Commit From AutoTrain

.gitattributes

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README.md

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+---
+tags:
+- autotrain
+- text-classification
+language:
+- unk
+widget:
+- text: "I love AutoTrain 🤗"
+datasets:
+- DingYao/autotrain-data-fbert-singlish
+co2_eq_emissions:
+  emissions: 1.3946229895659434
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 1755361190
+- CO2 Emissions (in grams): 1.3946
+
+## Validation Metrics
+
+- Loss: 0.399
+- Accuracy: 0.843
+- Macro F1: 0.832
+- Micro F1: 0.843
+- Weighted F1: 0.844
+- Macro Precision: 0.818
+- Micro Precision: 0.843
+- Weighted Precision: 0.848
+- Macro Recall: 0.849
+- Micro Recall: 0.843
+- Weighted Recall: 0.843
+
+
+## Usage
+
+You can use cURL to access this model:
+
+```
+$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/DingYao/autotrain-fbert-singlish-1755361190
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("DingYao/autotrain-fbert-singlish-1755361190", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("DingYao/autotrain-fbert-singlish-1755361190", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", return_tensors="pt")
+
+outputs = model(**inputs)
+```

config.json

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tokenizer.json

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