Update to complete model with 57,768 embedded prototypes

config.json

@@ -1,13 +1,25 @@
 {
-  "model_type": "medicoder",
-  "architecture": "prototypical_network",
+  "model_type": "medicoder_complete",
+  "architecture": "prototypical_network_with_embedded_prototypes",
   "base_model": "emilyalsentzer/Bio_ClinicalBERT",
   "embedding_dim": 768,
-  "num_medical_codes": 57000,
+  "num_medical_codes": 57768,
+  "num_prototypes": 57768,
   "performance": {
     "top_1_accuracy": 0.463,
     "training_approach": "few_shot_learning",
-    "optimization_phase": 2
+    "optimization_phase": 2,
+    "contains_prototypes": true,
+    "deployment_ready": true
+  },
+  "prototype_info": {
+    "prototype_shape": [
+      57768,
+      768
+    ],
+    "total_parameters": "~445M",
+    "self_contained": true,
+    "no_dataset_required": true
   },
   "tokenizer_class": "BertTokenizer",
   "max_position_embeddings": 512,
@@ -20,5 +32,6 @@
   "layer_norm_eps": 1e-12,
   "pad_token_id": 0,
   "gradient_checkpointing": false,
-  "use_cache": true
+  "use_cache": true,
+  "version": "4.0_complete"
 }