
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"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"2": 103, |
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"4": 115, |
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"5cm": 5, |
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"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, |
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"axial": 40, |
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"basal ganglia": 24, |
|
"base": 28, |
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"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, |
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"brain": 57, |
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"breasts": 47, |
|
"calcification": 105, |
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"cardiovascular": 117, |
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"chest": 110, |
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"chest radiograph": 102, |
|
"chronic sinusitis vs. hemorrhage": 120, |
|
"contrast": 77, |
|
"ct": 17, |
|
"cystic": 50, |
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"decreased muscle bulk": 89, |
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"descending colon": 99, |
|
"distal basilar artery": 38, |
|
"diverticuli": 121, |
|
"double arch": 51, |
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"emphysema": 45, |
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"fat": 35, |
|
"fatty infiltration": 33, |
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"flair": 98, |
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"fluid": 109, |
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"gadolinium": 94, |
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"hemorrhage": 12, |
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"heterogeneous": 19, |
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"hip bones": 23, |
|
"hydropneumothorax": 21, |
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"hyperintense": 111, |
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"hypointense": 122, |
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"in the bowel": 1, |
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"in the bowels": 3, |
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"in the midline": 113, |
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"in the vasculature": 20, |
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"infarct": 39, |
|
"isointense": 29, |
|
"iv contrast": 44, |
|
"jejunum": 15, |
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"left": 55, |
|
"left rectus abdominus": 58, |
|
"lower lung fields": 101, |
|
"man": 86, |
|
"micronodular": 91, |
|
"mid abdomen": 32, |
|
"midline": 34, |
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"mixed intensity": 7, |
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"mr - adc map": 97, |
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"mr - flair": 59, |
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"mr - t2 weighted": 95, |
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"mri": 67, |
|
"mri - t2 weighted": 31, |
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"mri diffusion weighted": 76, |
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"mri-dwi": 79, |
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"mri-flair": 83, |
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"mri/flair": 27, |
|
"multilobulated": 114, |
|
"necrotic tissue": 10, |
|
"nipple location": 118, |
|
"no": 70, |
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"nodules": 123, |
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"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, |
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"max_image_length": -1, |
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"max_position_embeddings": 40, |
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"modality_type_vocab_size": 2, |
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"model_type": "vilt", |
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"num_attention_heads": 12, |
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"num_channels": 3, |
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"num_hidden_layers": 12, |
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"num_images": -1, |
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"patch_size": 32, |
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"qkv_bias": true, |
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"tie_word_embeddings": false, |
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"torch_dtype": "float32", |
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"transformers_version": "4.39.3", |
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"type_vocab_size": 2, |
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"vocab_size": 30522 |
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} |
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