AhmedGaver commited on
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Upload v2 of URL classifier model

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Training Metrics:
- Eval Loss: 0.033418405801057816
- Eval F1: 0.9921365145524408

Files changed (3) hide show
  1. README.md +4 -23
  2. config.json +1 -9
  3. model.safetensors +1 -1
README.md CHANGED
@@ -9,10 +9,10 @@ tags:
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  - domain-classification
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  pipeline_tag: text-classification
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  widget:
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- - text: "https://acmewidgets.com"
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- - text: "https://store.myshopify.com"
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- - text: "https://example.wixsite.com/store"
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- - text: "https://business.com"
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  datasets:
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  - custom
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  metrics:
@@ -20,25 +20,6 @@ metrics:
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  - f1
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  - precision
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  - recall
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- model-index:
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- - name: urlbert-url-classifier
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- results:
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- - task:
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- type: text-classification
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- name: URL Classification
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- metrics:
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- - type: accuracy
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- value: 0.99
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- name: Test Accuracy
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- - type: f1
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- value: 0.99
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- name: Test F1 Score
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- - type: precision
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- value: 0.99
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- name: Test Precision
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- - type: recall
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- value: 0.99
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- name: Test Recall
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  ---
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  # URL Classifier
 
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  - domain-classification
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  pipeline_tag: text-classification
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  widget:
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+ - text: https://acmewidgets.com
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+ - text: https://store.myshopify.com
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+ - text: https://example.wixsite.com/store
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+ - text: https://business.com
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  datasets:
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  - custom
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  metrics:
 
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  - f1
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  - precision
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  - recall
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # URL Classifier
config.json CHANGED
@@ -9,22 +9,14 @@
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  "hidden_act": "gelu",
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  "hidden_dropout_prob": 0.1,
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  "hidden_size": 768,
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- "id2label": {
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- "0": "official_website",
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- "1": "platform"
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- },
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  "initializer_range": 0.02,
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  "intermediate_size": 3072,
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- "label2id": {
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- "official_website": 0,
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- "platform": 1
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- },
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  "layer_norm_eps": 1e-12,
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  "max_position_embeddings": 512,
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  "model_type": "bert",
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  "num_attention_heads": 12,
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  "num_hidden_layers": 12,
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- "pad_token_id": 1,
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  "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
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  "transformers_version": "4.57.0",
 
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  "hidden_act": "gelu",
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  "hidden_dropout_prob": 0.1,
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  "hidden_size": 768,
 
 
 
 
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  "initializer_range": 0.02,
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  "intermediate_size": 3072,
 
 
 
 
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  "layer_norm_eps": 1e-12,
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  "max_position_embeddings": 512,
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  "model_type": "bert",
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  "num_attention_heads": 12,
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  "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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  "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
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  "transformers_version": "4.57.0",
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:e5fd6821d77beb5a96e00debad1a1b2ebe108f5a7ac0e87b07fbdc5e3160686a
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  size 442499064
 
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  version https://git-lfs.github.com/spec/v1
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  size 442499064