Upload folder using huggingface_hub

config.json

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+{
+  "_name_or_path": "microsoft/layoutlmv3-base",
+  "architectures": [
+    "LayoutLMv3ForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "coordinate_size": 128,
+  "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": "B-ITEM_DESC",
+    "1": "E-ITEM_DESC",
+    "2": "S-ITEM_DESC",
+    "3": "S-CLIENT_ADDRESS",
+    "4": "E-VAT (PER ITEM OR PERCENTAGE)",
+    "5": "B-SELLER_ADDRESS",
+    "6": "S-INVOICE_NUMBER",
+    "7": "S-TOTAL_NET_WORTH",
+    "8": "I-CLIENT_ADDRESS",
+    "9": "E-TOTAL_NET_WORTH",
+    "10": "B-NET_WORTH",
+    "11": "E-TOTAL_GROSS_WORTH",
+    "12": "E-CLIENT",
+    "13": "I-SELLER",
+    "14": "S-CLIENT",
+    "15": "S-GROSS_WORTH",
+    "16": "S-SELLER",
+    "17": "I-NET_PRICE",
+    "18": "B-CLIENT",
+    "19": "E-IBAN",
+    "20": "S-INVOICE_DATE",
+    "21": "B-TOTAL_NET_WORTH",
+    "22": "S-IBAN",
+    "23": "I-IBAN",
+    "24": "E-CLIENT_ADDRESS",
+    "25": "S-NET_PRICE",
+    "26": "S-NET_WORTH",
+    "27": "O",
+    "28": "E-QTY",
+    "29": "B-SELLER",
+    "30": "B-CLIENT_ADDRESS",
+    "31": "I-CLIENT",
+    "32": "B-ITEM_NO",
+    "33": "B-TOTAL_VAT",
+    "34": "I-TOTAL_VAT",
+    "35": "I-NET_WORTH",
+    "36": "S-CURRENCY",
+    "37": "B-GROSS_WORTH",
+    "38": "E-ITEM_NO",
+    "39": "B-TOTAL_GROSS_WORTH",
+    "40": "E-GROSS_WORTH",
+    "41": "S-TOTAL_VAT",
+    "42": "S-VAT (PER ITEM OR PERCENTAGE)",
+    "43": "E-NET_WORTH",
+    "44": "S-TOTAL_GROSS_WORTH",
+    "45": "E-SELLER_ADDRESS",
+    "46": "S-SELLER_ADDRESS",
+    "47": "S-ITEM_NO",
+    "48": "I-SELLER_ADDRESS",
+    "49": "B-VAT (PER ITEM OR PERCENTAGE)",
+    "50": "E-SELLER",
+    "51": "I-ITEM_DESC",
+    "52": "S-QTY",
+    "53": "E-NET_PRICE",
+    "54": "S-SELLER_TAX_ID",
+    "55": "S-CLIENT_TAX_ID",
+    "56": "E-TOTAL_VAT",
+    "57": "B-NET_PRICE",
+    "58": "B-IBAN",
+    "59": "B-QTY"
+  },
+  "initializer_range": 0.02,
+  "input_size": 224,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-CLIENT": 18,
+    "B-CLIENT_ADDRESS": 30,
+    "B-GROSS_WORTH": 37,
+    "B-IBAN": 58,
+    "B-ITEM_DESC": 0,
+    "B-ITEM_NO": 32,
+    "B-NET_PRICE": 57,
+    "B-NET_WORTH": 10,
+    "B-QTY": 59,
+    "B-SELLER": 29,
+    "B-SELLER_ADDRESS": 5,
+    "B-TOTAL_GROSS_WORTH": 39,
+    "B-TOTAL_NET_WORTH": 21,
+    "B-TOTAL_VAT": 33,
+    "B-VAT (PER ITEM OR PERCENTAGE)": 49,
+    "E-CLIENT": 12,
+    "E-CLIENT_ADDRESS": 24,
+    "E-GROSS_WORTH": 40,
+    "E-IBAN": 19,
+    "E-ITEM_DESC": 1,
+    "E-ITEM_NO": 38,
+    "E-NET_PRICE": 53,
+    "E-NET_WORTH": 43,
+    "E-QTY": 28,
+    "E-SELLER": 50,
+    "E-SELLER_ADDRESS": 45,
+    "E-TOTAL_GROSS_WORTH": 11,
+    "E-TOTAL_NET_WORTH": 9,
+    "E-TOTAL_VAT": 56,
+    "E-VAT (PER ITEM OR PERCENTAGE)": 4,
+    "I-CLIENT": 31,
+    "I-CLIENT_ADDRESS": 8,
+    "I-IBAN": 23,
+    "I-ITEM_DESC": 51,
+    "I-NET_PRICE": 17,
+    "I-NET_WORTH": 35,
+    "I-SELLER": 13,
+    "I-SELLER_ADDRESS": 48,
+    "I-TOTAL_VAT": 34,
+    "O": 27,
+    "S-CLIENT": 14,
+    "S-CLIENT_ADDRESS": 3,
+    "S-CLIENT_TAX_ID": 55,
+    "S-CURRENCY": 36,
+    "S-GROSS_WORTH": 15,
+    "S-IBAN": 22,
+    "S-INVOICE_DATE": 20,
+    "S-INVOICE_NUMBER": 6,
+    "S-ITEM_DESC": 2,
+    "S-ITEM_NO": 47,
+    "S-NET_PRICE": 25,
+    "S-NET_WORTH": 26,
+    "S-QTY": 52,
+    "S-SELLER": 16,
+    "S-SELLER_ADDRESS": 46,
+    "S-SELLER_TAX_ID": 54,
+    "S-TOTAL_GROSS_WORTH": 44,
+    "S-TOTAL_NET_WORTH": 7,
+    "S-TOTAL_VAT": 41,
+    "S-VAT (PER ITEM OR PERCENTAGE)": 42
+  },
+  "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,
+  "torch_dtype": "float32",
+  "transformers_version": "4.37.2",
+  "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 sha256:7e3b311cfcef489607be9187744a957673267082999704acc53cd25b9d74f682
+size 503881160

preprocessor_config.json

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+{
+  "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

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+{
+  "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": true,
+  "cls_token": "<s>",
+  "cls_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "eos_token": "</s>",
+  "errors": "replace",
+  "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>"
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3366a47b4b48a48a2133f907c48438e55cffcfa3c653aa446fac79ca5476a9be
+size 4600

upload_model2.py

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+# upload_model.py
+from huggingface_hub import HfApi, HfFolder
+
+# Define your model path and the desired repository ID on the Hub
+MODEL_PATH = r"C:\Users\alber\OneDrive\Desktop\PROJECTS\TYNCAD\UBIAI\Layoutmv" # Path to your local model folder
+REPO_ID = "albertosei/layout_ubiai" # 
+
+print(f"Uploading model from '{MODEL_PATH}' to '{REPO_ID}'...")
+
+# The library will automatically find and use the token you just saved.
+api = HfApi()
+
+# Create the repository on the Hub if it doesn't exist
+api.create_repo(repo_id=REPO_ID, repo_type="model", exist_ok=True)
+
+# Upload the entire folder
+api.upload_folder(
+    folder_path=MODEL_PATH,
+    repo_id=REPO_ID,
+    repo_type="model",
+)
+
+print("✅ Upload complete! Check your model on the Hugging Face Hub.")