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Upload DistilBertForSequenceClassification

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Files changed (3) hide show
  1. README.md +8 -7
  2. config.json +33 -0
  3. model.safetensors +3 -0
README.md CHANGED
@@ -12,6 +12,14 @@ datasets:
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  metrics:
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  - accuracy
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  - f1
 
 
 
 
 
 
 
 
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  model-index:
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  - name: customer-sentiment-analyzer
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  results:
@@ -28,13 +36,6 @@ model-index:
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  - type: f1
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  value: 0.89
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  name: F1 Score
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- widget:
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- - text: "This product exceeded my expectations! Fast shipping and great quality."
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- example_title: "Positive Review"
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- - text: "Terrible experience. Product broke after one week and customer service was unhelpful."
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- example_title: "Negative Review"
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- - text: "It's okay, nothing special. Does what it's supposed to do."
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- example_title: "Neutral Review"
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  ---
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  # 🎯 Customer Sentiment Analyzer
 
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  metrics:
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  - accuracy
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  - f1
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+ widget:
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+ - text: This product exceeded my expectations! Fast shipping and great quality.
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+ example_title: Positive Review
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+ - text: Terrible experience. Product broke after one week and customer service was
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+ unhelpful.
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+ example_title: Negative Review
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+ - text: It's okay, nothing special. Does what it's supposed to do.
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+ example_title: Neutral Review
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  model-index:
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  - name: customer-sentiment-analyzer
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  results:
 
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  - type: f1
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  value: 0.89
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  name: F1 Score
 
 
 
 
 
 
 
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  ---
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  # 🎯 Customer Sentiment Analyzer
config.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "activation": "gelu",
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+ "architectures": [
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+ "DistilBertForSequenceClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "dim": 768,
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+ "dropout": 0.1,
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+ "dtype": "float32",
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+ "hidden_dim": 3072,
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+ "id2label": {
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+ "0": "negative",
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+ "1": "neutral",
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+ "2": "positive"
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+ },
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "negative": 0,
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+ "neutral": 1,
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+ "positive": 2
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+ },
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+ "max_position_embeddings": 512,
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+ "model_type": "distilbert",
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+ "n_heads": 12,
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+ "n_layers": 6,
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+ "pad_token_id": 0,
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+ "qa_dropout": 0.1,
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+ "seq_classif_dropout": 0.2,
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+ "sinusoidal_pos_embds": false,
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+ "tie_weights_": true,
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+ "transformers_version": "4.57.3",
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+ "vocab_size": 30522
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+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:dce00990b30861aa54d2a1380c8388e36c0638d59b6e15e60576366cd2e95451
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+ size 267835644