Initialize model with custom labels and full weights

config.json

@@ -1,10 +1,18 @@
 {
-  "_name_or_path": "microsoft/layoutlmv3-base",
   "architectures": [
     "LayoutLMv3ForTokenClassification"
   ],
-  "model_type": "layoutlmv3",
-  "num_labels": 19,
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "coordinate_size": 128,
+  "dtype": "float32",
+  "eos_token_id": 2,
+  "has_relative_attention_bias": true,
+  "has_spatial_attention_bias": true,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
   "id2label": {
     "0": "O",
     "1": "B-MerchantName",
@@ -26,35 +34,48 @@
     "17": "B-LineItems",
     "18": "I-LineItems"
   },
+  "initializer_range": 0.02,
+  "input_size": 224,
+  "intermediate_size": 3072,
   "label2id": {
-    "O": 0,
-    "B-MerchantName": 1,
-    "I-MerchantName": 2,
-    "B-MerchantAddress": 3,
-    "I-MerchantAddress": 4,
-    "B-TransactionDate": 5,
-    "I-TransactionDate": 6,
     "B-Currency": 7,
-    "I-Currency": 8,
+    "B-InvoiceNumber": 13,
+    "B-LineItems": 17,
+    "B-MerchantAddress": 3,
+    "B-MerchantName": 1,
+    "B-Subtotal": 15,
     "B-Total": 9,
-    "I-Total": 10,
     "B-TotalTax": 11,
-    "I-TotalTax": 12,
-    "B-InvoiceNumber": 13,
+    "B-TransactionDate": 5,
+    "I-Currency": 8,
     "I-InvoiceNumber": 14,
-    "B-Subtotal": 15,
+    "I-LineItems": 18,
+    "I-MerchantAddress": 4,
+    "I-MerchantName": 2,
     "I-Subtotal": 16,
-    "B-LineItems": 17,
-    "I-LineItems": 18
+    "I-Total": 10,
+    "I-TotalTax": 12,
+    "I-TransactionDate": 6,
+    "O": 0
   },
-  "coordinate_size": 1024,
-  "hidden_size": 768,
-  "image_size": 224,
-  "input_size": 224,
-  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
   "max_2d_position_embeddings": 1024,
   "max_position_embeddings": 514,
+  "max_rel_2d_pos": 256,
+  "max_rel_pos": 128,
+  "model_type": "layoutlmv3",
   "num_attention_heads": 12,
+  "num_channels": 3,
   "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "patch_size": 16,
+  "rel_2d_pos_bins": 64,
+  "rel_pos_bins": 32,
+  "second_input_size": 112,
+  "shape_size": 128,
+  "text_embed": true,
+  "transformers_version": "4.57.1",
+  "type_vocab_size": 1,
+  "visual_embed": true,
   "vocab_size": 50265
-}
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da092b4a57e2b5e715399be15f74104288631ded0787482cd646d1453eac1c48
+size 503755044

preprocessor_config.json

@@ -0,0 +1,26 @@
+{
+  "apply_ocr": false,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "LayoutLMv3ImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "ocr_lang": null,
+  "processor_class": "LayoutLMv3Processor",
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  },
+  "tesseract_config": ""
+}

special_tokens_map.json

@@ -0,0 +1,51 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,80 @@
+{
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50264": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "apply_ocr": false,
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "<s>",
+  "cls_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "eos_token": "</s>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "only_label_first_subword": true,
+  "pad_token": "<pad>",
+  "pad_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "pad_token_label": -100,
+  "processor_class": "LayoutLMv3Processor",
+  "sep_token": "</s>",
+  "sep_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "tokenizer_class": "LayoutLMv3Tokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}