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.gitattributes

@@ -1,35 +1,35 @@
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-*.npz filter=lfs diff=lfs merge=lfs -text
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+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
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README.md

@@ -121,7 +121,14 @@ Unlike generic large language models or pretrained BERT variants, `CompactNameCl
 
 ## 🚀 Quickstart & Usage
 
-### 1. Download Model from Hugging Face Hub
+### 1. Clone Repository & Setup
+```bash
+git clone https://github.com/SupratimRK/.model.base.nc.git
+cd .model.base.nc
+npm install
+```
+
+### 2. Download Model from Hugging Face Hub
 
 ```python
 from huggingface_hub import hf_hub_download
@@ -134,7 +141,7 @@ onnx_path = hf_hub_download(repo_id=repo_id, filename="model_int8.onnx")
 tok_path = hf_hub_download(repo_id=repo_id, filename="tokenizer.json")
 ```
 
-### 2. Python Inference (ONNX Runtime)
+### 3. Python Inference (ONNX Runtime)
 
 ```python
 import numpy as np
@@ -175,7 +182,7 @@ CSE3048              => NON_NAME (99.9%)
 
 ---
 
-### 3. Node.js Native Inference (onnxruntime-node)
+### 4. Node.js Native Inference (onnxruntime-node)
 
 ```javascript
 import { CompactNameClassifier } from './scripts/classifier.mjs';
@@ -195,7 +202,7 @@ console.log(result);
 
 ---
 
-### 4. PyTorch Inference
+### 5. PyTorch Inference
 
 ```python
 import torch

config.json

@@ -1,26 +1,26 @@
-{
-  "model_type": "CompactNameClassifier",
-  "architectures": [
-    "CompactNameClassifier"
-  ],
-  "vocab_size": 4000,
-  "emb_dim": 64,
-  "hidden_dim": 128,
-  "num_layers": 2,
-  "num_heads": 4,
-  "dim_feedforward": 256,
-  "max_length": 20,
-  "dropout": 0.1,
-  "id2label": {
-    "0": "NON_NAME",
-    "1": "REAL_NAME"
-  },
-  "label2id": {
-    "NON_NAME": 0,
-    "REAL_NAME": 1
-  },
-  "metrics": {
-    "best_val_accuracy": 0.9547553093259464,
-    "best_val_f1": 0.9586647384912027
-  }
+{
+  "model_type": "CompactNameClassifier",
+  "architectures": [
+    "CompactNameClassifier"
+  ],
+  "vocab_size": 4000,
+  "emb_dim": 64,
+  "hidden_dim": 128,
+  "num_layers": 2,
+  "num_heads": 4,
+  "dim_feedforward": 256,
+  "max_length": 20,
+  "dropout": 0.1,
+  "id2label": {
+    "0": "NON_NAME",
+    "1": "REAL_NAME"
+  },
+  "label2id": {
+    "NON_NAME": 0,
+    "REAL_NAME": 1
+  },
+  "metrics": {
+    "best_val_accuracy": 0.9547553093259464,
+    "best_val_f1": 0.9586647384912027
+  }
 }

tokenizer_config.json

@@ -1,10 +1,10 @@
-{
-  "backend": "tokenizers",
-  "cls_token": "[CLS]",
-  "mask_token": "[MASK]",
-  "model_max_length": 1000000000000000019884624838656,
-  "pad_token": "[PAD]",
-  "sep_token": "[SEP]",
-  "tokenizer_class": "TokenizersBackend",
-  "unk_token": "[UNK]"
-}
+{
+  "backend": "tokenizers",
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "tokenizer_class": "TokenizersBackend",
+  "unk_token": "[UNK]"
+}

vocab.txt

@@ -1,4000 +1,4000 @@
-[PAD]
-[UNK]
-[CLS]
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